Husheng Han

Joined

May 2021

Names

Husheng Han (Preferred)

Emails

****@ict.ac.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Institude of Computer Technology, Chinese Academy of Sciences (ucas.ac.cn)

2020 – 2025

Advisors, Relations & Conflicts

PhD Advisor

2020 – 2021

Expertise

Computer Architecture & DNN Accelerator

Present

Deep learning Security

Present

Publications

Circuit HMM: A Deterministic Hidden Markov Model for Automated Sequential Circuit Design
Xiangtao Guan, Husheng Han, Shuyao Cheng, Rui Zhang, Di Huang, Chongxiao Li, Peiyi Han, Tianyun Ma, Pengwei Jin, Zidong Du, Xing Hu, Wei Li, Qi Guo, Yunji Chen
- Submitted to ICLR 2026
- Readers: Everyone
FicGCN: Unveiling the Homomorphic Encryption Efficiency from Irregular Graph Convolutional Networks
Zhaoxuan Kan, Husheng Han, shangyi shi, Tenghui Hua, Hang Lu, Xiaowei Li, Jianan Mu, Xing Hu
- ICML 2025 poster
- Readers: Everyone
Real-Time Robust Video Object Detection System Against Physical-World Adversarial Attacks
Husheng Han, Xing Hu, Kaidi Xu, Pucheng Dang, Ying Wang, Yongwei Zhao, Zidong Du, Qi Guo, Yanzhi Yang, Tianshi Chen
- 2022 (modified: 16 Nov 2022)
- CoRR 2022
- Readers: Everyone
ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers
Husheng Han, Kaidi Xu, Xing Hu, Xiaobing Chen, Ling Liang, Zidong Du, Qi Guo, Yanzhi Wang, Yunji Chen
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers
Husheng Han, Kaidi Xu, Xing Hu, Xiaobing Chen, Ling Liang, Zidong Du, Qi Guo, Yanzhi Wang, Yunji Chen
- 2021 (modified: 16 Nov 2022)
- NeurIPS 2021
- Readers: Everyone

Co-Authors

View all 28 co-authors