ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers. - Husheng Han; Kaidi Xu; Xing Hu 001; Xiaobing Chen; Ling Liang; Zidong Du; Qi Guo 001; Yanzhi Wang; Yunji Chen (NeurIPS, 2021)

Real-Time Robust Video Object Detection System Against Physical-World Adversarial Attacks. - Husheng Han; Xing Hu 001; Kaidi Xu; Pucheng Dang; Ying Wang 001; Yongwei Zhao; Zidong Du; Qi Guo 001; Yanzhi Yang; Tianshi Chen 002 (CoRR, 2022)

Cambricon-R: A Fully Fused Accelerator for Real-Time Learning of Neural Scene Representation. - Xinkai Song; Yuanbo Wen; Xing Hu 001; Tianbo Liu 006; Haoxuan Zhou; Husheng Han; Tian Zhi; Zidong Du; Wei Li 008; Rui Zhang 040; Chen Zhang 001; Lin Gao 004; et al. (MICRO, 2023)

Flew Over Learning Trap: Learn Unlearnable Samples by Progressive Staged Training. - Pucheng Dang; Xing Hu 001; Kaidi Xu; Jinhao Duan; Di Huang; Husheng Han; Rui Zhang 040; Zidong Du; Qi Guo 001; Yunji Chen (CoRR, 2023)

Pushing the Limits of Machine Design: Automated CPU Design with AI. - Shuyao Cheng; Pengwei Jin; Qi Guo 001; Zidong Du; Rui Zhang 040; Yunhao Tian; Xing Hu 001; Yongwei Zhao; Yifan Hao 001; Xiangtao Guan; Husheng Han; Zhengyue Zhao; et al. (CoRR, 2023)

OCEAN-MBRL: Offline Conservative Exploration for Model-Based Offline Reinforcement Learning. - Fan Wu; Rui Zhang 040; Qi Yi; Yunkai Gao 001; Jiaming Guo; Shaohui Peng; Siming Lan; Husheng Han; Yansong Pan; Kaizhao Yuan; Pengwei Jin; Ruizhi Chen; et al. (AAAI, 2024)

TensorTEE: Unifying Heterogeneous TEE Granularity for Efficient Secure Collaborative Tensor Computing. - Husheng Han; Xinyao Zheng; Yuanbo Wen; Yifan Hao 001; Erhu Feng; Ling Liang; Jianan Mu; Xiaqing Li; Tianyun Ma; Pengwei Jin; Xinkai Song; Zidong Du; et al. (ASPLOS (4), 2024)

Alchemist: A Unified Accelerator Architecture for Cross-Scheme Fully Homomorphic Encryption. - Jianan Mu; Husheng Han; Shangyi Shi; Jing Ye 001; Zizhen Liu; Shengwen Liang; Meng Li 004; Mingzhe Zhang; Song Bian 001; Xing Hu 001; Huawei Li 001; Xiaowei Li 001 (DAC, 2024)

Automated CPU Design by Learning from Input-Output Examples. - Shuyao Cheng; Pengwei Jin; Qi Guo 001; Zidong Du; Rui Zhang 040; Xing Hu 001; Yongwei Zhao; Yifan Hao 001; Xiangtao Guan; Husheng Han; Zhengyue Zhao; Ximing Liu; et al. (IJCAI, 2024)

InputSnatch: Stealing Input in LLM Services via Timing Side-Channel Attacks. - Xinyao Zheng; Husheng Han; Shangyi Shi; Qiyan Fang; Zidong Du; Xing Hu 001; Qi Guo 001 (CoRR, 2024)

AGON: Automated Design Framework for Customizing Processors from ISA Documents. - Chongxiao Li; Di Huang; Pengwei Jin; Tianyun Ma; Husheng Han; Shuyao Cheng; Yifan Hao 001; Yongwei Zhao; Guanglin Xu; Zidong Du; Rui Zhang 040; Xiaqing Li; et al. (CoRR, 2024)

Real-Time Robust Video Object Detection System Against Physical-World Adversarial Attacks. - Husheng Han; Xing Hu 001; Yifan Hao 001; Kaidi Xu; Pucheng Dang; Ying Wang 001; Yongwei Zhao; Zidong Du; Qi Guo 001; Yanzhi Wang; Xishan Zhang; Tianshi Chen 002 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Harmonia: A Unified Architecture for Efficient Deep Symbolic Regression. - Tianyun Ma; Yuanbo Wen; Xinkai Song; Pengwei Jin; Di Huang; Husheng Han; Ziyuan Nan; Zhongkai Yu; Shaohui Peng; Yongwei Zhao; Huaping Chen 001; Zidong Du; et al. (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

FlexMem: High-Parallel Near-Memory Architecture for Flexible Dataflow in Fully Homomorphic Encryption. - Shangyi Shi; Husheng Han; Jianan Mu; Xinyao Zheng; Ling Liang; Hang Lu; Zidong Du; Xiaowei Li 001; Xing Hu 001; Qi Guo 001 (CoRR, 2025)

FicGCN: Unveiling the Homomorphic Encryption Efficiency from Irregular Graph Convolutional Networks. - Zhaoxuan Kan; Husheng Han; Shangyi Shi; Tenghui Hua; Hang Lu; Xiaowei Li 001; Jianan Mu; Xing Hu 001 (CoRR, 2025)