Hualin Zhang

Three Forward, One Backward: Memory-Efficient Full-Rank Fine-Tuning of Large Models via Extra Forward Passes

Silver Stepsize for Faster Zeroth-Order Optimization

Collaborative Discrete-Continuous Black-Box Prompt Learning for Language Models

Dual Variance Reduction with Momentum for Imbalanced Black-Box Discrete Prompt Learning

Query Efficient Nonsmooth Stochastic Black-Box Bilevel Optimization with Bregman Distance