https://github.com/yzhao062/yzhao062

https://github.com/yzhao062/yzhao062

Last synced: 10 days ago
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• Host: GitHub
• URL: https://github.com/yzhao062/yzhao062
• Owner: yzhao062
• Created: 2020-08-08T15:48:57.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2024-12-08T07:10:00.000Z (14 days ago)
• Last Synced: 2024-12-08T08:18:17.583Z (14 days ago)
• Size: 145 KB
• Stars: 11
• Watchers: 3
• Forks: 5
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

        
### Hi there, I'm [Yue ZHAO (赵越 in Chinese)!](https://viterbi-web.usc.edu/~yzhao010/) 👋

😄 I am an Assistant Professor at [USC Computer Science](https://www.cs.usc.edu/); see the latest information at my [homepage](https://viterbi-web.usc.edu/~yzhao010/).

**Prospective Students**. We are seeking to recruit **2 Ph.D. students** for Fall 2026. Applicants are required to have at least one paper published in a top ML, System, or LLM conference.  We also have openings for **undergraduate and graduate interns**, both from USC and other institutions. For all positions, please complete this Google Form: [Application Form](https://forms.gle/F2ZXqFWh9wgmUcHDA). Additionally, Ph.D. candidates are required to email me directly after submitting the form.  See details at [my homepage](https://viterbi-web.usc.edu/~yzhao010/lab.html).

🌱 **Research Interests**. My research is centered on the development of *robust*, *efficient*, and *automated* **machine learning (ML)** algorithms, systems, and applications. My key areas of focus include:

1. **Robust and Trustworthy AI:**  Enhancing AI systems with capabilities in out-of-distribution (OOD) detection, outlier detection (OD), and anomaly detection to improve reliability and trust.

2. **Efficient and Automated AI:**  Developing ML systems that operate with minimal human supervision, optimizing for performance and automation.

3. **AI for Applications and Science:**  Applying AI technologies to solve complex problems in fields such as drug discovery, security, finance, healthcare, and political science.

4. **Foundation Models and Generative AI for OD/OOD:**  Investigating the interplay between OD/OOD and advanced models like large language models (LLMs), enhancing both fields.

⚡  **Open-source Contribution**: I created PyOD (used by NASA, Tesla, Morgan Stanley, and more) - the most popular library for anomaly detection in 2017. Also, I have led more than 10 ML open-source initiatives, receiving 20,000 GitHub stars (top 0.002%) and >22M downloads. **Popular ones**: PyOD, PyGOD, TDC, ADBench

📫 **Contact me by**:

- Email (yzhao010 [AT] usc.edu)

- [Twitter](https://twitter.com/yzhao062)

- [小红书:「微调」](https://www.xiaohongshu.com/user/profile/61716aad000000000201caae?xhsshare=CopyLink&appuid=61716aad000000000201caae&apptime=1693197943)

- [知乎:「微调」](https://www.zhihu.com/people/breaknever)

- [Homepage](https://viterbi-web.usc.edu/~yzhao010/)

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