Yuhong Chou

PhD student, The Hong Kong Polytechnic University

Joined

January 2023

Names

Yuhong Chou (Preferred)

Emails

****@stu.xjtu.edu.cn (Confirmed)

****@outlook.com (Confirmed)

****@connect.polyu.hk (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

The Hong Kong Polytechnic University (connect.polyu.hk)

2024 – 2028

Advisors, Relations & Conflicts

Coauthor

Weigao Sun

Present

Coauthor

Man Yao

Present

Coauthor

Yiran Zhong

Present

Expertise

No areas of expertise listed

Publications

IML-Spikeformer: Input-Aware Multilevel Spiking Transformer for Speech Processing
Zeyang Song, Shimin Zhang, Yuhong Chou, Jibin Wu, Haizhou Li
- IEEE Transactions on Neural Networks and Learning Systems
- Readers: Everyone
SpikingBrain: Spiking Brain-inspired Large Models
Yuqi Pan, Yupeng Feng, JingHao Zhuang, siyu ding, Han Xu, Zehao Liu, Bohan Sun, Yuhong Chou, Xuerui Qiu, Anlin Deng, Anjie Hu, Shurong Wang, Peng Zhou, Man Yao, Jibin Wu, jian yang, 孙国梁, Bo XU, Guoqi Li
- Accepted by TMLR
- Readers: Everyone
Scaling Linear Attention Capacity with Sparse State Expansion
Yuqi Pan, Yongqi An, Zheng Li, Yuhong Chou, Rui-Jie Zhu, Xiaohui Wang, Mingxuan Wang, Jinqiao Wang, Guoqi Li
- ICLR 2026 Poster
- Readers: Everyone
ZeCO: Zero-Communication Overhead Sequence Parallelism for Linear Attention
Yuhong Chou, Zehao Liu, Rui-Jie Zhu, Xinyi Wan, Tianjian Li, Congying Chu, Qian Liu, Jibin Wu, Zejun MA
- NeurIPS 2025 poster
- Readers: Everyone
MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map
Yuhong Chou, Man Yao, Kexin Wang, Yuqi Pan, Rui-Jie Zhu, Jibin Wu, Yiran Zhong, Yu Qiao, Bo XU, Guoqi Li
- NeurIPS 2024 oral
- Readers: Everyone
RSC-SNN: Exploring the Trade-off Between Adversarial Robustness and Accuracy in Spiking Neural Networks via Randomized Smoothing Coding
Keming Wu, Man Yao, Yuhong Chou, Xuerui Qiu, Rui Yang, Bo XU, Guoqi Li
- MM2024 Poster
- Readers: Everyone
High-Performance Temporal Reversible Spiking Neural Networks with $\mathcal{O}(L)$ Training Memory and $\mathcal{O}(1)$ Inference Cost
JiaKui Hu, Man Yao, Xuerui Qiu, Yuhong Chou, Yuxuan Cai, Ning Qiao, Yonghong Tian, Bo XU, Guoqi Li
- ICML 2024 Spotlight
- Readers: Everyone
High-Performance Temporal Reversible Spiking Neural Networks with O(L) Training Memory and O(1) Inference Cost
Jiakui Hu, Man Yao, Xuerui Qiu, Yuhong Chou, Yuxuan Cai, Ning Qiao, Yonghong Tian, Bo Xu, Guoqi Li
- CoRR 2024
- Readers: Everyone
RSC-SNN: Exploring the Trade-off Between Adversarial Robustness and Accuracy in Spiking Neural Networks via Randomized Smoothing Coding
Keming Wu, Man Yao, Yuhong Chou, Xuerui Qiu, Rui Yang, Bo Xu, Guoqi Li
- CoRR 2024
- Readers: Everyone
Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection
Xinhao Luo, Man Yao, Yuhong Chou, Bo Xu, Guoqi Li
- CoRR 2024
- Readers: Everyone

View all 17 publications

Co-Authors

View all 56 co-authors