Decentralized Parallel SGD With Privacy Preservation in Vehicular Networks. - Dongxiao Yu; Zongrui Zou; Shuzhen Chen 001; Youming Tao 001; Bing Tian; Weifeng Lv; Xiuzhen Cheng 001 (IEEE Trans. Veh. Technol., 2021)

D-(DP)2SGD: Decentralized Parallel SGD with Differential Privacy in Dynamic Networks. - Yuan Yuan 014; Zongrui Zou; Dong Li; Li Yan; Dongxiao Yu (Wirel. Commun. Mob. Comput., 2021)

PPAR: A Privacy-Preserving Adaptive Ranking Algorithm for Multi-Armed-Bandit Crowdsourcing. - Shuzhen Chen 001; Dongxiao Yu; Feng Li 002; Zongrui Zou; Weifa Liang; Xiuzhen Cheng 001 (IWQoS, 2022)

SPDL: Blockchain-secured and Privacy-preserving Decentralized Learning. - Minghui Xu 001; Zongrui Zou; Ye Cheng; Qin Hu 001; Dongxiao Yu; Xiuzhen Cheng 001 (CoRR, 2022)

Sampling from Network Reliability in Near-linear Time. - Xiaoyu Chen; Xinyuan Zhang; Zongrui Zou (CoRR, 2023)

SPDL: A Blockchain-Enabled Secure and Privacy-Preserving Decentralized Learning System. - Minghui Xu 001; Zongrui Zou; Ye Cheng; Qin Hu 001; Dongxiao Yu; Xiuzhen Cheng 001 (IEEE Trans. Computers, 2023)

Decentralized Parallel SGD Based on Weight-Balancing for Intelligent IoV. - Yuan Yuan 014; Jiguo Yu; Xiaolu Cheng; Zongrui Zou; Dongxiao Yu; Zhipeng Cai 001 (IEEE Trans. Intell. Transp. Syst., 2023)

Near-Linear Time Samplers for Matroid Independent Sets with Applications. - Xiaoyu Chen; Heng Guo 001; Xinyuan Zhang; Zongrui Zou (APPROX/RANDOM, 2024)

Optimal Bounds on Private Graph Approximation. - Jingcheng Liu 001; Jalaj Upadhyay; Zongrui Zou (SODA, 2024)

Optimality of Matrix Mechanism on ℓpp-metric. - Jingcheng Liu 001; Jalaj Upadhyay; Zongrui Zou (CoRR, 2024)

Differentially Private Multiway and k-Cut. - Rishi Chandra; Michael Dinitz; Chenglin Fan; Zongrui Zou (CoRR, 2024)

Deterministic counting from coupling independence. - Xiaoyu Chen; Weiming Feng 001; Heng Guo 001; Xinyuan Zhang; Zongrui Zou (CoRR, 2024)

Almost linear time differentially private release of synthetic graphs. - Zongrui Zou; Jingcheng Liu 001; Jalaj Upadhyay (AISTATS, 2025)

Optimality of Matrix Mechanism on ℓpp-metric. - Zongrui Zou; Jingcheng Liu 001; Jalaj Upadhyay (ICLR, 2025)

A Generalized Binary Tree Mechanism for Differentially Private Approximation of All-Pair Distances. - Michael Dinitz; Chenglin Fan; Jingcheng Liu 001; Jalaj Upadhyay; Zongrui Zou (CoRR, 2025)