Hualin Zhang

According to our database, Hualin Zhang authored at least 9 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Obtaining Lower Query Complexities Through Lightweight Zeroth-Order Proximal Gradient Algorithms.

Bin Gu, Xiyuan Wei, Hualin Zhang, Yi Chang, Heng Huang

Neural Comput., May, 2024

Subspace Selection based Prompt Tuning with Nonconvex Nonsmooth Black-Box Optimization.

Haozhen Zhang, Hualin Zhang, Bin Gu, Yi Chang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Hard-Thresholding Meets Evolution Strategies in Reinforcement Learning.

Chengqian Gao, William de Vazelhes, Hualin Zhang, Bin Gu, Zhiqiang Xu

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

General Stability Analysis for Zeroth-Order Optimization Algorithms.

Xinyue Liu, Hualin Zhang, Bin Gu, Hong Chen

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Accelerated On-Device Forward Neural Network Training with Module-Wise Descending Asynchronism.

Xiaohan Zhao, Hualin Zhang, Zhouyuan Huo, Bin Gu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Faster Gradient-Free Methods for Escaping Saddle Points.

Hualin Zhang, Bin Gu

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Zeroth-Order Negative Curvature Finding: Escaping Saddle Points without Gradients.

Hualin Zhang, Huan Xiong, Bin Gu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Zeroth-Order Hard-Thresholding: Gradient Error vs. Expansivity.

William de Vazelhes, Hualin Zhang, Huimin Wu, Xiaotong Yuan, Bin Gu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Cross-domain Slot Filling with Distinct Slot Entity and Type Prediction.

Shudong Liu, Peijie Huang, Zhanbiao Zhu, Hualin Zhang, Jianying Tan

Proceedings of the Natural Language Processing and Chinese Computing, 2021