0 "survey" Awesome Lists
Awesome-Text2SQL
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
ai awesome datset deep-learning finetuning hacktoberfest hacktoberfest2024 llm nl-to-sql nl2sql
3,650 stars
249 forks
281 projects
Last updated: 24 May 2026
Awesome-Code-LLM
[TMLR] A curated list of language modeling researches for code (and other software engineering activities), plus related datasets.
ai awesome datasets llm nlp papers software-engineering survey tmlr
3,336 stars
234 forks
2,697 projects
Last updated: 20 May 2026
awesome-llm-kg
Awesome papers about unifying LLMs and KGs
awsome chatgpt gpt-4 kg knowledge-graph language-model large-language-model llm survey
2,599 stars
179 forks
107 projects
Last updated: 05 Jun 2026
Awesome-Text-to-Image
(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.
awseome-list generative-adversarial-network image-generation image-manipulation image-synthesis multimodal multimodal-deep-learning survey text-to-face text-to-image
2,435 stars
205 forks
436 projects
Last updated: 21 May 2026
Awesome-Video-Diffusion-Models
[CSUR] A Survey on Video Diffusion Models
awesome awesome-list diffusion diffusion-models survey text-to-video video video-diffusion video-diffusion-model video-editing
2,293 stars
115 forks
375 projects
Last updated: 22 Jun 2026
LLM4Rec-Awesome-Papers
A list of awesome papers and resources of recommender system on large language model (LLM).
awesome datasets large-language-models llm4rec recommender-system survey
2,291 stars
164 forks
124 projects
Last updated: 11 Jun 2026
KG-LLM-Papers
[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)
awesome awesome-kg awesome-llm awsome-list commonsense gpt knowledge knowledge-graph language-models large-language-models
2,200 stars
157 forks
280 projects
Last updated: 04 Jun 2026
Awesome-LLM-Long-Context-Modeling
📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥
agent awsome-list benchmark blogs compress evaluation large-language-models length-extrapolation llm long-context-modeling
2,121 stars
96 forks
1,648 projects
Last updated: 13 Jun 2026
knowledge-graphs
A collection of research on knowledge graphs
commonsense cross-modal dialogue-systems information-retrieval knowledge-graph knowledge-graph-completion meta-relational-learning natural-language-processing ner paper
1,791 stars
300 forks
42 projects
Last updated: 27 May 2026
Awesome-LLM-based-Text2SQL
[TKDE2025] Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL | A curated list of resources (surveys, papers, benchmarks, and opensource projects) on large language model-based text-to-SQL.
awesome awesome-text-to-sql awesome-text2sql database large-language-models llms natual-language-processing natural-language-understanding nl2sql survey
1,319 stars
123 forks
123 projects
Last updated: 25 May 2026
Awesome-Knowledge-Distillation-of-LLMs
This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.
alignment compression data-augmentation data-synthesis feedback instruction-following kd knowledge-distillation large-language-model llm
1,282 stars
72 forks
347 projects
Last updated: 31 May 2026
Awesome-Agentic-Reasoning
A curated list of papers and resources based on the survey "Agentic Reasoning for Large Language Models"
agent agentic-ai awesome-resources generative-ai large-language-models reasoning survey
1,265 stars
98 forks
835 projects
Last updated: 05 Jun 2026
awesome-llm-role-playing-with-persona
Awesome-llm-role-playing-with-persona: a curated list of resources for large language models for role-playing with assigned personas
agent ai aigc awesome awesome-list character chatgpt conversational-ai deep-learning large-language-models
1,031 stars
56 forks
184 projects
Last updated: 08 Jun 2026
Awesome-MCoT
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
chain-of-thought cot deepseek-r1 instruction-tuning large-vision-language-model mcts mllm-reasoning multimodal multimodal-chain-of-thought multimodal-large-language-models
1,005 stars
34 forks
219 projects
Last updated: 30 May 2026
Awesome-Language-Model-on-Graphs
A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)
awesome-resources generative-ai graphs large-language-models survey
991 stars
69 forks
159 projects
Last updated: 27 May 2026
awesome-llm-game-agent-papers
A Survey on Large Language Model-Based Game Agents (ACM CSUR)
computer-games game-agent large-language-models llm-based-agent survey
897 stars
29 forks
1,038 projects
Last updated: 29 May 2026
graph-adversarial-learning-literature
A curated list of adversarial attacks and defenses papers on graph-structured data.
adversarial-attacks adversarial-machine-learning awesome-list data-mining deep-learning graph-algorithms graph-attack graph-data literature-review machine-learning
863 stars
133 forks
314 projects
Last updated: 22 Apr 2026
Awesome-GNN4TS
[TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)
awesome dynamic-graphs graph-neural-networks graph-structure-learning spatial-temporal-data spatial-temporal-forecasting survey temporal-data temporal-graphs time-series
858 stars
75 forks
223 projects
Last updated: 27 May 2026
Awesome-LLM4RS-Papers
Large Language Model-enhanced Recommender System Papers
awesome-list gpt large-language-models llm papers pre-training prompt-tuning recommender-system survey
756 stars
64 forks
185 projects
Last updated: 22 Apr 2026
awesome-controllable-video-generation
[ArXiv 2025] A survey about controllable video generation: This repo is the official awesome of "Controllable video generation: A survey"
controllable-generation survey video video-processing
741 stars
43 forks
835 projects
Last updated: 04 Jun 2026
Awesome-Scientific-Language-Models
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery (EMNLP'24)
ai4science awesome-resources large-language-models scientific-text-mining survey
660 stars
39 forks
297 projects
Last updated: 27 May 2026
Awesome-Parameter-Efficient-Transfer-Learning
Collection of awesome parameter-efficient fine-tuning resources.
awesome-list computer-vision deep-learning parameter-efficient-fine-tuning pre-trained-models survey transfer-learning transformer
588 stars
19 forks
124 projects
Last updated: 25 May 2026
Awesome-Deep-Community-Detection
Deep and conventional community detection related papers, implementations, datasets, and tools.
awesome community-detection data-mining deep-learning deep-neural-network graph-clustering graph-embedding graph-neural-network graph-neural-networks network-embedding
564 stars
94 forks
164 projects
Last updated: 29 May 2026
awesome-pretrain-on-molecules
[IJCAI 2023 survey track]A curated list of resources for chemical pre-trained models
awesome chemical-language-models computational-chemistry drug-discovery drug-discovery-and-development finetuning gnns graph-representation-learning molecular-representation-learning molecule
539 stars
57 forks
242 projects
Last updated: 21 May 2026
awesome-instruction-learning
Papers and Datasets on Instruction Tuning and Following. ✨✨✨
awesome-list datasets in-context-learning instruction instruction-learning instruction-tuning large-language-models paper-list pretrained-language-model prompt
510 stars
23 forks
177 projects
Last updated: 26 May 2026
LLM-Planning-Papers
Must-read Papers on Large Language Model (LLM) Planning.
awesome-list large-language-models llm paper-list papers planning review survey
440 stars
19 forks
38 projects
Last updated: 21 May 2026
awesome_imputation
Awesome Deep Learning for Time-Series Imputation, including an unmissable paper and tool list about applying neural networks to impute incomplete time series containing NaN missing values/data
benchmark data-mining deep-learning imputation incomplete-time-series interpolation irregular-time-series machine-learning missing-data missing-values
419 stars
45 forks
123 projects
Last updated: 22 May 2026
Awesome-LLM-Survey
An Awesome Collection for LLM Survey
awesome-list large-language-models llm nlp survey
390 stars
36 forks
143 projects
Last updated: 15 Jun 2026
World-Simulator
[IEEE TPAMI 2026] Simulating the Real World: Survey & Resources, which contains our survey "Simulating the Real World: A Unified Survey of Multimodal Generative Models" (IEEE TPAMI, 2026) and Awesome-Text2X-Resources. Watch this repository for the latest updates! 🔥
3d-generation 4d-generation aigc awesome-list generative-models image-generation multimodal survey text2x video-generation
381 stars
13 forks
254 projects
Last updated: 21 Jun 2026
Awesome-Physics-Cognition-based-Video-Generation
A comprehensive list of papers investigating physical cognition in video generation, including papers, codes, and related websites.
3d 4d embodied-ai physics survey t2v v2v video-generation world-models world-simulator
315 stars
9 forks
264 projects
Last updated: 23 Jun 2026
Awesome-Visual-Grounding
[TPAMI 2025] Towards Visual Grounding: A Survey
awesome grounding survey visual-grounding
313 stars
26 forks
362 projects
Last updated: 25 May 2026
awesome-rgbd-datasets
This repository contains information for the paper "A Survey on RGB-D Datasets" and is a collaborative initiative to update the datasets list faster.
awesome awesome-list datasets depth depth-estimation lidar rgb-d survey
291 stars
19 forks
232 projects
Last updated: 14 May 2026
awesome-Visual-Place-Recognition
A curated list of awesome Visual Place Recognition papers
geolocalization image-retrieval localization localization- place-recognition survey visual-geolocalization visual-place-recognition
286 stars
22 forks
111 projects
Last updated: 08 Jun 2026
Awesome-LLM-Healthcare
The paper list of the review on LLMs in medicine - "Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assistant: A Review".
agent awesome awesome-list healthcare large-language-models llm medical medicine review survey
269 stars
26 forks
128 projects
Last updated: 30 May 2026
Awesome-Efficient-Agents
Survey and paper list on efficiency-guided LLM agents (memory, tool learning, planning).
agent-memory awesome efficiency planning survey tool-learning
254 stars
9 forks
188 projects
Last updated: 31 May 2026
awesome_LLM-harmful-fine-tuning-papers
A survey on harmful fine-tuning attack for large language model (ACM CSUR)
alignment attack defense emergent fine-tuning finetuning harmful llms malicious misalignment
246 stars
7 forks
180 projects
Last updated: 22 Jun 2026
awesome-VLLMs
This repository collects papers on VLLM applications. We will update new papers irregularly.
application embodied llm mllm reasoning-agent survey vllm vlm vqa
216 stars
16 forks
465 projects
Last updated: 18 May 2026
Awesome-Differential-Privacy
Differential private machine learning
differential-privacies differential-privacy differential-privacy-learning differentially-private dpsgd privacy-preserving survey
201 stars
37 forks
37 projects
Last updated: 11 May 2026
awesome-vlgfm
A Survey on Vision-Language Geo-Foundation Models (VLGFMs)
foundation-models remote-sensing survey vision-language-model
179 stars
8 forks
113 projects
Last updated: 21 Apr 2026
awesome-AI-tutorials-surveys
A professional list of Tutorials and Surveys on DL, ML, DM, CV, NLP, Speech in top AI conferences and journals.
ai artificial-intelligence awesome computer-vision data-mining data-science deep-learning machine-learning natural-language-processing review
165 stars
18 forks
134 projects
Last updated: 21 May 2026
Awesome-Resource-Efficient-LLM-Papers
a curated list of high-quality papers on resource-efficient LLMs 🌱
efficient-deep-learning generative-ai large-language-models machine-learning machine-learning-systems resource-efficient survey
163 stars
12 forks
208 projects
Last updated: 24 May 2026
awesome-sbdd
Papers about Structure-based Drug Design (SBDD)
drug-discovery generative-model geometric-deep-learning protein-structure survey
150 stars
12 forks
446 projects
Last updated: 29 May 2026
Reading-Comprehension-Question-Answering-Papers
Survey on Machine Reading Comprehension
awesome-list machine-comprehension machine-reading-comprehension mrc-datasets mrc-models qa-over-kg question-answering survey
147 stars
16 forks
93 projects
Last updated: 03 Nov 2025
awesome-refreshing-llms
EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.
awesome-list continual-learning knowledge-editing large-language-models llm llms natural-language-processing nlp paper pretrained-language-model
135 stars
11 forks
118 projects
Last updated: 24 Apr 2026
Video-Anomaly-Detection
Awesome Video Anomaly Detection
anomaly anomaly-detection awesome surveillance survey videoanomalydetection
126 stars
10 forks
151 projects
Last updated: 23 May 2026
awesome-vision-to-music-generation
[ISMIR 2025] A curated list of vision-to-music generation: methods, datasets, evaluation and challenges.
image-to-music multimodal-generation music-generation survey video-to-music vision-to-music
124 stars
6 forks
124 projects
Last updated: 19 May 2026
Awesome-Large-Search-Models
Awesome-Large-Search-Models is a collection of papers and resources (Methods, Datasets and other resources) about awesome agentic search (Large search models).
agentic-ai awesome deep-learning large-language-models large-reasoning-models reinforcement-learning reinforcement-learning-algorithms search search-engine survey
119 stars
4 forks
33 projects
Last updated: 15 Sep 2025
Generative_KG_Construction_Papers
[EMNLP 2022] Generative Knowledge Graph Construction: A Review
awesome-list chatgpt event-extraction generation generative genkgc information-extraction information-extration knowledge-graph named-entity-recognition
113 stars
8 forks
91 projects
Last updated: 04 Dec 2025
llm-misinformation-survey
Paper list for the survey "Combating Misinformation in the Age of LLMs: Opportunities and Challenges" and the initiative "LLMs Meet Misinformation", accepted by AI Magazine 2024
awesome-list awesome-paper-collection llm misinformation paperlist survey
106 stars
10 forks
108 projects
Last updated: 24 Dec 2025
Awesome-Embodied-AI-Safety
Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses | 500+ Papers | Perception, Cognition, Planning, Interaction, Agentic System
adversarial-attacks adversarial-robustness agent-safety ai-safety autonomous-driving awesome-list backdoor-attacks embodied-agents embodied-ai jailbreak
97 stars
2 forks
575 projects
Last updated: 02 Jun 2026
awesome-llm4tr
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap
intelligent-transportation-systems large-language-models llm survey transportation vision-language-model
76 stars
4 forks
134 projects
Last updated: 11 May 2026
early-exit-papers
A curated list of early exiting (LLM, CV, NLP, etc)
awesome-list cnn computer-vision early-exit early-exiting gpt llm nlp paper-list survey
74 stars
4 forks
74 projects
Last updated: 19 May 2026
awesome-multi-objective-optimization
A curated list of awesome multi-objective optimization research resources.
multi-objective-optimization survey
66 stars
17 forks
40 projects
Last updated: 20 May 2026
Visual-Transformer-Paper-Summary
Summary of Transformer applications for computer vision tasks.
attention attention-visualization awesome computer-vision detr papers segmentation survey transformer transformer-networks
59 stars
6 forks
117 projects
Last updated: 09 Dec 2025
Explainable-ML-Papers
A list of research papers of explainable machine learning.
academic awesome counterfactual-explanations explainability explainable-ml explanations human-ai-interaction human-in-the-loop human-in-the-loop-machine-learning interpretability
49 stars
5 forks
59 projects
Last updated: 05 May 2026
awesome-parametric-knowledge-in-llms
Must-read papers and blogs about parametric knowledge mechanism in LLMs.
awesome knowledge large-language-models llms papers parametric-analysis prompt prompt-engineering survey
39 stars
0 forks
103 projects
Last updated: 07 Apr 2026
DeepLearning
A collection of research papers, datasets and software on Deep Learning
awesome-list best-practices computer-vision deep-learning machine-learning neural-network neural-networks papers research supervised-learning
31 stars
7 forks
307 projects
Last updated: 24 May 2026
awesome-object-tracking
Survey: A collection of AWESOME papers and resources on the latest research in Object Tracking.
awesome foundation-models multi-object-tracking object-tracking object-tracking-survey survey vision-language-models
27 stars
2 forks
99 projects
Last updated: 06 Jun 2026
awesome-remote-sensing-visual-generative-models
A curated list of awesome remote sensing visual generative models, papers, datasets, and resources. This repository focuses exclusively on satellite images and excludes aerial images, street-view images, and their applications.
awesome-list diffusion-models generative-models remote-sensing survey
19 stars
0 forks
138 projects
Last updated: 05 Jun 2026
awesome-user-research
A curated list of tools for Product Managers and UX Researchers: surveys, session recording, analytics, experimentation, interviews, and more.
analytics awesome awesome-list awesome-lists cdp design discovery feature-flags feedback interview
12 stars
1 forks
112 projects
Last updated: 15 May 2026
awesome-loss-functions
📚 350+ loss functions across 25+ AI subdomains — classification, GANs, diffusion, LLM alignment, RL, contrastive learning, audio, video, time series, and more. Chronologically ordered with paper links, math formulas, and implementations.
awesome awesome-list computer-vision contrastive-learning deep-learning diffusion-models gan generative-models knowledge-distillation llm-alignment
3 stars
0 forks
341 projects
Last updated: 14 Mar 2026