Xiaodong Yu

Assistant Professor, Stevens Institute of Technology

Joined

May 2024

Names

Xiaodong Yu (Preferred)

Emails

****@stevens.edu (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Assistant Professor

Stevens Institute of Technology (stevens.edu)

2023 – Present

Researcher

Argonne National Laboratory (anl.gov)

2019 – 2023

PhD student

Virginia Polytechnic Institute and State University (vt.edu)

2013 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

High Performance Computing

Present

Publications

Mitigating Non-IID Drift in Zeroth-Order Federated LLM Fine-Tuning with Transferable Sparsity
Yide Ran, Wentao Guo, Jingwei Sun, Yanzhou Pan, Xiaodong Yu, Hao Wang, Jianwen Xie, Yiran Chen, Denghui Zhang, Zhaozhuo Xu
- ICLR 2026 Poster
- Readers: Everyone
KerZOO: Kernel Function Informed Zeroth-Order Optimization for Accurate and Accelerated LLM Fine-Tuning
Zhendong Mi, Qitao Tan, Xiaodong Yu, Zining Zhu, Geng Yuan, Shaoyi Huang
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Zeroth-Order Fine-Tuning of LLMs with Transferable Static Sparsity
Wentao Guo, Jikai Long, Yimeng Zeng, Zirui Liu, Xinyu Yang, Yide Ran, Jacob R. Gardner, Osbert Bastani, Christopher De Sa, Xiaodong Yu, Beidi Chen, Zhaozhuo Xu
- ICLR 2025 Poster
- Readers: Everyone
Zeroth-Order Fine-Tuning of LLMs with Extreme Sparsity
Wentao Guo, Jikai Long, Yimeng Zeng, Zirui Liu, Xinyu Yang, Yide Ran, Jacob R. Gardner, Osbert Bastani, Christopher De Sa, Xiaodong Yu, Beidi Chen, Zhaozhuo Xu
- ES-FoMo-II 2024 Poster
- Readers: Everyone
Zeroth-Order Fine-Tuning of LLMs with Extreme Sparsity
Wentao Guo, Jikai Long, Yimeng Zeng, Zirui Liu, Xinyu Yang, Yide Ran, Jacob R. Gardner, Osbert Bastani, Christopher De Sa, Xiaodong Yu, Beidi Chen, Zhaozhuo Xu
- WANT@ICML 2024 Poster
- Readers: Everyone

Co-Authors