Huan Xiong

Full Professor, Harbin Institute of Technology

Joined

February 2020

Names

Huan Xiong (Preferred)

Emails

****@inceptioniai.org (Confirmed)

****@mbzuai.ac.ae (Confirmed)

****@gmail.com (Confirmed)

****@hit.edu.cn (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Full Professor

Harbin Institute of Technology (hit.edu.cn)

2024 – Present

Advisors, Relations & Conflicts

Coauthor

Bin Gu

2021 – Present

Expertise

deep learning

2018 – Present

Publications

Effectiveness assessment of recent large vision-language models
Yao Jiang, Xinyu Yan, Ge-Peng Ji, Keren Fu, Meijun Sun, Huan Xiong, Deng-Ping Fan, Fahad Shahbaz Khan
- Visual Intelligence
- Readers: Everyone
EasySpiking: Spike-Friendly Function Approximations for Spiking LLMs Without Fine-Tuning
Xinzhe Yuan, Xiang Peng, Huan Xiong, Bin Gu
- Submitted to ICLR 2026
- Readers: Everyone
Unleashing LLMs in Bayesian Optimization: Preference-Guided Framework for Scientific Discovery
Xinzhe Yuan, Zhuo Chen, Jianshu Zhang, Huan Xiong, Nanyang Ye, Yuqiang Li, Qinying Gu
- ICLR 2026 Poster
- Readers: Everyone
On the Intrinsic Structures of Spiking Neural Networks
Shao-Qun Zhang, Jia-Yi Chen, Jin-Hui Wu, Gao Zhang, Huan Xiong, Bin Gu, Zhi-Hua Zhou
- OpenReview Archive Direct Upload
- Readers: Everyone
Deep Underwater Image Quality Assessment With Explicit Degradation Awareness Embedding
Qiuping Jiang, Yuese Gu, Zongwei Wu, Chongyi Li, Huan Xiong, Feng Shao, Zhihua Wang
- IEEE Trans. Image Process. 2025
- Readers: Everyone
Inter-feature Relationship Certifies Robust Generalization of Adversarial Training
Shufei Zhang, Zhuang Qian, Kaizhu Huang, Qiu-Feng Wang, Bin Gu, Huan Xiong, Xinping Yi
- Int. J. Comput. Vis. 2024
- Readers: Everyone
From Conflicts to Convergence: A Zeroth-order Method for Multi-Objective Learning
Xinyue Liu, Xinzhe Yuan, Hong Chen, Bin Gu, Huan Xiong, Zhihao Li, Xuelin Zhang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Fight Fire with Fire: Multi-biased Interactions in Hard-Thresholding
Xinzhe Yuan, Xiang Peng, Huan Xiong, Bin Gu
- Submitted to ICLR 2025
- Readers: Everyone
Query Efficient Nonsmooth Stochastic Black-Box Bilevel Optimization with Bregman Distance
Wanli Shi, Hualin Zhang, Huan Xiong, Bin Gu
- Submitted to ICLR 2025
- Readers: Everyone
Rethinking Polyp Segmentation From An Out-of-distribution Perspective
Ge-Peng Ji, Jing Zhang, Dylan Campbell, Huan Xiong, Nick Barnes
- Mach. Intell. Res. 2024
- Readers: Everyone

View all 106 publications

Co-Authors

View all 202 co-authors