Publications

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

Zijian Huang, Linyi Li, Wenda Chu,Chejian Xu, Bo Li (2023). COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems against Semantic Attacks. Under Review.

Zhanhao Hu, Wenda Chu, Xiaopei Zhu, Hui Zhang, Bo Zhang, Xiaolin Hu (2022). Physically Realizable Natural-Looking Clothing Textures Evade Person Detectors via 3D Modeling. In CVPR 2023.

Wenda Chu, Chulin Xie, Boxin Wang, Linyi Li, Lang Yin,Arash Nourian, Han Zhao, Bo Li (2022). FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data. In Federated Learning in the Age of Foundation Models Workshop at NeurIPS, 2023. (Oral)

PDF arxiv

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

PDF Cite Code Poster Slides Video arxiv