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)

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)

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)