https://github.com/yinizhilian/iclr2025-papers-with-code
历年ICLR论文和开源项目合集，包含ICLR2021、ICLR2022、ICLR2023、ICLR2024、ICLR2025.
https://github.com/yinizhilian/iclr2025-papers-with-code
deep-learning-paper gemmini gpt iclr2021 iclr2022 iclr2023 iclr2024 llama3 llm-agent llm-framework llm-reasoning llm-training llms machine-learning nlp-keywords-extraction nlp-machine-learning paperwithcode python transformer
Last synced: 9 months ago
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历年ICLR论文和开源项目合集，包含ICLR2021、ICLR2022、ICLR2023、ICLR2024、ICLR2025.
- Host: GitHub
- URL: https://github.com/yinizhilian/iclr2025-papers-with-code
- Owner: yinizhilian
- Created: 2024-05-14T09:40:36.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2025-03-14T08:57:10.000Z (over 1 year ago)
- Last Synced: 2025-10-12T20:03:33.220Z (9 months ago)
- Topics: deep-learning-paper, gemmini, gpt, iclr2021, iclr2022, iclr2023, iclr2024, llama3, llm-agent, llm-framework, llm-reasoning, llm-training, llms, machine-learning, nlp-keywords-extraction, nlp-machine-learning, paperwithcode, python, transformer
- Homepage:
- Size: 1.47 MB
- Stars: 456
- Watchers: 5
- Forks: 22
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# ICLR 2025 论文和开源项目合集
>本仓库旨在收集ICLR最新研究进展，尤其是LLM方面，涉及NLP领域的各个方向，此项目长期不定时更新。
>欢迎watch和fork！不过给个star⭐就更好了❤️。
>知乎地址：[**ShuYini**](https://www.zhihu.com/people/wangjini521/activities)
>微信公众号: [**AINLPer**（**每日更新，欢迎关注**）](https://mp.weixin.qq.com/s?__biz=MzUzOTgwNDMzOQ==&mid=2247493926&idx=1&sn=7c3af9a58296f10173b3eba3bec15137&chksm=fac07efacdb7f7ec6f879dad43d5c3dd9af8950ba65faa3cea3f8cbef8208adae2449ec29327&token=890750657&lang=zh_CN#rd)
>另外也欢迎大家进入AINLPer星球，每天推送最新、最优质论文，紧跟AIGC大模型前沿进展；另外星球也特设大模型Agent、大模型推理、RAG系统搭建、热门综述、大模型实操、数据集、测试基准、行业发展状况、大厂工作内推等专栏。详细介绍→：https://mp.weixin.qq.com/s/wHnm9ek4ojYTA_2EPLNILw
>感兴趣的小伙伴，赶快扫描下方⬇二维码，新用户加入更有**50元**优惠券🔖，每年仅需**49**！
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## 历年ICLR 论文和开源项目合集
- [**ICLR 2024 论文和开源项目合集**](./ICLR2024-Papers-with-Code.md)
- [**ICLR 2023 论文和开源项目合集**](./ICLR2023-Papers-with-Code.md)
- [**ICLR 2022 论文和开源项目合集**](./ICLR2022-Papers-with-Code.md)
- [**ICLR 2021 论文和开源项目合集**](./ICLR2021-Papers-with-Code.md)
### Accept Spotlight
1、How new data permeates LLM knowledge and how to dilute it
- Paper: [**点击下载**](https://openreview.net/attachment?id=NGKQoaqLpo&name=pdf)
- Code: [https://sunchipsster1.github.io/projects/outlandish/](https://sunchipsster1.github.io/projects/outlandish/)
2、JudgeLM: Fine-tuned Large Language Models are Scalable Judges
- Paper: [**点击下载**](https://openreview.net/attachment?id=xsELpEPn4A&name=pdf)
- Code: [https://github.com/baaivision/JudgeLM](https://github.com/baaivision/JudgeLM)
3、MQuAKE-Remastered: Multi-Hop Knowledge Editing Can Only Be Advanced with Reliable Evaluations
- Paper: [**点击下载**](https://openreview.net/attachment?id=m9wG6ai2Xk&name=pdf)
- Code: [huggingface.co/datasets/henryzhongsc/MQuAKE-Remastered](huggingface.co/datasets/henryzhongsc/MQuAKE-Remastered)
4、Physics of Language Models: Part 3.3, Knowledge Capacity Scaling Laws
- Paper: [**点击下载**](https://openreview.net/attachment?id=FxNNiUgtfa&name=pdf)
- Code: [https://youtu.be/yBL7J0kgldU&t=2220](https://youtu.be/yBL7J0kgldU&t=2220)
5、Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
- Paper: [**点击下载**](https://openreview.net/attachment?id=o1Et3MogPw&name=pdf)
- Code: [https://github.com/OpenBMB/IoA](https://github.com/OpenBMB/IoA)
6、Robustness Reprogramming for Representation Learning
- Paper: [**点击下载**](https://openreview.net/attachment?id=SuH5SdOXpe&name=pdf)
- Code: [https://github.com/chris-hzc/Robustness-Reprogramming](https://github.com/chris-hzc/Robustness-Reprogramming)
7、LayerDAG: A Layerwise Autoregressive Diffusion Model for Directed Acyclic Graph Generation
- Paper: [**点击下载**](https://openreview.net/attachment?id=kam84eEmub&name=pdf)
- Code: [https://github.com/Graph-COM/LayerDAG](https://github.com/Graph-COM/LayerDAG)
8、DailyDilemmas: Revealing Value Preferences of LLMs with Quandaries of Daily Life
- Paper: [**点击下载**](https://openreview.net/attachment?id=PGhiPGBf47&name=pdf)
- Code: [https://hf.co/datasets/kellycyy/daily_dilemmas](https://hf.co/datasets/kellycyy/daily_dilemmas)
9、Learning-Augmented Frequent Directions
- Paper: [**点击下载**](https://openreview.net/attachment?id=WcZLG8XxhD&name=pdf)
- Code: [https://algorithms-with-predictions.github.io/](https://algorithms-with-predictions.github.io/)
10、Quality Measures for Dynamic Graph Generative Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=8bjspmAMBk&name=pdf)
- Code: [https://github.com/ryienh/jl-metric](https://github.com/ryienh/jl-metric)
11、Holistically Evaluating the Environmental Impact of Creating Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=04qx93Viwj&name=pdf)
- Code: [https://www.technologyreview.com/2024/09/26/1104516/three-mile-island-microsoft/](https://www.technologyreview.com/2024/09/26/1104516/three-mile-island-microsoft/)
12、Mixture-of-Agents Enhances Large Language Model Capabilities
- Paper: [**点击下载**](https://openreview.net/attachment?id=h0ZfDIrj7T&name=pdf)
- Code: [https://github.com/togethercomputer/moa](https://github.com/togethercomputer/moa)
13、Answer, Assemble, Ace: Understanding How LMs Answer Multiple Choice Questions
- Paper: [**点击下载**](https://openreview.net/attachment?id=6NNA0MxhCH&name=pdf)
- Code: [https://github.com/allenai/understanding_mcqa](https://github.com/allenai/understanding_mcqa)
14、TopoNets: High performing vision and language models with brain-like topography
- Paper: [**点击下载**](https://openreview.net/attachment?id=THqWPzL00e&name=pdf)
- Code: [https://toponets.github.io](https://toponets.github.io)
15、INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge
- Paper: [**点击下载**](https://openreview.net/attachment?id=k3gCieTXeY&name=pdf)
- Code: [https://huggingface.co/datasets/CohereForAI/include-base-44](https://huggingface.co/datasets/CohereForAI/include-base-44)
16、Vision Language Models are In-Context Value Learners
- Paper: [**点击下载**](https://openreview.net/attachment?id=friHAl5ofG&name=pdf)
- Code: [http://generative-value-learning.github.io](http://generative-value-learning.github.io)
17、Wasserstein Distances, Neuronal Entanglement, and Sparsity
- Paper: [**点击下载**](https://openreview.net/attachment?id=cnKhHxN3xj&name=pdf)
- Code: [https://github.com/Shavit-Lab/Sparse-Expansion](https://github.com/Shavit-Lab/Sparse-Expansion)
18、WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the Wild
- Paper: [**点击下载**](https://openreview.net/attachment?id=MKEHCx25xp&name=pdf)
- Code: [https://hf.co/spaces/allenai/WildBench](https://hf.co/spaces/allenai/WildBench)
19、Adversarial Perturbations Cannot Reliably Protect Artists From Generative AI
- Paper: [**点击下载**](https://openreview.net/attachment?id=yfW1x7uBS5&name=pdf)
- Code: [https://github.com/ethz-spylab/robust-style-mimicry](https://github.com/ethz-spylab/robust-style-mimicry)
20、Multi-session, multi-task neural decoding from distinct cell-types and brain regions
- Paper: [**点击下载**](https://openreview.net/attachment?id=IuU0wcO0mo&name=pdf)
- Code: [https://poyo-plus.github.io](https://poyo-plus.github.io)
21、Reducing Hallucinations in Large Vision-Language Models via Latent Space Steering
- Paper: [**点击下载**](https://openreview.net/attachment?id=LBl7Hez0fF&name=pdf)
- Code: [https://github.com/shengliu66/VTI](https://github.com/shengliu66/VTI)
22、AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs
- Paper: [**点击下载**](https://openreview.net/attachment?id=bhK7U37VW8&name=pdf)
- Code: [https://autodans.github.io/AutoDAN-Turbo](https://autodans.github.io/AutoDAN-Turbo)
23、BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval
- Paper: [**点击下载**](https://openreview.net/attachment?id=ykuc5q381b&name=pdf)
- Code: [https://hf.co/spaces/mteb/leaderboard?task=retrieval](https://hf.co/spaces/mteb/leaderboard?task=retrieval)
24、Online Reinforcement Learning in Non-Stationary Context-Driven Environments
- Paper: [**点击下载**](https://openreview.net/attachment?id=l6QnSQizmN&name=pdf)
- Code: [https://github.com/pouyahmdn/LCPO](https://github.com/pouyahmdn/LCPO)
25、CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=IUmj2dw5se&name=pdf)
- Code: [https://github.com/SongW-SW/CEB](https://github.com/SongW-SW/CEB)
26、TabWak: A Watermark for Tabular Diffusion Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=71pur4y8gs&name=pdf)
- Code: [https://github.com/chaoyitud/TabWak](https://github.com/chaoyitud/TabWak)
27、Generating Freeform Endoskeletal Robots
- Paper: [**点击下载**](https://openreview.net/attachment?id=awvJBtB2op&name=pdf)
- Code: [https://endoskeletal.github.io](https://endoskeletal.github.io)
28、AnalogGenie: A Generative Engine for Automatic Discovery of Analog Circuit Topologies
- Paper: [**点击下载**](https://openreview.net/attachment?id=jCPak79Kev&name=pdf)
- Code: [https://github.com/xz-group/AnalogGenie](https://github.com/xz-group/AnalogGenie)
29、DataEnvGym: Data Generation Agents in Teacher Environments with Student Feedback
- Paper: [**点击下载**](https://openreview.net/attachment?id=00SnKBGTsz&name=pdf)
- Code: [https://DataEnvGym.github.io](https://DataEnvGym.github.io)
30、LoRA3D: Low-Rank Self-Calibration of 3D Geometric Foundation models
- Paper: [**点击下载**](https://openreview.net/attachment?id=LSp4KBhAom&name=pdf)
- Code: [https://520xyxyzq.github.io/lora3d/](https://520xyxyzq.github.io/lora3d/)
31、Exact Certification of (Graph) Neural Networks Against Label Poisoning
- Paper: [**点击下载**](https://openreview.net/attachment?id=d9aWa875kj&name=pdf)
- Code: [https://github.com/saper0/qpcert](https://github.com/saper0/qpcert)
32、Test-time Adaptation for Cross-modal Retrieval with Query Shift
- Paper: [**点击下载**](https://openreview.net/attachment?id=BmG88rONaU&name=pdf)
- Code: [https://github.com/XLearning-SCU/2025-ICLR-TCR](https://github.com/XLearning-SCU/2025-ICLR-TCR)
33、In Search of Forgotten Domain Generalization
- Paper: [**点击下载**](https://openreview.net/attachment?id=Fk3eod9aaD&name=pdf)
- Code: [https://brendel-group.github.io/clip-dg/](https://brendel-group.github.io/clip-dg/)
34、TOP-ERL: Transformer-based Off-Policy Episodic Reinforcement Learning
- Paper: [**点击下载**](https://openreview.net/attachment?id=N4NhVN30ph&name=pdf)
- Code: [https://github.com/BruceGeLi/TOP_ERL_ICLR25](https://github.com/BruceGeLi/TOP_ERL_ICLR25)
35、Harnessing Diversity for Important Data Selection in Pretraining Large Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=bMC1t7eLRc&name=pdf)
- Code: [https://anonymous.4open.science/r/Quad/](https://anonymous.4open.science/r/Quad/)
36、CausalRivers - Scaling up benchmarking of causal discovery for real-world time-series
- Paper: [**点击下载**](https://openreview.net/attachment?id=wmV4cIbgl6&name=pdf)
- Code: [https://causalrivers.github.io](https://causalrivers.github.io)
37、Provably Reliable Conformal Prediction Sets in the Presence of Data Poisoning
- Paper: [**点击下载**](https://openreview.net/attachment?id=ofuLWn8DFZ&name=pdf)
- Code: [https://www.cs.cit.tum.de/daml/reliable-conformal-prediction/](https://www.cs.cit.tum.de/daml/reliable-conformal-prediction/)
38、Progressive Compositionality in Text-to-Image Generative Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=S85PP4xjFD&name=pdf)
- Code: [https://evansh666.github.io/EvoGen_Page/](https://evansh666.github.io/EvoGen_Page/)
39、Benchmarking Predictive Coding Networks -- Made Simple
- Paper: [**点击下载**](https://openreview.net/attachment?id=sahQq2sH5x&name=pdf)
- Code: [https://github.com/liukidar/pcx](https://github.com/liukidar/pcx)
40、Can Watermarked LLMs be Identified by Users via Crafted Prompts?
- Paper: [**点击下载**](https://openreview.net/attachment?id=ujpAYpFDEA&name=pdf)
- Code: [https://github.com/THU-BPM/Watermarked_LLM_Identification](https://github.com/THU-BPM/Watermarked_LLM_Identification)
41、On Quantizing Neural Representation for Variable-Rate Video Coding
- Paper: [**点击下载**](https://openreview.net/attachment?id=44cMlQSreK&name=pdf)
- Code: [https://github.com/Eric-qi/NeuroQuant](https://github.com/Eric-qi/NeuroQuant)
42、Attention with Markov: A Curious Case of Single-layer Transformers
- Paper: [**点击下载**](https://openreview.net/attachment?id=SqZ0KY4qBD&name=pdf)
- Code: [https://github.com/Bond1995/Markov](https://github.com/Bond1995/Markov)
43、A Second-Order Perspective on Model Compositionality and Incremental Learning
- Paper: [**点击下载**](https://openreview.net/attachment?id=OZVTqoli2N&name=pdf)
- Code: [https://github.com/aimagelab/mammoth](https://github.com/aimagelab/mammoth)
44、Iterative Label Refinement Matters More than Preference Optimization under Weak Supervision
- Paper: [**点击下载**](https://openreview.net/attachment?id=q5EZ7gKcnW&name=pdf)
- Code: [https://github.com/helloelwin/iterative-label-refinement](https://github.com/helloelwin/iterative-label-refinement)
45、EmbedLLM: Learning Compact Representations of Large Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=Fs9EabmQrJ&name=pdf)
- Code: [https://github.com/richardzhuang0412/EmbedLLM](https://github.com/richardzhuang0412/EmbedLLM)
46、Lean-STaR: Learning to Interleave Thinking and Proving
- Paper: [**点击下载**](https://openreview.net/attachment?id=SOWZ59UyNc&name=pdf)
- Code: [https://leanstar.github.io/](https://leanstar.github.io/)
47、NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=lgsyLSsDRe&name=pdf)
- Code: [https://huggingface.co/nvidia/NV-Embed-v2](https://huggingface.co/nvidia/NV-Embed-v2)
48、DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=avSocG0oFA&name=pdf)
- Code: [https://github.com/vengdeng/DAREx.git ](https://github.com/vengdeng/DAREx.git )
49、Representative Guidance: Diffusion Model Sampling with Coherence
- Paper: [**点击下载**](https://openreview.net/attachment?id=gWgaypDBs8&name=pdf)
- Code: [https://github.com/dungdinhanh/rep-guidance](https://github.com/dungdinhanh/rep-guidance)
50、Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling
- Paper: [**点击下载**](https://openreview.net/attachment?id=dOAkHmsjRX&name=pdf)
- Code: [https://github.com/snumprlab/budgeted-cl](https://github.com/snumprlab/budgeted-cl)
51、InverseBench: Benchmarking Plug-and-Play Diffusion Priors for Inverse Problems in Physical Sciences
- Paper: [**点击下载**](https://openreview.net/attachment?id=U3PBITXNG6&name=pdf)
- Code: [https://devzhk.github.io/InverseBench/](https://devzhk.github.io/InverseBench/)
52、Revisiting Random Walks for Learning on Graphs
- Paper: [**点击下载**](https://openreview.net/attachment?id=SG1R2H3fa1&name=pdf)
- Code: [https://github.com/jw9730/random-walk](https://github.com/jw9730/random-walk)
53、DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference
- Paper: [**点击下载**](https://openreview.net/attachment?id=2c7pfOqu9k&name=pdf)
- Code: [https://github.com/LINs-lab/DeFT](https://github.com/LINs-lab/DeFT)
54、Control-oriented Clustering of Visual Latent Representation
- Paper: [**点击下载**](https://openreview.net/attachment?id=pPQPQ7Yd58&name=pdf)
- Code: [https://computationalrobotics.seas.harvard.edu/ControlOriented_NC](https://computationalrobotics.seas.harvard.edu/ControlOriented_NC)
55、AIR-BENCH 2024: A Safety Benchmark based on Regulation and Policies Specified Risk Categories
- Paper: [**点击下载**](https://openreview.net/attachment?id=UVnD9Ze6mF&name=pdf)
- Code: [https://crfm.stanford.edu/helm/air-bench/latest/](https://crfm.stanford.edu/helm/air-bench/latest/)
56、Not All LLM-Generated Data Are Equal: Rethinking Data Weighting in Text Classification
- Paper: [**点击下载**](https://openreview.net/attachment?id=oI5tZaWkF9&name=pdf)
- Code: [https://github.com/Hsun-Yu/DIMP-Loss](https://github.com/Hsun-Yu/DIMP-Loss)
57、X-ALMA: Plug & Play Modules and Adaptive Rejection for Quality Translation at Scale
- Paper: [**点击下载**](https://openreview.net/attachment?id=csbf1p8xUq&name=pdf)
- Code: [https://github.com/fe1ixxu/ALMA](https://github.com/fe1ixxu/ALMA)
58、Token Statistics Transformer: Linear-Time Attention via Variational Rate Reduction
- Paper: [**点击下载**](https://openreview.net/attachment?id=lXRDQsiP2v&name=pdf)
- Code: [https://github.com/RobinWu218/ToST](https://github.com/RobinWu218/ToST)
59、Bilinear MLPs enable weight-based mechanistic interpretability
- Paper: [**点击下载**](https://openreview.net/attachment?id=gI0kPklUKS&name=pdf)
- Code: [https://github.com/tdooms/bilinear-decomposition](https://github.com/tdooms/bilinear-decomposition)
60、Can Large Language Models Understand Symbolic Graphics Programs?
- Paper: [**点击下载**](https://openreview.net/attachment?id=Yk87CwhBDx&name=pdf)
- Code: [https://sgp-bench.github.io](https://sgp-bench.github.io)
61、AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials
- Paper: [**点击下载**](https://openreview.net/attachment?id=EEgYUccwsV&name=pdf)
- Code: [https://agenttrek.github.io](https://agenttrek.github.io)
62、Advantage-Guided Distillation for Preference Alignment in Small Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=xsx3Fpo3UD&name=pdf)
- Code: [https://github.com/SLIT-AI/ADPA](https://github.com/SLIT-AI/ADPA)
63、Simplifying Deep Temporal Difference Learning
- Paper: [**点击下载**](https://openreview.net/attachment?id=7IzeL0kflu&name=pdf)
- Code: [https://github.com/mttga/purejaxql](https://github.com/mttga/purejaxql)
64、SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding
- Paper: [**点击下载**](https://openreview.net/attachment?id=Hz4BYVY8YM&name=pdf)
- Code: [https://yzy-bupt.github.io/SVBench](https://yzy-bupt.github.io/SVBench)
65、Biologically Constrained Barrel Cortex Model Integrates Whisker Inputs and Replicates Key Brain Network Dynamics
- Paper: [**点击下载**](https://openreview.net/attachment?id=UvfI4grcM7&name=pdf)
- Code: [https://github.com/fun0515/RSNN_bfd](https://github.com/fun0515/RSNN_bfd)
66、Broaden your SCOPE! Efficient Multi-turn Conversation Planning for LLMs with Semantic Space
- Paper: [**点击下载**](https://openreview.net/attachment?id=3cgMU3TyyE&name=pdf)
- Code: [https://github.com/chenzhiliang94/convo-plan-SCOPE](https://github.com/chenzhiliang94/convo-plan-SCOPE)
67、The Superposition of Diffusion Models Using the Itô Density Estimator
- Paper: [**点击下载**](https://openreview.net/attachment?id=2o58Mbqkd2&name=pdf)
- Code: [https://github.com/necludov/super-diffusion](https://github.com/necludov/super-diffusion)
68、MAGNet: Motif-Agnostic Generation of Molecules from Scaffolds
- Paper: [**点击下载**](https://openreview.net/attachment?id=5FXKgOxmb2&name=pdf)
- Code: [https://www.cs.cit.tum.de/daml/magnet/](https://www.cs.cit.tum.de/daml/magnet/)
69、Interleaved Scene Graphs for Interleaved Text-and-Image Generation Assessment
- Paper: [**点击下载**](https://openreview.net/attachment?id=rDLgnYLM5b&name=pdf)
- Code: [https://interleave-eval.github.io](https://interleave-eval.github.io)
70、IGL-Bench: Establishing the Comprehensive Benchmark for Imbalanced Graph Learning
- Paper: [**点击下载**](https://openreview.net/attachment?id=uTqnyF0JNR&name=pdf)
- Code: [https://github.com/RingBDStack/IGL-Bench](https://github.com/RingBDStack/IGL-Bench)
71、RegMix: Data Mixture as Regression for Language Model Pre-training
- Paper: [**点击下载**](https://openreview.net/attachment?id=5BjQOUXq7i&name=pdf)
- Code: [https://github.com/sail-sg/regmix](https://github.com/sail-sg/regmix)
72、When Attention Sink Emerges in Language Models: An Empirical View
- Paper: [**点击下载**](https://openreview.net/attachment?id=78Nn4QJTEN&name=pdf)
- Code: [https://github.com/sail-sg/Attention-Sink](https://github.com/sail-sg/Attention-Sink)
73、PianoMotion10M: Dataset and Benchmark for Hand Motion Generation in Piano Performance
- Paper: [**点击下载**](https://openreview.net/attachment?id=rxVvRBgqmS&name=pdf)
- Code: [https://github.com/agnJason/PianoMotion10M](https://github.com/agnJason/PianoMotion10M)
74、Revisiting text-to-image evaluation with Gecko: on metrics, prompts, and human rating
- Paper: [**点击下载**](https://openreview.net/attachment?id=Im2neAMlre&name=pdf)
- Code: [https://github.com/google-deepmind/gecko_benchmark_t2i](https://github.com/google-deepmind/gecko_benchmark_t2i)
75、Streamlining Redundant Layers to Compress Large Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=IC5RJvRoMp&name=pdf)
- Code: [https://github.com/RUCKBReasoning/LLM-Streamline](https://github.com/RUCKBReasoning/LLM-Streamline)
76、SynFlowNet: Design of Diverse and Novel Molecules with Synthesis Constraints
- Paper: [**点击下载**](https://openreview.net/attachment?id=uvHmnahyp1&name=pdf)
- Code: [https://github.com/mirunacrt/synflownet](https://github.com/mirunacrt/synflownet)
77、Rethinking and Improving Autoformalization: Towards a Faithful Metric and a Dependency Retrieval-based Approach
- Paper: [**点击下载**](https://openreview.net/attachment?id=hUb2At2DsQ&name=pdf)
- Code: [https://github.com/Purewhite2019/rethinking_autoformalization](https://github.com/Purewhite2019/rethinking_autoformalization)
78、Learning Spatiotemporal Dynamical Systems from Point Process Observations
- Paper: [**点击下载**](https://openreview.net/attachment?id=37EXtKCOkn&name=pdf)
- Code: [https://github.com/yakovlev31/pproc-dyn](https://github.com/yakovlev31/pproc-dyn)
79、Probabilistic Neural Pruning via Sparsity Evolutionary Fokker-Planck-Kolmogorov Equation
- Paper: [**点击下载**](https://openreview.net/attachment?id=hJ1BaJ5ELp&name=pdf)
- Code: [https://github.com/mzf666/SFPK-main](https://github.com/mzf666/SFPK-main)
80、Uncovering Gaps in How Humans and LLMs Interpret Subjective Language
- Paper: [**点击下载**](https://openreview.net/attachment?id=gye2U9uNXx&name=pdf)
- Code: [https://github.com/arjunpat/thesaurus-error-detector](https://github.com/arjunpat/thesaurus-error-detector)
81、SPA-BENCH: A COMPREHENSIVE BENCHMARK FOR SMARTPHONE AGENT EVALUATION
- Paper: [**点击下载**](https://openreview.net/attachment?id=OZbFRNhpwr&name=pdf)
- Code: [https://ai-agents-2030.github.io/SPA-Bench/](https://ai-agents-2030.github.io/SPA-Bench/)
82、Demystifying the Token Dynamics of Deep Selective State Space Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=qtTIP5Gjc5&name=pdf)
- Code: [https://github.com/Fsoft-AIC/Mamba-token-dynamic](https://github.com/Fsoft-AIC/Mamba-token-dynamic)
83、Knowledge Localization: Mission Not Accomplished? Enter Query Localization!
- Paper: [**点击下载**](https://openreview.net/attachment?id=tfyHbvFZ0K&name=pdf)
- Code: [https://github.com/heng840/KnowledgeLocalization](https://github.com/heng840/KnowledgeLocalization)
84、Realistic Evaluation of Deep Partial-Label Learning Algorithms
- Paper: [**点击下载**](https://openreview.net/attachment?id=FtX6oAW7Dd&name=pdf)
- Code: [https://github.com/wwangwitsel/PLENCH](https://github.com/wwangwitsel/PLENCH)
85、Graph Sparsification via Mixture of Graphs
- Paper: [**点击下载**](https://openreview.net/attachment?id=7ANDviElAo&name=pdf)
- Code: [https://anonymous.4open.science/r/MoG-5E0F](https://anonymous.4open.science/r/MoG-5E0F)
86、RAG-SR: Retrieval-Augmented Generation for Neural Symbolic Regression
- Paper: [**点击下载**](https://openreview.net/attachment?id=NdHka08uWn&name=pdf)
- Code: [https://github.com/hengzhe-zhang/RAG-SR](https://github.com/hengzhe-zhang/RAG-SR)
87、MixEval-X: Any-to-any Evaluations from Real-world Data Mixture
- Paper: [**点击下载**](https://openreview.net/attachment?id=hpCfPEvBsr&name=pdf)
- Code: [https://mixeval-x.github.io/](https://mixeval-x.github.io/)
88、DEEM: Diffusion models serve as the eyes of large language models for image perception
- Paper: [**点击下载**](https://openreview.net/attachment?id=qtWjSboqfe&name=pdf)
- Code: [https://github.com/RainBowLuoCS/DEEM](https://github.com/RainBowLuoCS/DEEM)
89、BodyGen: Advancing Towards Efficient Embodiment Co-Design
- Paper: [**点击下载**](https://openreview.net/attachment?id=cTR17xl89h&name=pdf)
- Code: [https://genesisorigin.github.io](https://genesisorigin.github.io)
90、Diffusion Bridge AutoEncoders for Unsupervised Representation Learning
- Paper: [**点击下载**](https://openreview.net/attachment?id=hBGavkf61a&name=pdf)
- Code: [https://github.com/aailab-kaist/DBAE](https://github.com/aailab-kaist/DBAE)
91、Bi-Factorial Preference Optimization: Balancing Safety-Helpfulness in Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=GjM61KRiTG&name=pdf)
- Code: [https://github.com/wx-zhang/bfpo](https://github.com/wx-zhang/bfpo)
92、Grounding Video Models to Actions through Goal Conditioned Exploration
- Paper: [**点击下载**](https://openreview.net/attachment?id=G6dMvRuhFr&name=pdf)
- Code: [https://video-to-action.github.io/](https://video-to-action.github.io/)
93、Dense Video Object Captioning from Disjoint Supervision
- Paper: [**点击下载**](https://openreview.net/attachment?id=auZZ2gN0ZN&name=pdf)
- Code: [https://github.com/google-research/scenic/tree/main/scenic/projects/densevoc](https://github.com/google-research/scenic/tree/main/scenic/projects/densevoc)
94、RESuM: A Rare Event Surrogate Model for Physics Detector Design
- Paper: [**点击下载**](https://openreview.net/attachment?id=lqTILjL6lP&name=pdf)
- Code: [https://github.com/annkasch/resum-legend](https://github.com/annkasch/resum-legend)
95、DeLLMa: Decision Making Under Uncertainty with Large Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=Acvo2RGSCy&name=pdf)
- Code: [https://dellma.github.io/](https://dellma.github.io/)
96、Stabilizing Reinforcement Learning in Differentiable Multiphysics Simulation
- Paper: [**点击下载**](https://openreview.net/attachment?id=DRiLWb8bJg&name=pdf)
- Code: [https://rewarped.github.io](https://rewarped.github.io)
97、A Periodic Bayesian Flow for Material Generation
- Paper: [**点击下载**](https://openreview.net/attachment?id=Lz0XW99tE0&name=pdf)
- Code: [https://github.com/wu-han-lin/CrysBFN](https://github.com/wu-han-lin/CrysBFN)
98、SplatFormer: Point Transformer for Robust 3D Gaussian Splatting
- Paper: [**点击下载**](https://openreview.net/attachment?id=9NfHbWKqMF&name=pdf)
- Code: [https://sergeyprokudin.github.io/splatformer](https://sergeyprokudin.github.io/splatformer)
99、Continuous Exposure Learning for Low-light Image Enhancement using Neural ODEs
- Paper: [**点击下载**](https://openreview.net/attachment?id=Mn2qgIcIPS&name=pdf)
- Code: [https://github.com/dgjung0220/CLODE](https://github.com/dgjung0220/CLODE)
100、Lumina-T2X: Scalable Flow-based Large Diffusion Transformer for Flexible Resolution Generation
- Paper: [**点击下载**](https://openreview.net/attachment?id=EbWf36quzd&name=pdf)
- Code: [https://github.com/Alpha-VLLM/Lumina-T2X](https://github.com/Alpha-VLLM/Lumina-T2X)
101、Towards Marginal Fairness Sliced Wasserstein Barycenter
- Paper: [**点击下载**](https://openreview.net/attachment?id=NQqJPPCesd&name=pdf)
- Code: [https://github.com/khainb/MFSWB](https://github.com/khainb/MFSWB)
102、Co$^{\mathbf{3}}$Gesture: Towards Coherent Concurrent Co-speech 3D Gesture Generation with Interactive Diffusion
- Paper: [**点击下载**](https://openreview.net/attachment?id=VaowElpVzd&name=pdf)
- Code: [https://mattie-e.github.io/Co3/](https://mattie-e.github.io/Co3/)
103、Following the Human Thread in Social Navigation
- Paper: [**点击下载**](https://openreview.net/attachment?id=M8OGl34Pmg&name=pdf)
- Code: [https://github.com/L-Scofano/SDA](https://github.com/L-Scofano/SDA)
104、OS-ATLAS: Foundation Action Model for Generalist GUI Agents
- Paper: [**点击下载**](https://openreview.net/attachment?id=n9PDaFNi8t&name=pdf)
- Code: [https://osatlas.github.io/](https://osatlas.github.io/)
105、Student-Informed Teacher Training
- Paper: [**点击下载**](https://openreview.net/attachment?id=Dzh0hQPpuf&name=pdf)
- Code: [https://rpg.ifi.uzh.ch/sitt/](https://rpg.ifi.uzh.ch/sitt/)
106、Preference Optimization for Reasoning with Pseudo Feedback
- Paper: [**点击下载**](https://openreview.net/attachment?id=jkUp3lybXf&name=pdf)
- Code: [https://github.com/microsoft/unilm/tree/master/PFPO](https://github.com/microsoft/unilm/tree/master/PFPO)
107、OmniRe: Omni Urban Scene Reconstruction
- Paper: [**点击下载**](https://openreview.net/attachment?id=11xgiMEI5o&name=pdf)
- Code: [https://ziyc.github.io/omnire/](https://ziyc.github.io/omnire/)
108、Multimodality Helps Few-shot 3D Point Cloud Semantic Segmentation
- Paper: [**点击下载**](https://openreview.net/attachment?id=jXvwJ51vcK&name=pdf)
- Code: [https://github.com/ZhaochongAn/Multimodality-3D-Few-Shot](https://github.com/ZhaochongAn/Multimodality-3D-Few-Shot)
109、Multi-modal Agent Tuning: Building a VLM-Driven Agent for Efficient Tool Usage
- Paper: [**点击下载**](https://openreview.net/attachment?id=0bmGL4q7vJ&name=pdf)
- Code: [https://mat-agent.github.io](https://mat-agent.github.io)
110、Multi-Field Adaptive Retrieval
- Paper: [**点击下载**](https://openreview.net/attachment?id=3PDklqqqfN&name=pdf)
- Code: [https://github.com/microsoft/multifield-adaptive-retrieval](https://github.com/microsoft/multifield-adaptive-retrieval)
111、On Disentangled Training for Nonlinear Transform in Learned Image Compression
- Paper: [**点击下载**](https://openreview.net/attachment?id=U67J0QNtzo&name=pdf)
- Code: [https://github.com/qingshi9974/AuxT](https://github.com/qingshi9974/AuxT)
112、MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark
- Paper: [**点击下载**](https://openreview.net/attachment?id=TeVAZXr3yv&name=pdf)
- Code: [https://sakshi113.github.io/mmau_homepage/](https://sakshi113.github.io/mmau_homepage/)
113、ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability
- Paper: [**点击下载**](https://openreview.net/attachment?id=ztzZDzgfrh&name=pdf)
- Code: [https://github.com/Jeryi-Sun/ReDEeP-ICLR](https://github.com/Jeryi-Sun/ReDEeP-ICLR)
114、Towards General-Purpose Model-Free Reinforcement Learning
- Paper: [**点击下载**](https://openreview.net/attachment?id=R1hIXdST22&name=pdf)
- Code: [https://github.com/facebookresearch/MRQ](https://github.com/facebookresearch/MRQ)
115、Accelerating Goal-Conditioned Reinforcement Learning Algorithms and Research
- Paper: [**点击下载**](https://openreview.net/attachment?id=4gaySj8kvX&name=pdf)
- Code: [https://github.com/MichalBortkiewicz/JaxGCRL](https://github.com/MichalBortkiewicz/JaxGCRL)
116、Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts
- Paper: [**点击下载**](https://openreview.net/attachment?id=e1wDDFmlVu&name=pdf)
- Code: [https://github.com/Time-MoE/Time-MoE](https://github.com/Time-MoE/Time-MoE)
117、SimBa: Simplicity Bias for Scaling Up Parameters in Deep Reinforcement Learning
- Paper: [**点击下载**](https://openreview.net/attachment?id=jXLiDKsuDo&name=pdf)
- Code: [https://sonyresearch.github.io/simba](https://sonyresearch.github.io/simba)
118、Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=cRR0oDFEBC&name=pdf)
- Code: [https://github.com/QwenLM/AutoIF](https://github.com/QwenLM/AutoIF)
119、Diffusion On Syntax Trees For Program Synthesis
- Paper: [**点击下载**](https://openreview.net/attachment?id=wN3KaUXA5X&name=pdf)
- Code: [https://tree-diffusion.github.io](https://tree-diffusion.github.io)
120、Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures
- Paper: [**点击下载**](https://openreview.net/attachment?id=nGiGXLnKhl&name=pdf)
- Code: [https://github.com/OpenGVLab/Vision-RWKV](https://github.com/OpenGVLab/Vision-RWKV)
121、A CLIP-Powered Framework for Robust and Generalizable Data Selection
- Paper: [**点击下载**](https://openreview.net/attachment?id=9bMZ29SPVx&name=pdf)
- Code: [https://github.com/Jackbrocp/clip-powered-data-selection](https://github.com/Jackbrocp/clip-powered-data-selection)
122、Fine-tuning with Reserved Majority for Noise Reduction
- Paper: [**点击下载**](https://openreview.net/attachment?id=ZV7CLf0RHK&name=pdf)
- Code: [https://github.com/pixas/NoRM](https://github.com/pixas/NoRM)
123、GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation
- Paper: [**点击下载**](https://openreview.net/attachment?id=y5einmJ0Yx&name=pdf)
- Code: [https://github.com/DannyW618/GOLD](https://github.com/DannyW618/GOLD)
124、Topograph: An Efficient Graph-Based Framework for Strictly Topology Preserving Image Segmentation
- Paper: [**点击下载**](https://openreview.net/attachment?id=Q0zmmNNePz&name=pdf)
- Code: [https://anonymous.4open.science/r/Topograph](https://anonymous.4open.science/r/Topograph)
125、Test-time Alignment of Diffusion Models without Reward Over-optimization
- Paper: [**点击下载**](https://openreview.net/attachment?id=vi3DjUhFVm&name=pdf)
- Code: [https://github.com/krafton-ai/DAS](https://github.com/krafton-ai/DAS)
126、ImpScore: A Learnable Metric For Quantifying The Implicitness Level of Sentences
- Paper: [**点击下载**](https://openreview.net/attachment?id=gYWqxXE5RJ&name=pdf)
- Code: [https://github.com/audreycs/ImpScore](https://github.com/audreycs/ImpScore)
127、LoRA-Pro: Are Low-Rank Adapters Properly Optimized?
- Paper: [**点击下载**](https://openreview.net/attachment?id=gTwRMU3lJ5&name=pdf)
- Code: [https://github.com/mrflogs/LoRA-Pro](https://github.com/mrflogs/LoRA-Pro)
128、LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=oSQiao9GqB&name=pdf)
- Code: [https://llava-vl.github.io/blog/2024-06-16-llava-next-interleave/](https://llava-vl.github.io/blog/2024-06-16-llava-next-interleave/)
129、Large-scale and Fine-grained Vision-language Pre-training for Enhanced CT Image Understanding
- Paper: [**点击下载**](https://openreview.net/attachment?id=nYpPAT4L3D&name=pdf)
- Code: [https://github.com/alibaba-damo-academy/fvlm](https://github.com/alibaba-damo-academy/fvlm)
130、GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks
- Paper: [**点击下载**](https://openreview.net/attachment?id=qgsXsqahMq&name=pdf)
- Code: [https://github.com/ZhuangDingyi/GETS/](https://github.com/ZhuangDingyi/GETS/)
131、Easing Training Process of Rectified Flow Models Via Lengthening Inter-Path Distance
- Paper: [**点击下载**](https://openreview.net/attachment?id=RaR3ETzyKp&name=pdf)
- Code: [https://github.com/shifengxu/DANSM](https://github.com/shifengxu/DANSM)
132、Recovering Manifold Structure Using Ollivier Ricci Curvature
- Paper: [**点击下载**](https://openreview.net/attachment?id=aX7X9z3vQS&name=pdf)
- Code: [https://github.com/TristanSaidi/orcml](https://github.com/TristanSaidi/orcml)
133、AutoCGP: Closed-Loop Concept-Guided Policies from Unlabeled Demonstrations
- Paper: [**点击下载**](https://openreview.net/attachment?id=9ehJCZz4aM&name=pdf)
- Code: [https://github.com/PeiZhou26/AutoCGP](https://github.com/PeiZhou26/AutoCGP)
134、Min-K%++: Improved Baseline for Pre-Training Data Detection from Large Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=ZGkfoufDaU&name=pdf)
- Code: [https://zjysteven.github.io/mink-plus-plus/](https://zjysteven.github.io/mink-plus-plus/)
135、MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion
- Paper: [**点击下载**](https://openreview.net/attachment?id=lJpqxFgWCM&name=pdf)
- Code: [https://monst3r-project.github.io/](https://monst3r-project.github.io/)
136、Atlas Gaussians Diffusion for 3D Generation
- Paper: [**点击下载**](https://openreview.net/attachment?id=H2Gxil855b&name=pdf)
- Code: [https://yanghtr.github.io/projects/atlas_gaussians](https://yanghtr.github.io/projects/atlas_gaussians)
137、Samba: Synchronized Set-of-Sequences Modeling for Multiple Object Tracking
- Paper: [**点击下载**](https://openreview.net/attachment?id=OeBY9XqiTz&name=pdf)
- Code: [https://sambamotr.github.io/](https://sambamotr.github.io/)
138、Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders
- Paper: [**点击下载**](https://openreview.net/attachment?id=Y2RW9EVwhT&name=pdf)
- Code: [https://github.com/NVlabs/Eagle](https://github.com/NVlabs/Eagle)
139、Programming Refusal with Conditional Activation Steering
- Paper: [**点击下载**](https://openreview.net/attachment?id=Oi47wc10sm&name=pdf)
- Code: [https://github.com/IBM/activation-steering](https://github.com/IBM/activation-steering)
140、Perm: A Parametric Representation for Multi-Style 3D Hair Modeling
- Paper: [**点击下载**](https://openreview.net/attachment?id=WKfb1xGXGx&name=pdf)
- Code: [https://cs.yale.edu/homes/che/projects/perm/](https://cs.yale.edu/homes/che/projects/perm/)
141、CLoSD: Closing the Loop between Simulation and Diffusion for multi-task character control
- Paper: [**点击下载**](https://openreview.net/attachment?id=pZISppZSTv&name=pdf)
- Code: [https://guytevet.github.io/CLoSD-page/](https://guytevet.github.io/CLoSD-page/)
142、ND-SDF: Learning Normal Deflection Fields for High-Fidelity Indoor Reconstruction
- Paper: [**点击下载**](https://openreview.net/attachment?id=4HRRcqE9SU&name=pdf)
- Code: [https://zju3dv.github.io/nd-sdf/](https://zju3dv.github.io/nd-sdf/)
143、D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement
- Paper: [**点击下载**](https://openreview.net/attachment?id=MFZjrTFE7h&name=pdf)
- Code: [https://github.com/Peterande/D-FINE](https://github.com/Peterande/D-FINE)
144、Mitigating Information Loss in Tree-Based Reinforcement Learning via Direct Optimization
- Paper: [**点击下载**](https://openreview.net/attachment?id=qpXctF2aLZ&name=pdf)
- Code: [https://github.com/s-marton/sympol](https://github.com/s-marton/sympol)
145、Sharpness-Aware Minimization Efficiently Selects Flatter Minima Late In Training
- Paper: [**点击下载**](https://openreview.net/attachment?id=aD2uwhLbnA&name=pdf)
- Code: [https://github.com/zzp1012/SAM-in-Late-Phase](https://github.com/zzp1012/SAM-in-Late-Phase)
146、DartControl: A Diffusion-Based Autoregressive Motion Model for Real-Time Text-Driven Motion Control
- Paper: [**点击下载**](https://openreview.net/attachment?id=XNA3Mnnbvb&name=pdf)
- Code: [https://zkf1997.github.io/DART/](https://zkf1997.github.io/DART/)
147、ThinK: Thinner Key Cache by Query-Driven Pruning
- Paper: [**点击下载**](https://openreview.net/attachment?id=n0OtGl6VGb&name=pdf)
- Code: [https://github.com/SalesforceAIResearch/ThinK](https://github.com/SalesforceAIResearch/ThinK)
148、4K4DGen: Panoramic 4D Generation at 4K Resolution
- Paper: [**点击下载**](https://openreview.net/attachment?id=qxRoo7ULCo&name=pdf)
- Code: [https://4k4dgen.github.io/](https://4k4dgen.github.io/)
149、RelitLRM: Generative Relightable Radiance for Large Reconstruction Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=3Oli4u6q3p&name=pdf)
- Code: [https://relit-lrm.github.io/](https://relit-lrm.github.io/)
150、ConFIG: Towards Conflict-free Training of Physics Informed Neural Networks
- Paper: [**点击下载**](https://openreview.net/attachment?id=APojAzJQiq&name=pdf)
- Code: [https://tum-pbs.github.io/ConFIG](https://tum-pbs.github.io/ConFIG)
151、Severing Spurious Correlations with Data Pruning
- Paper: [**点击下载**](https://openreview.net/attachment?id=Bk13Qfu8Ru&name=pdf)
- Code: [https://github.com/JEKimLab/ICLR2025_SpuriousDataPruning](https://github.com/JEKimLab/ICLR2025_SpuriousDataPruning)
152、MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete Diffusion
- Paper: [**点击下载**](https://openreview.net/attachment?id=bW9fGYo44s&name=pdf)
- Code: [https://researchgroup12.github.io/Abstract_Diagram.html](https://researchgroup12.github.io/Abstract_Diagram.html)
153、Hymba: A Hybrid-head Architecture for Small Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=A1ztozypga&name=pdf)
- Code: [https://huggingface.co/nvidia/Hymba-1.5B-Base](https://huggingface.co/nvidia/Hymba-1.5B-Base)
154、Training-Free Activation Sparsity in Large Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=dGVZwyq5tV&name=pdf)
- Code: [https://github.com/FasterDecoding/TEAL](https://github.com/FasterDecoding/TEAL)
155、Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling
- Paper: [**点击下载**](https://openreview.net/attachment?id=FDnZFpHmU4&name=pdf)
- Code: [https://github.com/starrYYxuan/UniTE](https://github.com/starrYYxuan/UniTE)
156、CubeDiff: Repurposing Diffusion-Based Image Models for Panorama Generation
- Paper: [**点击下载**](https://openreview.net/attachment?id=M2SsqpxGtc&name=pdf)
- Code: [https://cubediff.github.io/](https://cubediff.github.io/)
157、Poison-splat: Computation Cost Attack on 3D Gaussian Splatting
- Paper: [**点击下载**](https://openreview.net/attachment?id=ExrEw8cVlU&name=pdf)
- Code: [ https://github.com/jiahaolu97/poison-splat]( https://github.com/jiahaolu97/poison-splat)
158、Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance
- Paper: [**点击下载**](https://openreview.net/attachment?id=BgxsmpVoOX&name=pdf)
- Code: [https://github.com/krafton-ai/Rare-to-Frequent](https://github.com/krafton-ai/Rare-to-Frequent)
159、Scalable and Certifiable Graph Unlearning: Overcoming the Approximation Error Barrier
- Paper: [**点击下载**](https://openreview.net/attachment?id=pPyJyeLriR&name=pdf)
- Code: [https://github.com/luyi256/ScaleGUN](https://github.com/luyi256/ScaleGUN)
160、TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters
- Paper: [**点击下载**](https://openreview.net/attachment?id=oQ4igHyh3N&name=pdf)
- Code: [https://github.com/Haiyang-W/TokenFormer.git](https://github.com/Haiyang-W/TokenFormer.git)
161、Linear Spherical Sliced Optimal Transport: A Fast Metric for Comparing Spherical Data
- Paper: [**点击下载**](https://openreview.net/attachment?id=fgUFZAxywx&name=pdf)
- Code: [adni.loni.usc.edu](adni.loni.usc.edu)
162、Enhancing Pre-trained Representation Classifiability can Boost its Interpretability
- Paper: [**点击下载**](https://openreview.net/attachment?id=GjfIZan5jN&name=pdf)
- Code: [https://github.com/ssfgunner/IIS](https://github.com/ssfgunner/IIS)
163、LiveBench: A Challenging, Contamination-Limited LLM Benchmark
- Paper: [**点击下载**](https://openreview.net/attachment?id=sKYHBTAxVa&name=pdf)
- Code: [https://livebench.ai](https://livebench.ai)
164、Stem-OB: Generalizable Visual Imitation Learning with Stem-Like Convergent Observation through Diffusion Inversion
- Paper: [**点击下载**](https://openreview.net/attachment?id=xaYlO03tIk&name=pdf)
- Code: [https://github.com/hukz18/Stem-Ob/](https://github.com/hukz18/Stem-Ob/)
165、Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model
- Paper: [**点击下载**](https://openreview.net/attachment?id=kxFtMHItrf&name=pdf)
- Code: [https://github.com/ChunmingHe/Reti-Diff](https://github.com/ChunmingHe/Reti-Diff)
166、MRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers
- Paper: [**点击下载**](https://openreview.net/attachment?id=yVeNBxwL5W&name=pdf)
- Code: [https://github.com/grrrute/mr-sampler](https://github.com/grrrute/mr-sampler)
167、SRSA: Skill Retrieval and Adaptation for Robotic Assembly Tasks
- Paper: [**点击下载**](https://openreview.net/attachment?id=RInisw1yin&name=pdf)
- Code: [https://srsa2024.github.io/](https://srsa2024.github.io/)
168、DenseMatcher: Learning 3D Semantic Correspondence for Category-Level Manipulation from a Single Demo
- Paper: [**点击下载**](https://openreview.net/attachment?id=8oFvUBvF1u&name=pdf)
- Code: [https://tea-lab.github.io/DenseMatcher/](https://tea-lab.github.io/DenseMatcher/)
169、Beyond Next Token Prediction: Patch-Level Training for Large Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=dDpB23VbVa&name=pdf)
- Code: [https://github.com/shaochenze/PatchTrain](https://github.com/shaochenze/PatchTrain)
170、LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=3b9SKkRAKw&name=pdf)
- Code: [https://github.com/M3DV/LeFusion](https://github.com/M3DV/LeFusion)
171、LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=z8sxoCYgmd&name=pdf)
- Code: [https://opendatalab.github.io/LOKI/](https://opendatalab.github.io/LOKI/)
172、Both Ears Wide Open: Towards Language-Driven Spatial Audio Generation
- Paper: [**点击下载**](https://openreview.net/attachment?id=qPx3i9sMxv&name=pdf)
- Code: [https://peiwensun2000.github.io/bewo/](https://peiwensun2000.github.io/bewo/)
173、One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single Prompt
- Paper: [**点击下载**](https://openreview.net/attachment?id=cD1kl2QKv1&name=pdf)
- Code: [https://github.com/byliutao/1Prompt1Story](https://github.com/byliutao/1Prompt1Story)
174、MetaUrban: An Embodied AI Simulation Platform for Urban Micromobility
- Paper: [**点击下载**](https://openreview.net/attachment?id=kFsWpSxkFz&name=pdf)
- Code: [https://metadriverse.github.io/metaurban](https://metadriverse.github.io/metaurban)
175、UniMatch: Universal Matching from Atom to Task for Few-Shot Drug Discovery
- Paper: [**点击下载**](https://openreview.net/attachment?id=v9EjwMM55Y&name=pdf)
- Code: [https://github.com/Lirain21/UniMatch.git](https://github.com/Lirain21/UniMatch.git)
176、DynamicCity: Large-Scale 4D Occupancy Generation from Dynamic Scenes
- Paper: [**点击下载**](https://openreview.net/attachment?id=M7KyLjuN0A&name=pdf)
- Code: [https://dynamic-city.github.io](https://dynamic-city.github.io)
177、Instance-dependent Early Stopping
- Paper: [**点击下载**](https://openreview.net/attachment?id=P42DbV2nuV&name=pdf)
- Code: [https://github.com/tmllab/2025_ICLR_IES](https://github.com/tmllab/2025_ICLR_IES)
178、Moner: Motion Correction in Undersampled Radial MRI with Unsupervised Neural Representation
- Paper: [**点击下载**](https://openreview.net/attachment?id=OdnqG1fYpo&name=pdf)
- Code: [https://github.com/iwuqing/Moner](https://github.com/iwuqing/Moner)
179、SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=vWR3KuiQur&name=pdf)
- Code: [https://hanlab.mit.edu/projects/svdquant](https://hanlab.mit.edu/projects/svdquant)
### Accept Poster
1、Self-supervised contrastive learning performs non-linear system identification
- Paper: [**点击下载**](https://openreview.net/attachment?id=ONfWFluZBI&name=pdf)
- Code: [https://github.com/dynamical-inference/dyncl](https://github.com/dynamical-inference/dyncl)
2、Sparse autoencoders reveal selective remapping of visual concepts during adaptation
- Paper: [**点击下载**](https://openreview.net/attachment?id=imT03YXlG2&name=pdf)
- Code: [https://github.com/dynamical-inference/patchsae](https://github.com/dynamical-inference/patchsae)
3、Multi-Label Test-Time Adaptation with Bound Entropy Minimization
- Paper: [**点击下载**](https://openreview.net/attachment?id=75PhjtbBdr&name=pdf)
- Code: [https://github.com/Jinx630/ML-TTA](https://github.com/Jinx630/ML-TTA)
4、TabM: Advancing tabular deep learning with parameter-efficient ensembling
- Paper: [**点击下载**](https://openreview.net/attachment?id=Sd4wYYOhmY&name=pdf)
- Code: [https://github.com/yandex-research/tabm](https://github.com/yandex-research/tabm)
5、ToolGen: Unified Tool Retrieval and Calling via Generation
- Paper: [**点击下载**](https://openreview.net/attachment?id=XLMAMmowdY&name=pdf)
- Code: [https://github.com/Reason-Wang/ToolGen](https://github.com/Reason-Wang/ToolGen)
6、Activation Gradient based Poisoned Sample Detection Against Backdoor Attacks
- Paper: [**点击下载**](https://openreview.net/attachment?id=VNMJfBBUd5&name=pdf)
- Code: [https://github.com/SCLBD/BackdoorBench](https://github.com/SCLBD/BackdoorBench)
7、Video Action Differencing
- Paper: [**点击下载**](https://openreview.net/attachment?id=3bcN6xlO6f&name=pdf)
- Code: [https://huggingface.co/datasets/jmhb/VidDiffBench](https://huggingface.co/datasets/jmhb/VidDiffBench)
8、Optimal Transport for Time Series Imputation
- Paper: [**点击下载**](https://openreview.net/attachment?id=xPTzjpIQNp&name=pdf)
- Code: [https://github.com/FMLYD/PSW-I](https://github.com/FMLYD/PSW-I)
9、RaSA: Rank-Sharing Low-Rank Adaptation
- Paper: [**点击下载**](https://openreview.net/attachment?id=GdXI5zCoAt&name=pdf)
- Code: [https://github.com/zwhe99/RaSA](https://github.com/zwhe99/RaSA)
10、Offline Model-Based Optimization by Learning to Rank
- Paper: [**点击下载**](https://openreview.net/attachment?id=sb1HgVDLjN&name=pdf)
- Code: [https://github.com/lamda-bbo/Offline-RaM](https://github.com/lamda-bbo/Offline-RaM)
11、From Search to Sampling: Generative Models for Robust Algorithmic Recourse
- Paper: [**点击下载**](https://openreview.net/attachment?id=NtwFghsJne&name=pdf)
- Code: [https://github.com/prateekgargx/genre](https://github.com/prateekgargx/genre)
12、Monte Carlo Planning with Large Language Model for Text-Based Game Agents
- Paper: [**点击下载**](https://openreview.net/attachment?id=r1KcapkzCt&name=pdf)
- Code: [https://github.com/winni18/MC-DML](https://github.com/winni18/MC-DML)
13、Robust Root Cause Diagnosis using In-Distribution Interventions
- Paper: [**点击下载**](https://openreview.net/attachment?id=l11DZY5Nxu&name=pdf)
- Code: [https://github.com/nlokeshiisc/IDI_release](https://github.com/nlokeshiisc/IDI_release)
14、Boosting Neural Combinatorial Optimization for Large-Scale Vehicle Routing Problems
- Paper: [**点击下载**](https://openreview.net/attachment?id=TbTJJNjumY&name=pdf)
- Code: [https://github.com/CIAM-Group/SIL](https://github.com/CIAM-Group/SIL)
15、SimulPL: Aligning Human Preferences in Simultaneous Machine Translation
- Paper: [**点击下载**](https://openreview.net/attachment?id=XBF63bHDZw&name=pdf)
- Code: [https://github.com/EurekaForNLP/SimulPL](https://github.com/EurekaForNLP/SimulPL)
16、SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation
- Paper: [**点击下载**](https://openreview.net/attachment?id=dTkqaCKLPp&name=pdf)
- Code: [https://github.com/sngdng/scope-faithfulness](https://github.com/sngdng/scope-faithfulness)
17、Clique Number Estimation via Differentiable Functions of Adjacency Matrix Permutations
- Paper: [**点击下载**](https://openreview.net/attachment?id=DFSb67ksVr&name=pdf)
- Code: [https://github.com/structlearning/mxnet](https://github.com/structlearning/mxnet)
18、ADAM: An Embodied Causal Agent in Open-World Environments
- Paper: [**点击下载**](https://openreview.net/attachment?id=Ouu3HnIVBc&name=pdf)
- Code: [https://opencausalab.github.io/ADAM](https://opencausalab.github.io/ADAM)
19、Beware of Calibration Data for Pruning Large Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=x83w6yGIWb&name=pdf)
- Code: [https://github.com/Dereck0602/calibration_data](https://github.com/Dereck0602/calibration_data)
20、Efficient Residual Learning with Mixture-of-Experts for Universal Dexterous Grasping
- Paper: [**点击下载**](https://openreview.net/attachment?id=BUj9VSCoET&name=pdf)
- Code: [https://sites.google.com/view/resdex](https://sites.google.com/view/resdex)
21、Herald: A Natural Language Annotated Lean 4 Dataset
- Paper: [**点击下载**](https://openreview.net/attachment?id=Se6MgCtRhz&name=pdf)
- Code: [https://huggingface.co/FrenzyMath/Herald_translator](https://huggingface.co/FrenzyMath/Herald_translator)
22、HyperFace: Generating Synthetic Face Recognition Datasets by Exploring Face Embedding Hypersphere
- Paper: [**点击下载**](https://openreview.net/attachment?id=4YzVF9isgD&name=pdf)
- Code: [https://www.idiap.ch/paper/hyperface](https://www.idiap.ch/paper/hyperface)
23、DPLM-2: A Multimodal Diffusion Protein Language Model
- Paper: [**点击下载**](https://openreview.net/attachment?id=5z9GjHgerY&name=pdf)
- Code: [https://bytedance.github.io/dplm/dplm-2](https://bytedance.github.io/dplm/dplm-2)
24、Language Imbalance Driven Rewarding for Multilingual Self-improving
- Paper: [**点击下载**](https://openreview.net/attachment?id=Kak2ZH5Itp&name=pdf)
- Code: [https://github.com/ZNLP/Language-Imbalance-Driven-Rewarding](https://github.com/ZNLP/Language-Imbalance-Driven-Rewarding)
25、Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation
- Paper: [**点击下载**](https://openreview.net/attachment?id=moWiYJuSGF&name=pdf)
- Code: [https://github.com/kyle8581/WMA-Agents](https://github.com/kyle8581/WMA-Agents)
26、Distribution-Free Data Uncertainty for Neural Network Regression
- Paper: [**点击下载**](https://openreview.net/attachment?id=pDDODPtpx9&name=pdf)
- Code: [https://github.com/proto-n/torch-naut](https://github.com/proto-n/torch-naut)
27、LASeR: Towards Diversified and Generalizable Robot Design with Large Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=7mlvOHL6qJ&name=pdf)
- Code: [https://github.com/WoodySJR/LASeR](https://github.com/WoodySJR/LASeR)
28、SOO-Bench: Benchmarks for Evaluating the Stability of Offline Black-Box Optimization
- Paper: [**点击下载**](https://openreview.net/attachment?id=bqf0aCF3Dd&name=pdf)
- Code: [https://github.com/zhuyiyi-123/SOO-Bench](https://github.com/zhuyiyi-123/SOO-Bench)
29、Stealthy Shield Defense: A Conditional Mutual Information-Based Approach against Black-Box Model Inversion Attacks
- Paper: [**点击下载**](https://openreview.net/attachment?id=p0DjhjPXl3&name=pdf)
- Code: [https://github.com/ZhuangQu/Stealthy-Shield-Defense](https://github.com/ZhuangQu/Stealthy-Shield-Defense)
30、Be More Diverse than the Most Diverse: Optimal Mixtures of Generative Models via Mixture-UCB Bandit Algorithms
- Paper: [**点击下载**](https://openreview.net/attachment?id=2Chkk5Ye2s&name=pdf)
- Code: [https://github.com/Rezaei-Parham/Mixture-UCB](https://github.com/Rezaei-Parham/Mixture-UCB)
31、Arithmetic Transformers Can Length-Generalize in Both Operand Length and Count
- Paper: [**点击下载**](https://openreview.net/attachment?id=eIgGesYKLG&name=pdf)
- Code: [https://github.com/HanseulJo/position-coupling](https://github.com/HanseulJo/position-coupling)
32、One-for-All Few-Shot Anomaly Detection via Instance-Induced Prompt Learning
- Paper: [**点击下载**](https://openreview.net/attachment?id=Zzs3JwknAY&name=pdf)
- Code: [https://github.com/Vanssssry/One-For-All-Few-Shot-Anomaly-Detection](https://github.com/Vanssssry/One-For-All-Few-Shot-Anomaly-Detection)
33、URLOST: Unsupervised Representation Learning without Stationarity or Topology
- Paper: [**点击下载**](https://openreview.net/attachment?id=MBBRHDuiwM&name=pdf)
- Code: [https://github.com/zeyuyun1/URLOST/](https://github.com/zeyuyun1/URLOST/)
34、Charting the Design Space of Neural Graph Representations for Subgraph Matching
- Paper: [**点击下载**](https://openreview.net/attachment?id=5pd78GmXC6&name=pdf)
- Code: [https://github.com/structlearning/neural-subm-design-space ](https://github.com/structlearning/neural-subm-design-space )
35、Distilling Dataset into Neural Field
- Paper: [**点击下载**](https://openreview.net/attachment?id=nCrJD7qPJN&name=pdf)
- Code: [https://github.com/aailab-kaist/DDiF](https://github.com/aailab-kaist/DDiF)
36、SIM: Surface-based fMRI Analysis for Inter-Subject Multimodal Decoding from Movie-Watching Experiments
- Paper: [**点击下载**](https://openreview.net/attachment?id=OJsMGsO6yn&name=pdf)
- Code: [https://github.com/metrics-lab/sim](https://github.com/metrics-lab/sim)
37、SPORTU: A Comprehensive Sports Understanding Benchmark for Multimodal Large Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=x1yOHtFfDh&name=pdf)
- Code: [https://github.com/chili-lab/SPORTU](https://github.com/chili-lab/SPORTU)
38、Group-robust Sample Reweighting for Subpopulation Shifts via Influence Functions
- Paper: [**点击下载**](https://openreview.net/attachment?id=aQj9Ifxrl6&name=pdf)
- Code: [https://github.com/qiaoruiyt/GSR](https://github.com/qiaoruiyt/GSR)
39、GotenNet: Rethinking Efficient 3D Equivariant Graph Neural Networks
- Paper: [**点击下载**](https://openreview.net/attachment?id=5wxCQDtbMo&name=pdf)
- Code: [https://github.com/sarpaykent/GotenNet](https://github.com/sarpaykent/GotenNet)
40、Efficient Automated Circuit Discovery in Transformers using Contextual Decomposition
- Paper: [**点击下载**](https://openreview.net/attachment?id=41HlN8XYM5&name=pdf)
- Code: [https://github.com/adelaidehsu/CD_Circuit](https://github.com/adelaidehsu/CD_Circuit)
41、How to Evaluate Reward Models for RLHF
- Paper: [**点击下载**](https://openreview.net/attachment?id=cbttLtO94Q&name=pdf)
- Code: [https://github.com/lmarena/PPE](https://github.com/lmarena/PPE)
42、An Efficient Framework for Crediting Data Contributors of Diffusion Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=9EqQC2ct4H&name=pdf)
- Code: [https://github.com/q8888620002/data_attribution](https://github.com/q8888620002/data_attribution)
43、You Only Prune Once: Designing Calibration-Free Model Compression With Policy Learning
- Paper: [**点击下载**](https://openreview.net/attachment?id=5RZoYIT3u6&name=pdf)
- Code: [https://github.com/LCS2-IIITD/PruneNet](https://github.com/LCS2-IIITD/PruneNet)
44、SageAttention: Accurate 8-Bit Attention for Plug-and-play Inference Acceleration
- Paper: [**点击下载**](https://openreview.net/attachment?id=OL44KtasKc&name=pdf)
- Code: [https://github.com/thu-ml/SageAttention](https://github.com/thu-ml/SageAttention)
45、FreDF: Learning to Forecast in the Frequency Domain
- Paper: [**点击下载**](https://openreview.net/attachment?id=4A9IdSa1ul&name=pdf)
- Code: [https://github.com/Master-PLC/FreDF](https://github.com/Master-PLC/FreDF)
46、Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs
- Paper: [**点击下载**](https://openreview.net/attachment?id=E2PFv7ad3p&name=pdf)
- Code: [https://github.com/galactic123/Sycophancy_in_VLMs.](https://github.com/galactic123/Sycophancy_in_VLMs.)
47、Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass
- Paper: [**点击下载**](https://openreview.net/attachment?id=bc3sUsS6ck&name=pdf)
- Code: [https://github.com/chentong0/generative-adapter](https://github.com/chentong0/generative-adapter)
48、Ensembling Diffusion Models via Adaptive Feature Aggregation
- Paper: [**点击下载**](https://openreview.net/attachment?id=e32cI4r8Eo&name=pdf)
- Code: [https://github.com/tenvence/afa](https://github.com/tenvence/afa)
49、Model merging with SVD to tie the Knots
- Paper: [**点击下载**](https://openreview.net/attachment?id=67X93aZHII&name=pdf)
- Code: [https://github.com/gstoica27/KnOTS](https://github.com/gstoica27/KnOTS)
50、Making Text Embedders Few-Shot Learners
- Paper: [**点击下载**](https://openreview.net/attachment?id=wfLuiDjQ0u&name=pdf)
- Code: [https://github.com/FlagOpen/FlagEmbedding](https://github.com/FlagOpen/FlagEmbedding)
51、PolyhedronNet: Representation Learning for Polyhedra with Surface-attributed Graph
- Paper: [**点击下载**](https://openreview.net/attachment?id=BpyHIrpUOL&name=pdf)
- Code: [https://github.com/dyu62/3D_polyhedron](https://github.com/dyu62/3D_polyhedron)
52、SafeDiffuser: Safe Planning with Diffusion Probabilistic Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=ig2wk7kK9J&name=pdf)
- Code: [https://safediffuser.github.io/safediffuser/](https://safediffuser.github.io/safediffuser/)
53、Searching for Optimal Solutions with LLMs via Bayesian Optimization
- Paper: [**点击下载**](https://openreview.net/attachment?id=aVfDrl7xDV&name=pdf)
- Code: [https://github.com/amazon-science/BOPRO-ICLR-2025](https://github.com/amazon-science/BOPRO-ICLR-2025)
54、Adversarial Generative Flow Network for Solving Vehicle Routing Problems
- Paper: [**点击下载**](https://openreview.net/attachment?id=tBom4xOW1H&name=pdf)
- Code: [https://github.com/ZHANG-NI/AGFN](https://github.com/ZHANG-NI/AGFN)
55、LongMamba: Enhancing Mamba's Long-Context Capabilities via Training-Free Receptive Field Enlargement
- Paper: [**点击下载**](https://openreview.net/attachment?id=fMbLszVO1H&name=pdf)
- Code: [https://github.com/GATECH-EIC/LongMamba](https://github.com/GATECH-EIC/LongMamba)
56、Lawma: The Power of Specialization for Legal Annotation
- Paper: [**点击下载**](https://openreview.net/attachment?id=7El7K1DoyX&name=pdf)
- Code: [https://github.com/socialfoundations/lawma](https://github.com/socialfoundations/lawma)
57、Stiefel Flow Matching for Moment-Constrained Structure Elucidation
- Paper: [**点击下载**](https://openreview.net/attachment?id=84WmbzikPP&name=pdf)
- Code: [https://github.com/aspuru-guzik-group/stiefelFM](https://github.com/aspuru-guzik-group/stiefelFM)
58、No Preference Left Behind: Group Distributional Preference Optimization
- Paper: [**点击下载**](https://openreview.net/attachment?id=bgpNJBD6Va&name=pdf)
- Code: [https://github.com/BigBinnie/GDPO](https://github.com/BigBinnie/GDPO)
59、Robust Weight Initialization for Tanh Neural Networks with Fixed Point Analysis
- Paper: [**点击下载**](https://openreview.net/attachment?id=Es4RPNDtmq&name=pdf)
- Code: [https://github.com/1HyunwooLee/Tanh-Init](https://github.com/1HyunwooLee/Tanh-Init)
60、Agent S: An Open Agentic Framework that Uses Computers Like a Human
- Paper: [**点击下载**](https://openreview.net/attachment?id=lIVRgt4nLv&name=pdf)
- Code: [https://github.com/simular-ai/Agent-S](https://github.com/simular-ai/Agent-S)
61、Semi-Parametric Retrieval via Binary Bag-of-Tokens Index
- Paper: [**点击下载**](https://openreview.net/attachment?id=l0fn10vSyM&name=pdf)
- Code: [https://github.com/jzhoubu/sidr](https://github.com/jzhoubu/sidr)
62、PN-GAIL: Leveraging Non-optimal Information from Imperfect Demonstrations
- Paper: [**点击下载**](https://openreview.net/attachment?id=0e2pcSxQJS&name=pdf)
- Code: [https://github.com/QiangLiuT/PN-GAIL](https://github.com/QiangLiuT/PN-GAIL)
63、Hyperbolic Genome Embeddings
- Paper: [**点击下载**](https://openreview.net/attachment?id=NkGDNM8LB0&name=pdf)
- Code: [https://github.com/rrkhan/HGE](https://github.com/rrkhan/HGE)
64、RTop-K: Ultra-Fast Row-Wise Top-K Selection for Neural Network Acceleration on GPUs
- Paper: [**点击下载**](https://openreview.net/attachment?id=PHg4rAXFVH&name=pdf)
- Code: [https://anonymous.4open.science/r/RTopK-4DE7](https://anonymous.4open.science/r/RTopK-4DE7)
65、Attributing Culture-Conditioned Generations to Pretraining Corpora
- Paper: [**点击下载**](https://openreview.net/attachment?id=XrsOu4KgDE&name=pdf)
- Code: [https://github.com/huihanlhh/CultureGenAttr](https://github.com/huihanlhh/CultureGenAttr)
66、Unveiling the Secret Recipe: A Guide For Supervised Fine-Tuning Small LLMs
- Paper: [**点击下载**](https://openreview.net/attachment?id=eENHKMTOfW&name=pdf)
- Code: [https://github.com/instructlab/training](https://github.com/instructlab/training)
67、DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory
- Paper: [**点击下载**](https://openreview.net/attachment?id=hoYFLRNbhc&name=pdf)
- Code: [https://github.com/YutongWang1216/DocMTAgent](https://github.com/YutongWang1216/DocMTAgent)
68、Model Editing as a Robust and Denoised variant of DPO: A Case Study on Toxicity
- Paper: [**点击下载**](https://openreview.net/attachment?id=lOi6FtIwR8&name=pdf)
- Code: [https://github.com/Uppaal/detox-edit](https://github.com/Uppaal/detox-edit)
69、A Common Pitfall of Margin-based Language Model Alignment: Gradient Entanglement
- Paper: [**点击下载**](https://openreview.net/attachment?id=YaBiGjuDiC&name=pdf)
- Code: [https://github.com/HumainLab/Understand_MarginPO](https://github.com/HumainLab/Understand_MarginPO)
70、ManiSkill-HAB: A Benchmark for Low-Level Manipulation in Home Rearrangement Tasks
- Paper: [**点击下载**](https://openreview.net/attachment?id=6bKEWevgSd&name=pdf)
- Code: [http://arth-shukla.github.io/mshab](http://arth-shukla.github.io/mshab)
71、Generalized Behavior Learning from Diverse Demonstrations
- Paper: [**点击下载**](https://openreview.net/attachment?id=Q7EjHroO1w&name=pdf)
- Code: [https://github.com/CORE-Robotics-Lab/GSD](https://github.com/CORE-Robotics-Lab/GSD)
72、DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=VOAMTA8jKu&name=pdf)
- Code: [https://dynamath.github.io](https://dynamath.github.io)
73、Neural Stochastic Differential Equations for Uncertainty-Aware Offline RL
- Paper: [**点击下载**](https://openreview.net/attachment?id=hxUMQ4fic3&name=pdf)
- Code: [https://github.com/cevahir-koprulu/sde4mbrltatu/tree/iclr2025](https://github.com/cevahir-koprulu/sde4mbrltatu/tree/iclr2025)
74、Safety-Prioritizing Curricula for Constrained Reinforcement Learning
- Paper: [**点击下载**](https://openreview.net/attachment?id=f3QR9TEERH&name=pdf)
- Code: [https://github.com/cevahir-koprulu/safe-curriculum](https://github.com/cevahir-koprulu/safe-curriculum)
75、Towards Federated RLHF with Aggregated Client Preference for LLMs
- Paper: [**点击下载**](https://openreview.net/attachment?id=mqNKiEB6pd&name=pdf)
- Code: [https://github.com/HarliWu/FedBiscuit](https://github.com/HarliWu/FedBiscuit)
76、MetaDesigner: Advancing Artistic Typography through AI-Driven, User-Centric, and Multilingual WordArt Synthesis
- Paper: [**点击下载**](https://openreview.net/attachment?id=Mv3GAYJGcW&name=pdf)
- Code: [https://modelscope.cn/studios/WordArt/WordArt](https://modelscope.cn/studios/WordArt/WordArt)
77、Physics of Language Models: Part 3.2, Knowledge Manipulation
- Paper: [**点击下载**](https://openreview.net/attachment?id=oDbiL9CLoS&name=pdf)
- Code: [https://youtu.be/yBL7J0kgldU](https://youtu.be/yBL7J0kgldU)
78、On Calibration of LLM-based Guard Models for Reliable Content Moderation
- Paper: [**点击下载**](https://openreview.net/attachment?id=wUbum0nd9N&name=pdf)
- Code: [https://github.com/Waffle-Liu/calibration_guard_model](https://github.com/Waffle-Liu/calibration_guard_model)
79、Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems
- Paper: [**点击下载**](https://openreview.net/attachment?id=zpDGwcmMV4&name=pdf)
- Code: [https://youtu.be/yBL7J0kgldU](https://youtu.be/yBL7J0kgldU)
80、Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference
- Paper: [**点击下载**](https://openreview.net/attachment?id=9juyeCqL0u&name=pdf)
- Code: [https://github.com/AniketVashishtha/Causal_Order_Imperfect_Experts](https://github.com/AniketVashishtha/Causal_Order_Imperfect_Experts)
81、Physics of Language Models: Part 2.1, Grade-School Math and the Hidden Reasoning Process
- Paper: [**点击下载**](https://openreview.net/attachment?id=Tn5B6Udq3E&name=pdf)
- Code: [https://youtu.be/yBL7J0kgldU](https://youtu.be/yBL7J0kgldU)
82、Agent-Oriented Planning in Multi-Agent Systems
- Paper: [**点击下载**](https://openreview.net/attachment?id=EqcLAU6gyU&name=pdf)
- Code: [https://github.com/lalaliat/Agent-Oriented-Planning](https://github.com/lalaliat/Agent-Oriented-Planning)
83、Diffusion Generative Modeling for Spatially Resolved Gene Expression Inference from Histology Images
- Paper: [**点击下载**](https://openreview.net/attachment?id=FtjLUHyZAO&name=pdf)
- Code: [https://github.com/SichenZhu/Stem](https://github.com/SichenZhu/Stem)
84、Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers
- Paper: [**点击下载**](https://openreview.net/attachment?id=yzloNYH3QN&name=pdf)
- Code: [https://github.com/OSU-NLP-Group/In-Context-Reranking](https://github.com/OSU-NLP-Group/In-Context-Reranking)
85、ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning
- Paper: [**点击下载**](https://openreview.net/attachment?id=GBIUbwW9D8&name=pdf)
- Code: [https://aka.ms/ExACT](https://aka.ms/ExACT)
86、STAFF: Speculative Coreset Selection for Task-Specific Fine-tuning
- Paper: [**点击下载**](https://openreview.net/attachment?id=FAfxvdv1Dy&name=pdf)
- Code: [https://github.com/shiningrain/STAFF](https://github.com/shiningrain/STAFF)
87、Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHR Data
- Paper: [**点击下载**](https://openreview.net/attachment?id=zg3ec1TdAP&name=pdf)
- Code: [https://github.com/som-shahlab/long_context_clues](https://github.com/som-shahlab/long_context_clues)
88、Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection
- Paper: [**点击下载**](https://openreview.net/attachment?id=HNOo4UNPBF&name=pdf)
- Code: [https://github.com/MedAITech/SCRD4AD](https://github.com/MedAITech/SCRD4AD)
89、Learning Efficient Positional Encodings with Graph Neural Networks
- Paper: [**点击下载**](https://openreview.net/attachment?id=AWg2tkbydO&name=pdf)
- Code: [https://github.com/ehejin/Pearl-PE](https://github.com/ehejin/Pearl-PE)
90、Scalable Influence and Fact Tracing for Large Language Model Pretraining
- Paper: [**点击下载**](https://openreview.net/attachment?id=gLa96FlWwn&name=pdf)
- Code: [https://github.com/pair-code/pretraining-tda](https://github.com/pair-code/pretraining-tda)
91、Mastering Task Arithmetic: $\tau$Jp as a Key Indicator for Weight Disentanglement
- Paper: [**点击下载**](https://openreview.net/attachment?id=1VwWi6zbxs&name=pdf)
- Code: [https://github.com/katoro8989/tau-Jp_Task_Arithmetic](https://github.com/katoro8989/tau-Jp_Task_Arithmetic)
92、Diffusion State-Guided Projected Gradient for Inverse Problems
- Paper: [**点击下载**](https://openreview.net/attachment?id=kRBQwlkFSP&name=pdf)
- Code: [https://github.com/Anima-Lab/DiffStateGrad](https://github.com/Anima-Lab/DiffStateGrad)
93、PALMBENCH: A COMPREHENSIVE BENCHMARK OF COMPRESSED LARGE LANGUAGE MODELS ON MOBILE PLATFORMS
- Paper: [**点击下载**](https://openreview.net/attachment?id=xzSUdw6s76&name=pdf)
- Code: [https://github.com/JimmyLi-Network/PalmBench.github.io/](https://github.com/JimmyLi-Network/PalmBench.github.io/)
94、Generating CAD Code with Vision-Language Models for 3D Designs
- Paper: [**点击下载**](https://openreview.net/attachment?id=BLWaTeucYX&name=pdf)
- Code: [https://github.com/Kamel773/CAD_Code_Generation](https://github.com/Kamel773/CAD_Code_Generation)
95、MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization
- Paper: [**点击下载**](https://openreview.net/attachment?id=R4q3cY3kQf&name=pdf)
- Code: [https://sukhijab.github.io/projects/maxinforl/](https://sukhijab.github.io/projects/maxinforl/)
96、Forgetting Transformer: Softmax Attention with a Forget Gate
- Paper: [**点击下载**](https://openreview.net/attachment?id=q2Lnyegkr8&name=pdf)
- Code: [https://github.com/zhixuan-lin/forgetting-transformer](https://github.com/zhixuan-lin/forgetting-transformer)
97、ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing
- Paper: [**点击下载**](https://openreview.net/attachment?id=4D0f16Vwc3&name=pdf)
- Code: [https://github.com/thu-ml/ReMoE](https://github.com/thu-ml/ReMoE)
98、GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=AjXkRZIvjB&name=pdf)
- Code: [https://github.com/apple/ml-gsm-symbolic](https://github.com/apple/ml-gsm-symbolic)
99、Score-based Self-supervised MRI Denoising
- Paper: [**点击下载**](https://openreview.net/attachment?id=uNd289HjLi&name=pdf)
- Code: [https://jiachentu.github.io/Corruption2Self-Self-Supervised-Denoising/](https://jiachentu.github.io/Corruption2Self-Self-Supervised-Denoising/)
100、ProteinBench: A Holistic Evaluation of Protein Foundation Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=BksqWM8737&name=pdf)
- Code: [https://proteinbench.github.io/](https://proteinbench.github.io/)
101、LeanQuant: Accurate and Scalable Large Language Model Quantization with Loss-error-aware Grid
- Paper: [**点击下载**](https://openreview.net/attachment?id=ISqx8giekS&name=pdf)
- Code: [https://github.com/LeanModels/LeanQuant](https://github.com/LeanModels/LeanQuant)
102、Strategist: Self-improvement of LLM Decision Making via Bi-Level Tree Search
- Paper: [**点击下载**](https://openreview.net/attachment?id=gfI9v7AbFg&name=pdf)
- Code: [https://llm-strategist.github.io](https://llm-strategist.github.io)
103、GReaTer: Gradients Over Reasoning Makes Smaller Language Models Strong Prompt Optimizers
- Paper: [**点击下载**](https://openreview.net/attachment?id=fWRBheSJth&name=pdf)
- Code: [https://github.com/psunlpgroup/GreaTer](https://github.com/psunlpgroup/GreaTer)
104、LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding
- Paper: [**点击下载**](https://openreview.net/attachment?id=98d7DLMGdt&name=pdf)
- Code: [https://github.com/jadohu/LANTERN](https://github.com/jadohu/LANTERN)
105、Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation Systems
- Paper: [**点击下载**](https://openreview.net/attachment?id=Y4aWwRh25b&name=pdf)
- Code: [https://github.com/zhentingqi/rag-privacy.git](https://github.com/zhentingqi/rag-privacy.git)
106、EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing
- Paper: [**点击下载**](https://openreview.net/attachment?id=Y2Dh8rWwlb&name=pdf)
- Code: [https://eric-ai-lab.github.io/edit-room.github.io/](https://eric-ai-lab.github.io/edit-room.github.io/)
107、MrT5: Dynamic Token Merging for Efficient Byte-level Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=VYWBMq1L7H&name=pdf)
- Code: [https://github.com/jkallini/mrt5](https://github.com/jkallini/mrt5)
108、Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
- Paper: [**点击下载**](https://openreview.net/attachment?id=JvkuZZ04O7&name=pdf)
- Code: [https://github.com/Graph-COM/SubgraphRAG](https://github.com/Graph-COM/SubgraphRAG)
109、What's the Move? Hybrid Imitation Learning via Salient Points
- Paper: [**点击下载**](https://openreview.net/attachment?id=r0pLGGcuY6&name=pdf)
- Code: [http://sphinx-manip.github.io](http://sphinx-manip.github.io)
110、LocoVR: Multiuser Indoor Locomotion Dataset in Virtual Reality
- Paper: [**点击下载**](https://openreview.net/attachment?id=9mBodivRIo&name=pdf)
- Code: [https://github.com/kt2024-hal/LocoVR](https://github.com/kt2024-hal/LocoVR)
111、Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention
- Paper: [**点击下载**](https://openreview.net/attachment?id=rEQqBZIz49&name=pdf)
- Code: [https://orcid.org/0009-0003-5683-4645](https://orcid.org/0009-0003-5683-4645)
112、Conformal Language Model Reasoning with Coherent Factuality
- Paper: [**点击下载**](https://openreview.net/attachment?id=AJpUZd8Clb&name=pdf)
- Code: [https://github.com/maxrubintoles/Conformal_LM_Reasoning](https://github.com/maxrubintoles/Conformal_LM_Reasoning)
113、Dissecting Adversarial Robustness of Multimodal LM Agents
- Paper: [**点击下载**](https://openreview.net/attachment?id=YauQYh2k1g&name=pdf)
- Code: [https://github.com/ChenWu98/agent-attack](https://github.com/ChenWu98/agent-attack)
114、ACC-Collab: An Actor-Critic Approach to Multi-Agent LLM Collaboration
- Paper: [**点击下载**](https://openreview.net/attachment?id=nfKfAzkiez&name=pdf)
- Code: [https://github.com/LlenRotse/ACC-Collab](https://github.com/LlenRotse/ACC-Collab)
115、More Experts Than Galaxies: Conditionally-Overlapping Experts with Biologically-Inspired Fixed Routing
- Paper: [**点击下载**](https://openreview.net/attachment?id=1qq1QJKM5q&name=pdf)
- Code: [https://github.com/Shaier/COMET.git](https://github.com/Shaier/COMET.git)
116、In-context Time Series Predictor
- Paper: [**点击下载**](https://openreview.net/attachment?id=dCcY2pyNIO&name=pdf)
- Code: [https://anonymous.4open.science/r/ICTSP-C995](https://anonymous.4open.science/r/ICTSP-C995)
117、Discovering Influential Neuron Path in Vision Transformers
- Paper: [**点击下载**](https://openreview.net/attachment?id=WQQyJbr5Lh&name=pdf)
- Code: [https://foundation-model-research.github.io/NeuronPath/](https://foundation-model-research.github.io/NeuronPath/)
118、Directional Gradient Projection for Robust Fine-Tuning of Foundation Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=goBaGHLAdP&name=pdf)
- Code: [https://github.com/chengyuehuang511/DiGraP](https://github.com/chengyuehuang511/DiGraP)
119、AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents
- Paper: [**点击下载**](https://openreview.net/attachment?id=oWdzUpOlkX&name=pdf)
- Code: [https://github.com/amazon-science/AgentOccam](https://github.com/amazon-science/AgentOccam)
120、Probe Pruning: Accelerating LLMs through Dynamic Pruning via Model-Probing
- Paper: [**点击下载**](https://openreview.net/attachment?id=WOt1owGfuN&name=pdf)
- Code: [https://github.com/Qi-Le1/Probe_Pruning](https://github.com/Qi-Le1/Probe_Pruning)
121、L3Ms — Lagrange Large Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=ULGbw2URE3&name=pdf)
- Code: [https://www.reddit.com/r/LocalLLaMA/comments/180p17f/new_claude_21_refuses_to_kill_a_python_process/](https://www.reddit.com/r/LocalLLaMA/comments/180p17f/new_claude_21_refuses_to_kill_a_python_process/)
122、ClimaQA: An Automated Evaluation Framework for Climate Question Answering Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=goFpCuJalN&name=pdf)
- Code: [https://github.com/Rose-STL-Lab/genie-climaqa](https://github.com/Rose-STL-Lab/genie-climaqa)
123、Human-inspired Episodic Memory for Infinite Context LLMs
- Paper: [**点击下载**](https://openreview.net/attachment?id=BI2int5SAC&name=pdf)
- Code: [https://github.com/em-llm/EM-LLM-model](https://github.com/em-llm/EM-LLM-model)
124、ORSO: Accelerating Reward Design via Online Reward Selection and Policy Optimization
- Paper: [**点击下载**](https://openreview.net/attachment?id=0uRc3CfJIQ&name=pdf)
- Code: [https://github.com/Improbable-AI/orso](https://github.com/Improbable-AI/orso)
125、Object-Centric Pretraining via Target Encoder Bootstrapping
- Paper: [**点击下载**](https://openreview.net/attachment?id=7d2JwGbxhA&name=pdf)
- Code: [https://github.com/djukicn/ocebo](https://github.com/djukicn/ocebo)
126、Lossy Compression with Pretrained Diffusion Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=raUnLe0Z04&name=pdf)
- Code: [https://github.com/jeremyiv/diffc](https://github.com/jeremyiv/diffc)
127、Modality-Specialized Synergizers for Interleaved Vision-Language Generalists
- Paper: [**点击下载**](https://openreview.net/attachment?id=7UgQjFEadn&name=pdf)
- Code: [https://github.com/VT-NLP/MoSS](https://github.com/VT-NLP/MoSS)
128、Self-Normalized Resets for Plasticity in Continual Learning
- Paper: [**点击下载**](https://openreview.net/attachment?id=G82uQztzxl&name=pdf)
- Code: [https://github.com/ajozefiak/SelfNormalizedResets](https://github.com/ajozefiak/SelfNormalizedResets)
129、Rapidly Adapting Policies to the Real-World via Simulation-Guided Fine-Tuning
- Paper: [**点击下载**](https://openreview.net/attachment?id=XwUrzurG94&name=pdf)
- Code: [https://weirdlabuw.github.io/sgft/](https://weirdlabuw.github.io/sgft/)
130、CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking
- Paper: [**点击下载**](https://openreview.net/attachment?id=iyJOUELYir&name=pdf)
- Code: [https://github.com/gangiswag/cornstack](https://github.com/gangiswag/cornstack)
131、On Linear Representations and Pretraining Data Frequency in Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=EDoD3DgivF&name=pdf)
- Code: [https://github.com/allenai/freq](https://github.com/allenai/freq)
132、Quantifying Generalization Complexity for Large Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=jpSLXoRKnH&name=pdf)
- Code: [https://github.com/zhentingqi/scylla](https://github.com/zhentingqi/scylla)
133、Real2Code: Reconstruct Articulated Objects via Code Generation
- Paper: [**点击下载**](https://openreview.net/attachment?id=CAssIgPN4I&name=pdf)
- Code: [https://real2code.github.io/](https://real2code.github.io/)
134、{$\tau$}-bench: A Benchmark for \underline{T}ool-\underline{A}gent-\underline{U}ser Interaction in Real-World Domains
- Paper: [**点击下载**](https://openreview.net/attachment?id=roNSXZpUDN&name=pdf)
- Code: [https://github.com/sierra-research/tau-bench](https://github.com/sierra-research/tau-bench)
135、DEPfold: RNA Secondary Structure Prediction as Dependency Parsing.
- Paper: [**点击下载**](https://openreview.net/attachment?id=DpLFmc09pC&name=pdf)
- Code: [https://github.com/Vicky-0256/DEPfold.git](https://github.com/Vicky-0256/DEPfold.git)
136、What Matters in Learning from Large-Scale Datasets for Robot Manipulation
- Paper: [**点击下载**](https://openreview.net/attachment?id=LqhorpRLIm&name=pdf)
- Code: [https://robo-mimiclabs.github.io/](https://robo-mimiclabs.github.io/)
137、APE: Faster and Longer Context-Augmented Generation via Adaptive Parallel Encoding
- Paper: [**点击下载**](https://openreview.net/attachment?id=yUC8pU508S&name=pdf)
- Code: [https://github.com/Infini-AI-Lab/APE](https://github.com/Infini-AI-Lab/APE)
138、Differentiable Optimization of Similarity Scores Between Models and Brains
- Paper: [**点击下载**](https://openreview.net/attachment?id=vWRwdmA3wU&name=pdf)
- Code: [https://nacloos.github.io/diffscore-site](https://nacloos.github.io/diffscore-site)
139、Chunk-Distilled Language Modeling
- Paper: [**点击下载**](https://openreview.net/attachment?id=nrvoWOWcyg&name=pdf)
- Code: [https://github.com/yanhong-lbh/cd-lm](https://github.com/yanhong-lbh/cd-lm)
140、GOttack: Universal Adversarial Attacks on Graph Neural Networks via Graph Orbits Learning
- Paper: [**点击下载**](https://openreview.net/attachment?id=YbURbViE7l&name=pdf)
- Code: [https://github.com/cakcora/GOttack](https://github.com/cakcora/GOttack)
141、NutriBench: A Dataset for Evaluating Large Language Models in Nutrition Estimation from Meal Descriptions
- Paper: [**点击下载**](https://openreview.net/attachment?id=6LtdZCyuZR&name=pdf)
- Code: [https://mehak126.github.io/nutribench.html](https://mehak126.github.io/nutribench.html)
142、The Value of Sensory Information to a Robot
- Paper: [**点击下载**](https://openreview.net/attachment?id=ikr5XomWHS&name=pdf)
- Code: [https://sites.google.com/view/vosi-robotics/](https://sites.google.com/view/vosi-robotics/)
143、Explore Theory of Mind: program-guided adversarial data generation for theory of mind reasoning
- Paper: [**点击下载**](https://openreview.net/attachment?id=246rHKUnnf&name=pdf)
- Code: [https://github.com/facebookresearch/exploretom](https://github.com/facebookresearch/exploretom)
144、HelpSteer2-Preference: Complementing Ratings with Preferences
- Paper: [**点击下载**](https://openreview.net/attachment?id=MnfHxPP5gs&name=pdf)
- Code: [https://huggingface.co/datasets/nvidia/HelpSteer2#preferences-new---1-oct-2024](https://huggingface.co/datasets/nvidia/HelpSteer2#preferences-new---1-oct-2024)
145、Optimizing 4D Gaussians for Dynamic Scene Video from Single Landscape Images
- Paper: [**点击下载**](https://openreview.net/attachment?id=IcYDRzcccP&name=pdf)
- Code: [https://cvsp-lab.github.io/ICLR2025_3D-MOM/](https://cvsp-lab.github.io/ICLR2025_3D-MOM/)
146、Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
- Paper: [**点击下载**](https://openreview.net/attachment?id=bIlnpVM4bc&name=pdf)
- Code: [https://github.com/microsoft/Samba](https://github.com/microsoft/Samba)
147、Palu: KV-Cache Compression with Low-Rank Projection
- Paper: [**点击下载**](https://openreview.net/attachment?id=LWMS4pk2vK&name=pdf)
- Code: [https://github.com/shadowpa0327/Palu](https://github.com/shadowpa0327/Palu)
148、Shared-AE: Automatic Identification of Shared Subspaces in High-dimensional Neural and Behavioral Activity
- Paper: [**点击下载**](https://openreview.net/attachment?id=zXCnIyX9MG&name=pdf)
- Code: [https://github.com/saxenalab-neuro/Shared-AE](https://github.com/saxenalab-neuro/Shared-AE)
149、Many-Objective Multi-Solution Transport
- Paper: [**点击下载**](https://openreview.net/attachment?id=Neb17mimVH&name=pdf)
- Code: [https://github.com/tianyi-lab/MosT](https://github.com/tianyi-lab/MosT)
150、Latent Safety-Constrained Policy Approach for Safe Offline Reinforcement Learning
- Paper: [**点击下载**](https://openreview.net/attachment?id=bDt5qc7TfO&name=pdf)
- Code: [https://github.com/PrajwalKoirala/LSPC-Safe-Offline-RL](https://github.com/PrajwalKoirala/LSPC-Safe-Offline-RL)
151、Learning to Explore and Exploit with GNNs for Unsupervised Combinatorial Optimization
- Paper: [**点击下载**](https://openreview.net/attachment?id=vaJ4FObpXN&name=pdf)
- Code: [https://github.com/utkuumur/X2GNN](https://github.com/utkuumur/X2GNN)
152、InterMask: 3D Human Interaction Generation via Collaborative Masked Modeling
- Paper: [**点击下载**](https://openreview.net/attachment?id=ZAyuwJYN8N&name=pdf)
- Code: [https://gohar-malik.github.io/intermask/](https://gohar-malik.github.io/intermask/)
153、Can Knowledge Editing Really Correct Hallucinations?
- Paper: [**点击下载**](https://openreview.net/attachment?id=hmDt068MoZ&name=pdf)
- Code: [https://llm-editing.github.io](https://llm-editing.github.io)
154、BoneMet: An Open Large-Scale Multi-Modal Murine Dataset for Breast Cancer Bone Metastasis Diagnosis and Prognosis
- Paper: [**点击下载**](https://openreview.net/attachment?id=YH4M1Tbxfz&name=pdf)
- Code: [https://huggingface.co/datasets/BoneMet/BoneMet](https://huggingface.co/datasets/BoneMet/BoneMet)
155、ALLaM: Large Language Models for Arabic and English
- Paper: [**点击下载**](https://openreview.net/attachment?id=MscdsFVZrN&name=pdf)
- Code: [https://huggingface.co/ALLaM-AI](https://huggingface.co/ALLaM-AI)
156、Improving Graph Neural Networks by Learning Continuous Edge Directions
- Paper: [**点击下载**](https://openreview.net/attachment?id=iAmR7FfMmq&name=pdf)
- Code: [https://github.com/hormoz-lab/coed-gnn](https://github.com/hormoz-lab/coed-gnn)
157、SiReRAG: Indexing Similar and Related Information for Multihop Reasoning
- Paper: [**点击下载**](https://openreview.net/attachment?id=yp95goUAT1&name=pdf)
- Code: [https://github.com/SalesforceAIResearch/SiReRAG](https://github.com/SalesforceAIResearch/SiReRAG)
158、Eliciting Human Preferences with Language Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=LvDwwAgMEW&name=pdf)
- Code: [https://github.com/alextamkin/generative-elicitation](https://github.com/alextamkin/generative-elicitation)
159、Preserving Deep Representations in One-Shot Pruning: A Hessian-Free Second-Order Optimization Framework
- Paper: [**点击下载**](https://openreview.net/attachment?id=eNQp79A5Oz&name=pdf)
- Code: [https://github.com/mazumder-lab/SNOWS](https://github.com/mazumder-lab/SNOWS)
160、Chemistry-Inspired Diffusion with Non-Differentiable Guidance
- Paper: [**点击下载**](https://openreview.net/attachment?id=4dAgG8ma3B&name=pdf)
- Code: [https://github.com/A-Chicharito-S/ChemGuide](https://github.com/A-Chicharito-S/ChemGuide)
161、Aligning Language Models with Demonstrated Feedback
- Paper: [**点击下载**](https://openreview.net/attachment?id=1qGkuxI9UX&name=pdf)
- Code: [https://github.com/SALT-NLP/demonstrated-feedback](https://github.com/SALT-NLP/demonstrated-feedback)
162、Efficient Diffusion Transformer Policies with Mixture of Expert Denoisers for Multitask Learning
- Paper: [**点击下载**](https://openreview.net/attachment?id=nDmwloEl3N&name=pdf)
- Code: [https://mbreuss.github.io/MoDE_Diffusion_Policy/](https://mbreuss.github.io/MoDE_Diffusion_Policy/)
163、SymmCD: Symmetry-Preserving Crystal Generation with Diffusion Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=xnssGv9rpW&name=pdf)
- Code: [https://github.com/sibasmarak/SymmCD/](https://github.com/sibasmarak/SymmCD/)
164、InvestESG: A multi-agent reinforcement learning benchmark for studying climate investment as a social dilemma
- Paper: [**点击下载**](https://openreview.net/attachment?id=2TasVD7FXp&name=pdf)
- Code: [https://github.com/yuanjiayiy/InvestESG](https://github.com/yuanjiayiy/InvestESG)
165、The Pitfalls of Memorization: When Memorization Hurts Generalization
- Paper: [**点击下载**](https://openreview.net/attachment?id=vVhZh9ZpIM&name=pdf)
- Code: [https://github.com/facebookresearch/Pitfalls-of-Memorization](https://github.com/facebookresearch/Pitfalls-of-Memorization)
166、See It from My Perspective: How Language Affects Cultural Bias in Image Understanding
- Paper: [**点击下载**](https://openreview.net/attachment?id=Xbl6t6zxZs&name=pdf)
- Code: [https://github.com/amith-ananthram/see-it-from-my-perspective](https://github.com/amith-ananthram/see-it-from-my-perspective)
167、Cocoon: Robust Multi-Modal Perception with Uncertainty-Aware Sensor Fusion
- Paper: [**点击下载**](https://openreview.net/attachment?id=DKgAFfCs5F&name=pdf)
- Code: [https://minkyoungcho.github.io/cocoon/](https://minkyoungcho.github.io/cocoon/)
168、Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset
- Paper: [**点击下载**](https://openreview.net/attachment?id=0y3hGn1wOk&name=pdf)
- Code: [https://huggingface.co/datasets/gray311/FIUBench](https://huggingface.co/datasets/gray311/FIUBench)
169、Discrete GCBF Proximal Policy Optimization for Multi-agent Safe Optimal Control
- Paper: [**点击下载**](https://openreview.net/attachment?id=1X1R7P6yzt&name=pdf)
- Code: [https://mit-realm.github.io/dgppo/](https://mit-realm.github.io/dgppo/)
170、Cauchy-Schwarz Regularizers
- Paper: [**点击下载**](https://openreview.net/attachment?id=KZu3xhPhke&name=pdf)
- Code: [https://github.com/IIP-Group/CS_regularizers](https://github.com/IIP-Group/CS_regularizers)
171、HELMET: How to Evaluate Long-context Models Effectively and Thoroughly
- Paper: [**点击下载**](https://openreview.net/attachment?id=293V3bJbmE&name=pdf)
- Code: [https://princeton-nlp.github.io/HELMET](https://princeton-nlp.github.io/HELMET)
172、R-Sparse: Rank-Aware Activation Sparsity for Efficient LLM Inference
- Paper: [**点击下载**](https://openreview.net/attachment?id=9VMW4iXfKt&name=pdf)
- Code: [https://github.com/VITA-Group/R-Sparse](https://github.com/VITA-Group/R-Sparse)
173、A Unified Framework for Forward and Inverse Problems in Subsurface Imaging using Latent Space Translations
- Paper: [**点击下载**](https://openreview.net/attachment?id=yIlyHJdYV3&name=pdf)
- Code: [https://github.com/KGML-lab/Generalized-Forward-Inverse-Framework-for-DL4SI](https://github.com/KGML-lab/Generalized-Forward-Inverse-Framework-for-DL4SI)
174、Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHF
- Paper: [**点击下载**](https://openreview.net/attachment?id=cVyELMpMRS&name=pdf)
- Code: [https://github.com/ZhaolinGao/REFUEL/](https://github.com/ZhaolinGao/REFUEL/)
175、MM-EMBED: UNIVERSAL MULTIMODAL RETRIEVAL WITH MULTIMODAL LLMS
- Paper: [**点击下载**](https://openreview.net/attachment?id=i45NQb2iKO&name=pdf)
- Code: [https://huggingface.co/nvidia/MM-Embed](https://huggingface.co/nvidia/MM-Embed)
176、Procedural Synthesis of Synthesizable Molecules
- Paper: [**点击下载**](https://openreview.net/attachment?id=OGfyzExd69&name=pdf)
- Code: [https://github.com/shiningsunnyday/SynthesisNet](https://github.com/shiningsunnyday/SynthesisNet)
177、Instruct-SkillMix: A Powerful Pipeline for LLM Instruction Tuning
- Paper: [**点击下载**](https://openreview.net/attachment?id=44z7HL4mfX&name=pdf)
- Code: [https://github.com/princeton-pli/Instruct-SkillMix](https://github.com/princeton-pli/Instruct-SkillMix)
178、Adapters for Altering LLM Vocabularies: What Languages Benefit the Most?
- Paper: [**点击下载**](https://openreview.net/attachment?id=KxQRHOre9D&name=pdf)
- Code: [https://github.com/h-j-han/VocADT](https://github.com/h-j-han/VocADT)
179、DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search
- Paper: [**点击下载**](https://openreview.net/attachment?id=tn2mjzjSyR&name=pdf)
- Code: [https://github.com/MurongYue/DOTS](https://github.com/MurongYue/DOTS)
180、Teaching LLMs How to Learn with Contextual Fine-Tuning
- Paper: [**点击下载**](https://openreview.net/attachment?id=FS2nukC2jv&name=pdf)
- Code: [https://younwoochoi.github.io/cft-iclr/](https://younwoochoi.github.io/cft-iclr/)
181、An Undetectable Watermark for Generative Image Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=jlhBFm7T2J&name=pdf)
- Code: [https://github.com/XuandongZhao/PRC-Watermark](https://github.com/XuandongZhao/PRC-Watermark)
182、STRAP: Robot Sub-Trajectory Retrieval for Augmented Policy Learning
- Paper: [**点击下载**](https://openreview.net/attachment?id=4VHiptx7xe&name=pdf)
- Code: [https://strapaper.github.io/strap.github.io/](https://strapaper.github.io/strap.github.io/)
183、Residual Stream Analysis with Multi-Layer SAEs
- Paper: [**点击下载**](https://openreview.net/attachment?id=XAjfjizaKs&name=pdf)
- Code: [https://github.com/tim-lawson/mlsae](https://github.com/tim-lawson/mlsae)
184、Trivialized Momentum Facilitates Diffusion Generative Modeling on Lie Groups
- Paper: [**点击下载**](https://openreview.net/attachment?id=DTatjJTDl1&name=pdf)
- Code: [https://github.com/yuchen-zhu-zyc/TDM](https://github.com/yuchen-zhu-zyc/TDM)
185、Towards Fast, Specialized Machine Learning Force Fields: Distilling Foundation Models via Energy Hessians
- Paper: [**点击下载**](https://openreview.net/attachment?id=1durmugh3I&name=pdf)
- Code: [https://github.com/ASK-Berkeley/MLFF-distill](https://github.com/ASK-Berkeley/MLFF-distill)
186、On the Transfer of Object-Centric Representation Learning
- Paper: [**点击下载**](https://openreview.net/attachment?id=bSq0XGS3kW&name=pdf)
- Code: [https://rw-ocrl.github.io/ftdinosaur-paper/](https://rw-ocrl.github.io/ftdinosaur-paper/)
187、Few-Class Arena: A Benchmark for Efficient Selection of Vision Models and Dataset Difficulty Measurement
- Paper: [**点击下载**](https://openreview.net/attachment?id=2ET561DyPe&name=pdf)
- Code: [https://github.com/bryanbocao/fca](https://github.com/bryanbocao/fca)
188、OvercookedV2: Rethinking Overcooked for Zero-Shot Coordination
- Paper: [**点击下载**](https://openreview.net/attachment?id=hlvLM3GX8R&name=pdf)
- Code: [https://github.com/FLAIROx/JaxMARL](https://github.com/FLAIROx/JaxMARL)
189、Dataset Distillation via Knowledge Distillation: Towards Efficient Self-Supervised Pre-training of Deep Networks
- Paper: [**点击下载**](https://openreview.net/attachment?id=c61unr33XA&name=pdf)
- Code: [https://github.com/BigML-CS-UCLA/MKDT](https://github.com/BigML-CS-UCLA/MKDT)
190、MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions
- Paper: [**点击下载**](https://openreview.net/attachment?id=WWXjMYZxfH&name=pdf)
- Code: [https://github.com/ernie-research/MA-RLHF](https://github.com/ernie-research/MA-RLHF)
191、Efficient Active Imitation Learning with Random Network Distillation
- Paper: [**点击下载**](https://openreview.net/attachment?id=GFgn2LprFR&name=pdf)
- Code: [https://sites.google.com/view/rnd-dagger](https://sites.google.com/view/rnd-dagger)
192、Discrete Diffusion Schrödinger Bridge Matching for Graph Transformation
- Paper: [**点击下载**](https://openreview.net/attachment?id=tQyh0gnfqW&name=pdf)
- Code: [https://github.com/junhkim1226/DDSBM](https://github.com/junhkim1226/DDSBM)
193、MatExpert: Decomposing Materials Discovery By Mimicking Human Experts
- Paper: [**点击下载**](https://openreview.net/attachment?id=AUBvo4sxVL&name=pdf)
- Code: [https://github.com/BangLab-UdeM-Mila/MatExpert](https://github.com/BangLab-UdeM-Mila/MatExpert)
194、Fugatto 1: Foundational Generative Audio Transformer Opus 1
- Paper: [**点击下载**](https://openreview.net/attachment?id=B2Fqu7Y2cd&name=pdf)
- Code: [https://fugatto.github.io/](https://fugatto.github.io/)
195、Consistency Models Made Easy
- Paper: [**点击下载**](https://openreview.net/attachment?id=xQVxo9dSID&name=pdf)
- Code: [https://github.com/locuslab/ect](https://github.com/locuslab/ect)
196、AttriBoT: A Bag of Tricks for Efficiently Approximating Leave-One-Out Context Attribution
- Paper: [**点击下载**](https://openreview.net/attachment?id=9kJperA2a4&name=pdf)
- Code: [https://github.com/r-three/AttriBoT](https://github.com/r-three/AttriBoT)
197、ElasticTok: Adaptive Tokenization for Image and Video
- Paper: [**点击下载**](https://openreview.net/attachment?id=tFV5GrWOGm&name=pdf)
- Code: [http://largeworldmodel.github.io/elastictok](http://largeworldmodel.github.io/elastictok)
198、Beyond Content Relevance: Evaluating Instruction Following in Retrieval Models
- Paper: [**点击下载**](https://openreview.net/attachment?id=OlRjxSuSwl&name=pdf)
- Code: [https://github.com/EIT-NLP/InfoSearch](https://github.com/EIT-NLP/InfoSearch)
199、NNsight and NDIF: Democratizing Access to Open-Weight Foundation Model Internals
- Paper: [**点击下载**](https://openreview.net/attachment?id=MxbEiFRf39&name=pdf)
- Code: [https://nnsi