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

ETPG: Efficient Transition Fault Simulation via Dual-Strategy Pattern Parallelism and Gate Restructuring. - Wang, Mingjun; Wang, Hui; Liu, Zizhen; Gu, Feng; Mu, Jianan; Tang, Jiaping; Gao, Jun; Li, Huawei; Ye, Jing; Li, Xiaowei (2025)

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

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

Accelerating Sequential Circuit Simulation with Spatial Locality Enhancement and Redundant Event Reduction. - Tang, Jiaping; Liu, Zizhen; Mu, Jianan; Gu, Feng; Wang, Mingjun; Li, Wenxing; Ye, Jing; Li, Xiaowei; Li, Huawei (2024)

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

DDP-Fsim: Efficient and Scalable Fault Simulation for Deterministic Patterns with Two-Dimensional Parallelism. - Gu, Feng; Wang, Mingjun; Mu, Jianan; Liu, Zizhen; Tang, Jiaping; Wang, Hui; Wang, Yonghao; Ye, Jing; Li, Huawei; Li, Xiaowei (2024)

A Static Test Compaction Method Based on GCN Assisted Fault Gate Classification. - Chao, Zhiteng; Dai, Qinluan; Li, Jiale; Liu, Zizhen; Li, Wenxing; Lyu, Hongqin; Ye, Jing; Li, Huawei; Li, Xiaowei (2024)

Efficient Functional Safety Method for Gate-Level Fine-Grained Digital Circuits with ISO-26262. - Wang, Mingjun; Wang, Hui; Mu, Jianan; Liu, Zizhen; Gao, Jun; Ye, Jing; Li, Huawei; Li, Xiaowei (2024)

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

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

An Empirical Study of the Inherent Resistance of Knowledge Distillation Based Federated Learning to Targeted Poisoning Attacks. - He, Weiyang; Liu, Zizhen; Chang, Chip-Hong (2023)

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

SASH: Efficient secure aggregation based on SHPRG for federated learning. - Liu, Zizhen; Chen, Si; Ye, Jing; Fan, Junfeng; Li, Huawei; Li, Xiaowei (2022)

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

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

Sequence Triggered Hardware Trojan in Neural Network Accelerator. - Liu, Zizhen; Ye, Jing; Hu, Xing; Li, Huawei; Li, Xiaowei; Hu, Yu (2020)