Zidi Xiong

According to our database, Zidi Xiong authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

GuardAgent: Safeguard LLM Agents by a Guard Agent via Knowledge-Enabled Reasoning.

Zhen Xiang, Linzhi Zheng, Yanjie Li, Junyuan Hong, Qinbin Li, Han Xie, Jiawei Zhang, Zidi Xiong, Chulin Xie, Carl Yang, Dawn Song, Bo Li

CoRR, 2024

RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content.

Zhuowen Yuan, Zidi Xiong, Yi Zeng, Ning Yu, Ruoxi Jia, Dawn Song, Bo Li

Proceedings of the Forty-first International Conference on Machine Learning, 2024

BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models.

Zhen Xiang, Fengqing Jiang, Zidi Xiong, Bhaskar Ramasubramanian, Radha Poovendran, Bo Li

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

CBD: A Certified Backdoor Detector Based on Local Dominant Probability.

Zhen Xiang, Zidi Xiong, Bo Li

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models.

Boxin Wang, Weixin Chen, Hengzhi Pei, Chulin Xie, Mintong Kang, Chenhui Zhang, Chejian Xu, Zidi Xiong, Ritik Dutta, Rylan Schaeffer, Sang T. Truong, Simran Arora, Mantas Mazeika, Dan Hendrycks, Zinan Lin, Yu Cheng, Sanmi Koyejo, Dawn Song, Bo Li

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

UMD: Unsupervised Model Detection for X2X Backdoor Attacks.

Zhen Xiang, Zidi Xiong, Bo Li

Proceedings of the International Conference on Machine Learning, 2023

2022

Label-Smoothed Backdoor Attack.

Minlong Peng, Zidi Xiong, Mingming Sun, Ping Li

CoRR, 2022