TPC: Transformation-Specific Smoothing for Point Cloud Models. - Wenda Chu; Linyi Li 001; Bo Li 026 (ICML, 2022)

FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data. - Wenda Chu; Chulin Xie; Boxin Wang; Linyi Li 001; Lang Yin; Han Zhao 002; Bo Li 026 (CoRR, 2022)

Distributed Robust Principal Analysis. - Wenda Chu (CoRR, 2022)

Physically Realizable Natural-Looking Clothing Textures Evade Person Detectors via 3D Modeling. - Zhanhao Hu; Wenda Chu; Xiaopei Zhu; Hui Zhang; Bo Zhang 010; Xiaolin Hu 001 (CVPR, 2023)

PerAda: Parameter-Efficient and Generalizable Federated Learning Personalization with Guarantees. - Chulin Xie; De-An Huang; Wenda Chu; Daguang Xu; Chaowei Xiao; Bo Li 026; Anima Anandkumar (CoRR, 2023)

Perada: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees. - Chulin Xie; De-An Huang; Wenda Chu; Daguang Xu; Chaowei Xiao; Bo Li 026; Anima Anandkumar (CVPR, 2024)

COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems Against Semantic Attacks. - Zijian Huang 002; Wenda Chu; Linyi Li 001; Chejian Xu; Bo Li 026 (AAAI, 2025)

Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing. - Bingliang Zhang; Wenda Chu; Julius Berner; Chenlin Meng; Anima Anandkumar; Yang Song 011 (CVPR, 2025)

InverseBench: Benchmarking Plug-and-Play Diffusion Priors for Inverse Problems in Physical Sciences. - Hongkai Zheng; Wenda Chu; Bingliang Zhang; Zihui Wu; Austin Wang; Berthy Feng; Caifeng Zou; Yu Sun 022; Nikola Borislavov Kovachki; Zachary E. Ross; Katherine L. Bouman; Yisong Yue (ICLR, 2025)

Ensemble Kalman Diffusion Guidance: A Derivative-free Method for Inverse Problems. - Hongkai Zheng; Wenda Chu; Austin Wang; Nikola Borislavov Kovachki; Ricardo Baptista; Yisong Yue (Trans. Mach. Learn. Res., 2025)

Split Gibbs Discrete Diffusion Posterior Sampling. - Wenda Chu; Yang Song; Yisong Yue (CoRR, 2025)

Steering Generative Models with Experimental Data for Protein Fitness Optimization. - Jason Yang; Wenda Chu; Daniel Khalil; Raul Astudillo; Bruce J. Wittmann; Frances H. Arnold; Yisong Yue (CoRR, 2025)

Discrete Diffusion Trajectory Alignment via Stepwise Decomposition. - Jiaqi Han; Austin Wang; Minkai Xu; Wenda Chu; Meihua Dang; Yisong Yue; Stefano Ermon (CoRR, 2025)