Label-Smoothed Backdoor Attack. - Minlong Peng; Zidi Xiong; Mingming Sun 001; Ping Li 001 (CoRR, 2022)

UMD: Unsupervised Model Detection for X2X Backdoor Attacks. - Zhen Xiang; Zidi Xiong; Bo Li 026 (ICML, 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; et al. (NeurIPS, 2023)

CBD: A Certified Backdoor Detector Based on Local Dominant Probability. - Zhen Xiang; Zidi Xiong; Bo Li 026 (NeurIPS, 2023)

BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models. - Zhen Xiang; Fengqing Jiang; Zidi Xiong; Bhaskar Ramasubramanian; Radha Poovendran; Bo Li 026 (ICLR, 2024)

RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content. - Zhuowen Yuan; Zidi Xiong; Yi Zeng 005; Ning Yu; Ruoxi Jia 001; Dawn Song; Bo Li 026 (ICML, 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 002; Zidi Xiong; Chulin Xie; Carl Yang 001; Dawn Song; Bo Li 026 (CoRR, 2024)

MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models. - Chejian Xu; Jiawei Zhang 002; Zhaorun Chen; Chulin Xie; Mintong Kang; Yujin Potter; Zhun Wang; Zhuowen Yuan; Alexander Xiong; Zidi Xiong; Chenhui Zhang; Lingzhi Yuan; et al. (ICLR, 2025)

MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models. - Chejian Xu; Jiawei Zhang 002; Zhaorun Chen; Chulin Xie; Mintong Kang; Yujin Potter; Zhun Wang; Zhuowen Yuan; Alexander Xiong; Zidi Xiong; Chenhui Zhang; Lingzhi Yuan; et al. (CoRR, 2025)

Measuring the Faithfulness of Thinking Drafts in Large Reasoning Models. - Zidi Xiong; Shan Chen; Zhenting Qi; Himabindu Lakkaraju (CoRR, 2025)

How Memory Management Impacts LLM Agents: An Empirical Study of Experience-Following Behavior. - Zidi Xiong; Yuping Lin; Wenya Xie; Pengfei He; Jiliang Tang; Himabindu Lakkaraju; Zhen Xiang (CoRR, 2025)

When Models Reason in Your Language: Controlling Thinking Trace Language Comes at the Cost of Accuracy. - Jirui Qi; Shan Chen; Zidi Xiong; Raquel Fernández; Danielle S. Bitterman; Arianna Bisazza (CoRR, 2025)

User-Assistant Bias in LLMs. - Xu Pan; Jingxuan Fan; Zidi Xiong; Ely Hahami; Jorin Overwiening; Ziqian Xie (CoRR, 2025)