Hualin Zhang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

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Publications

Haozhen Zhang, Hualin Zhang, Bin Gu, Yi Chang
Subspace Selection based Prompt Tuning with Nonconvex Nonsmooth Black-Box Optimization. KDD (2024)
Bin Gu, Xiyuan Wei, Hualin Zhang, Yi Chang, Heng Huang
Obtaining Lower Query Complexities Through Lightweight Zeroth-Order Proximal Gradient Algorithms. Neural Comput. 36 (5) (2024)
Chengqian Gao, William de Vazelhes, Hualin Zhang, Bin Gu, Zhiqiang Xu
Hard-Thresholding Meets Evolution Strategies in Reinforcement Learning. CoRR (2024)
Xinyue Liu, Hualin Zhang, Bin Gu, Hong Chen
General Stability Analysis for Zeroth-Order Optimization Algorithms. ICLR (2024)
Xiaohan Zhao, Hualin Zhang, Zhouyuan Huo, Bin Gu
Accelerated On-Device Forward Neural Network Training with Module-Wise Descending Asynchronism. NeurIPS (2023)
Hualin Zhang, Bin Gu
Faster Gradient-Free Methods for Escaping Saddle Points. ICLR (2023)
Hualin Zhang, Huan Xiong, Bin Gu
Zeroth-Order Negative Curvature Finding: Escaping Saddle Points without Gradients. NeurIPS (2022)
Hualin Zhang, Huan Xiong, Bin Gu
Zeroth-Order Negative Curvature Finding: Escaping Saddle Points without Gradients. CoRR (2022)
William de Vazelhes, Hualin Zhang, Huimin Wu, Xiao-Tong Yuan, Bin Gu
Zeroth-Order Hard-Thresholding: Gradient Error vs. Expansivity. CoRR (2022)
William de Vazelhes, Hualin Zhang, Huimin Wu, Xiaotong Yuan, Bin Gu
Zeroth-Order Hard-Thresholding: Gradient Error vs. Expansivity. NeurIPS (2022)
Shudong Liu, Peijie Huang, Zhanbiao Zhu, Hualin Zhang, Jianying Tan
Cross-domain Slot Filling with Distinct Slot Entity and Type Prediction. NLPCC (1) (2021)