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, Wenda Chu, Linyi Li, 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. To appear in CVPR 2023..

Wenda Chu, Chulin Xie, Boxin Wang, Linyi Li, Lang Yin, Han Zhao, Bo Li (2022). FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data. Preprint. Under Review.

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