Wang, Chendi

6 publications

NeurIPS 2025 Mitigating the Privacy–Utility Trade-Off in Decentralized Federated Learning via F-Differential Privacy Xiang Li, Chendi Wang, Buxin Su, Qi Long, Weijie J Su

ICLRW 2025 Why Does Private Fine-Tuning Resist Differential Privacy Noise? a Representation Learning Perspective Yue Zhao, Xia Yutong, Chendi Wang

ICML 2024 Neural Collapse Meets Differential Privacy: Curious Behaviors of NoisyGD with Near-Perfect Representation Learning Chendi Wang, Yuqing Zhu, Weijie J Su, Yu-Xiang Wang

TMLR 2023 Binary Classification Under Local Label Differential Privacy Using Randomized Response Mechanisms Shirong Xu, Chendi Wang, Will Wei Sun, Guang Cheng

ICLR 2023 Statistical Theory of Differentially Private Marginal-Based Data Synthesis Algorithms Ximing Li, Chendi Wang, Guang Cheng

NeurIPS 2023 Unified Enhancement of Privacy Bounds for Mixture Mechanisms via $f$-Differential Privacy Chendi Wang, Buxin Su, Jiayuan Ye, Reza Shokri, Weijie Su