Efficient and Robust KPI Outlier Detection for Large-Scale Datacenters. - Yongqian Sun; Daguo Cheng; Tiankai Yang 001; Yuhe Ji; Shenglin Zhang; Man Zhu; Xiao Xiong; Qiliang Fan; Minghan Liang; Dan Pei; Tianchi Ma; Yu Chen (IEEE Trans. Computers, 2023)

NLP-ADBench: NLP Anomaly Detection Benchmark. - Yuangang Li 002; Jiaqi Li; Zhuo Xiao; Tiankai Yang 001; Yi Nian; Xiyang Hu; Yue Zhao 016 (CoRR, 2024)

AD-LLM: Benchmarking Large Language Models for Anomaly Detection. - Tiankai Yang 001; Yi Nian; Shawn Li; Ruiyao Xu; Yuangang Li 002; Jiaqi Li; Zhuo Xiao; Xiyang Hu; Ryan A. Rossi; Kaize Ding; Xiaohu You 001; Yue Zhao 016 (CoRR, 2024)

AD-LLM: Benchmarking Large Language Models for Anomaly Detection. - Tiankai Yang 001; Yi Nian; Li Li 006; Ruiyao Xu; Yuangang Li 002; Jiaqi Li; Zhuo Xiao; Xiyang Hu; Ryan A. Rossi; Kaize Ding; Xia Hu 001; Yue Zhao 016 (ACL (Findings), 2025)

DPU: Dynamic Prototype Updating for Multimodal Out-of-Distribution Detection. - Shawn Li; Huixian Gong; Hao Dong; Tiankai Yang 001; Zhengzhong Tu; Yue Zhao 016 (CVPR, 2025)

PyOD 2: A Python Library for Outlier Detection with LLM-powered Model Selection. - Sihan Chen; Zhuangzhuang Qian; Wingchun Siu; Xingcan Hu; Jiaqi Li; Shawn Li; Yuehan Qin; Tiankai Yang 001; Zhuo Xiao; Wanghao Ye; Yichi Zhang; Yushun Dong; et al. (WWW (Companion Volume), 2025)

Treble Counterfactual VLMs: A Causal Approach to Hallucination. - Shawn Li; Jiashu Qu; Yuxiao Zhou 006; Yuehan Qin; Tiankai Yang 001; Yue Zhao 016 (CoRR, 2025)

Efficient Model Selection for Time Series Forecasting via LLMs. - Wang Wei; Tiankai Yang 001; Hongjie Chen 003; Ryan A. Rossi; Yue Zhao 016; Franck Dernoncourt; Hoda Eldardiry (CoRR, 2025)

StealthRank: LLM Ranking Manipulation via Stealthy Prompt Optimization. - Yiming Tang; Yi Fan; Chenxiao Yu; Tiankai Yang 001; Yue Zhao 016; Xiyang Hu (CoRR, 2025)

AD-AGENT: A Multi-agent Framework for End-to-end Anomaly Detection. - Tiankai Yang 001; Junjun Liu; Wingchun Siu; Jiahang Wang; Zhuangzhuang Qian; Chanjuan Song; Cheng Cheng 001; Xiyang Hu; Yue Zhao 016 (CoRR, 2025)

A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations. - Li Li 006; Peilin Cai; Ryan A. Rossi; Franck Dernoncourt; Branislav Kveton; Junda Wu; Tong Yu 001; Linxin Song; Tiankai Yang 001; Yuehan Qin; Nesreen K. Ahmed; Samyadeep Basu; et al. (CoRR, 2025)

M3OOD: Automatic Selection of Multimodal OOD Detectors. - Yuehan Qin; Li Li 006; Defu Cao; Tiankai Yang 001; Yue Zhao 016 (CoRR, 2025)