Xidong Wu

Joined

May 2021

Names

Xidong Wu (Preferred)

Emails

****@pitt.edu (Confirmed)

,

****@pitt.edu (Confirmed)

,

****@outlook.com

Personal Links

Career & Education History

PhD student

University of Pittsburgh (pitt.edu)

2021 – 2025

MS student

University of California, Berkeley (berkeley.edu)

2019 – 2020

Advisors, Relations & Conflicts

PhD Advisor

2021 – Present

Expertise

Machine Learing

2020 – Present

Publications

reguloGPT: Harnessing GPT for End-to-End Knowledge Graph Construction of Molecular Regulatory Pathways
Xidong Wu, Sumin Jo, Yiming Zeng, Arun Das, Tinghe Zhang, Parth Patel, Yuanjing Wei, Lei Li, Shou-Jiang Gao, Jianqiu Zhang, Dexter Pratt, Yu-Chiao Chiu, Yufei Huang
- IEEE BHI'24
- Readers: Everyone
Leveraging Foundation Models to Improve Lightweight Clients in Federated Learning
Xidong Wu, Wan-Yi Lin, Devin Willmott, Filipe Condessa, Yufei Huang, Zhenzhen Li, Madan Ganesh
- FL@FM-NeurIPS’23 Poster
- Readers: Everyone
Unbiased Watermark for Large Language Models
Zhengmian Hu, Lichang Chen, Xidong Wu, Yihan Wu, Hongyang Zhang, Heng Huang
- ICLR 2024 spotlight
- Readers: Everyone
Unbiased Watermark for Large Language Models
Zhengmian Hu, Lichang Chen, Xidong Wu, Yihan Wu, Hongyang Zhang, Heng Huang
- Submitted to NeurIPS 2023
- Readers: Everyone
Federated Conditional Stochastic Optimization
Xidong Wu, Jianhui Sun, Zhengmian Hu, Junyi Li, Aidong Zhang, Heng Huang
- NeurIPS 2023 poster
- Readers: Everyone
Solving a Class of Non-Convex Minimax Optimization in Federated Learning
Xidong Wu, Jianhui Sun, Zhengmian Hu, Aidong Zhang, Heng Huang
- NeurIPS 2023 poster
- Readers: Everyone
Beyond Lipschitz Smoothness: A Tighter Analysis for Nonconvex Optimization
Zhengmian Hu, Xidong Wu, Heng Huang
- ICML 2023 Poster
- Readers: Everyone
Decentralized Riemannian Algorithm for Nonconvex Minimax Problems
Xidong Wu, Zhengmian Hu, Heng Huang
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
Faster Adaptive Federated Learning
Xidong Wu, Feihu Huang, Zhengmian Hu, Heng Huang
- Published: 01 Jan 2023, Last Modified: 29 Sept 2023
- AAAI 2023
- Readers: Everyone
Serverless Federated AUPRC Optimization for Multi-Party Collaborative Imbalanced Data Mining
Xidong Wu, Zhengmian Hu, Jian Pei, Heng Huang
- Published: 01 Jan 2023, Last Modified: 29 Sept 2023
- KDD 2023
- Readers: Everyone

View all 21 publications

Co-Authors

View all 29 co-authors