A fast test compaction method using dedicated Pure MaxSAT solver embedded in DFT flow - Zhiteng Chao; Xindi Zhang; Junying Huang; Zizhen Liu; Yixuan Zhao; Jing Ye; Shaowei Cai; Huawei Li; Xiaowei Li (Integr., 2025)

ETPG: Efficient Transition Fault Simulation via Dual-Strategy Pattern Parallelism and Gate Restructuring - Mingjun Wang; Hui Wang; Zizhen Liu; Feng Gu; Jianan Mu; Jiaping Tang; Jun Gao; Huawei Li; Jing Ye; Xiaowei Li (Proceedings of the 30th Asia and South Pacific Design Automation Conference, ASPDAC 2025, Tokyo, Japan, January 20-23, 2025, 2025)

UAFer: A Unified Model for Class-Agnostic Binary Segmentation With Uncertainty-Aware Feature Reassembly - Zihao Dong; Zizhen Liu; Runmin Cong; Tiyu Fang; Xiuli Shao; Sam Kwong (IEEE Trans. Circuits Syst. Video Technol., 2024)

SPFL: A Self-Purified Federated Learning Method Against Poisoning Attacks - Zizhen Liu; Weiyang He; Chip-Hong Chang; Jing Ye; Huawei Li; Xiaowei Li (IEEE Trans. Inf. Forensics Secur., 2024)

Accelerating Sequential Circuit Simulation with Spatial Locality Enhancement and Redundant Event Reduction - Jiaping Tang; Zizhen Liu; Jianan Mu; Feng Gu; Mingjun Wang; Wenxing Li; Jing Ye; Xiaowei Li; Huawei Li (33rd IEEE Asian Test Symposium, ATS 2024, Ahmedabad, India, December 17-20, 2024, 2024)

Alchemist: A Unified Accelerator Architecture for Cross-Scheme Fully Homomorphic Encryption - Jianan Mu; Husheng Han; Shangyi Shi; Jing Ye; Zizhen Liu; Shengwen Liang; Meng Li; Mingzhe Zhang; Song Bian; Xing Hu; Huawei Li; Xiaowei Li (Proceedings of the 61st ACM/IEEE Design Automation Conference, DAC 2024, San Francisco, CA, USA, June 23-27, 2024, 2024)

DDP-Fsim: Efficient and Scalable Fault Simulation for Deterministic Patterns with Two-Dimensional Parallelism - Feng Gu; Mingjun Wang; Jianan Mu; Zizhen Liu; Jiaping Tang; Hui Wang; Yonghao Wang; Jing Ye; Huawei Li; Xiaowei Li (Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2024, Newark Liberty International Airport Marriott, NJ, USA, October 27-31, 2024, 2024)

A Static Test Compaction Method Based on GCN Assisted Fault Gate Classification - Zhiteng Chao; Qinluan Dai; Jiale Li; Zizhen Liu; Wenxing Li; Hongqin Lyu; Jing Ye; Huawei Li; Xiaowei Li (IEEE International Test Conference in Asia, ITC-Asia 2024, Changsha, China, August 18-20, 2024, 2024)

Efficient Functional Safety Method for Gate-Level Fine-Grained Digital Circuits with ISO-26262 - Mingjun Wang; Hui Wang; Jianan Mu; Zizhen Liu; Jun Gao; Jing Ye; Huawei Li; Xiaowei Li (IEEE International Test Conference in Asia, ITC-Asia 2024, Changsha, China, August 18-20, 2024, 2024)

A Cooperative Deception Strategy for Covert Communication in Presence of a Multi-Antenna Adversary - Jiangbo Si; Zizhen Liu; Zan Li; Hang Hu; Lei Guan; Chao Wang; Naofal Al-Dhahir (IEEE Trans. Commun., 2023)

DHSA: efficient doubly homomorphic secure aggregation for cross-silo federated learning - Zizhen Liu; Si Chen; Jing Ye; Junfeng Fan; Huawei Li; Xiaowei Li (J. Supercomput., 2023)

An Empirical Study of the Inherent Resistance of Knowledge Distillation Based Federated Learning to Targeted Poisoning Attacks - Weiyang He; Zizhen Liu; Chip-Hong Chang (32nd IEEE Asian Test Symposium, ATS 2023, Beijing, China, October 14-17, 2023, 2023)

SPFL: A Self-purified Federated Learning Method Against Poisoning Attacks - Zizhen Liu; Weiyang He; Chip-Hong Chang; Jing Ye; Huawei Li; Xiaowei Li (CoRR, 2023)

SASH: Efficient secure aggregation based on SHPRG for federated learning - Zizhen Liu; Si Chen; Jing Ye; Junfeng Fan; Huawei Li; Xiaowei Li (Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, UAI 2022, 1-5 August 2022, Eindhoven, The Netherlands, 2022)

DHSA: Efficient Doubly Homomorphic Secure Aggregation for Cross-silo Federated Learning - Zizhen Liu; Si Chen; Jing Ye; Junfeng Fan; Huawei Li; Xiaowei Li (CoRR, 2022)

Efficient Secure Aggregation Based on SHPRG For Federated Learning - Zizhen Liu; Si Chen; Jing Ye; Junfeng Fan; Huawei Li; Xiaowei Li (CoRR, 2021)

Sequence Triggered Hardware Trojan in Neural Network Accelerator - Zizhen Liu; Jing Ye; Xing Hu; Huawei Li; Xiaowei Li; Yu Hu (38th IEEE VLSI Test Symposium, VTS 2020, San Diego, CA, USA, April 5-8, 2020, 2020)