Xiang, Chong

7 publications

ICLR 2025 Instructional Segment Embedding: Improving LLM Safety with Instruction Hierarchy Tong Wu, Shujian Zhang, Kaiqiang Song, Silei Xu, Sanqiang Zhao, Ravi Agrawal, Sathish Reddy Indurthi, Chong Xiang, Prateek Mittal, Wenxuan Zhou

CVPR 2025 PatchDEMUX: A Certifiably Robust Framework for Multi-Label Classifiers Against Adversarial Patches Dennis Jacob, Chong Xiang, Prateek Mittal

NeurIPS 2025 ReliabilityRAG: Effective and Provably Robust Defense for RAG-Based Web-Search Zeyu Shen, Basileal Yoseph Imana, Tong Wu, Chong Xiang, Prateek Mittal, Aleksandra Korolova

ICMLW 2024 Certifiably Robust RAG Against Retrieval Corruption Chong Xiang, Tong Wu, Zexuan Zhong, David Wagner, Danqi Chen, Prateek Mittal

NeurIPSW 2024 Instructional Segment Embedding: Improving LLM Safety with Instruction Hierarchy Tong Wu, Shujian Zhang, Kaiqiang Song, Silei Xu, Sanqiang Zhao, Ravi Agrawal, Sathish Reddy Indurthi, Chong Xiang, Prateek Mittal, Wenxuan Zhou

ICML 2023 MultiRobustBench: Benchmarking Robustness Against Multiple Attacks Sihui Dai, Saeed Mahloujifar, Chong Xiang, Vikash Sehwag, Pin-Yu Chen, Prateek Mittal

ICLR 2022 Robust Learning Meets Generative Models: Can Proxy Distributions Improve Adversarial Robustness? Vikash Sehwag, Saeed Mahloujifar, Tinashe Handina, Sihui Dai, Chong Xiang, Mung Chiang, Prateek Mittal