Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A BenchmarkYihua ZhangPingzhi Liet al.2024ICML 2024
What Is Missing in IRM Training and Evaluation? Challenges and SolutionsYihua ZhangPranay Sharmaet al.2023ICLR 2023
Decentralized Learning for Overparameterized Problems: A Multi-Agent Kernel Approximation ApproachPrashant KhanduriHaibo Yanget al.2022ICLR 2022
How to Robustify Black-Box ML Models? A Zeroth-Order Optimization PerspectiveYimeng ZhangYuguang Yaoet al.2022ICLR 2022