Below is a curated list of my publications and preprints.

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1) My Favorite Streamer is an LLM: Discovering, Bonding, and Co-Creating in AI VTuber Fandom

• Authors: Jiayi Ye*, Chaoran Chen, Yue Huang, Yanfang Ye, Toby Jia-Jun Li, Xiangliang Zhang
• Venue: CHI 2026
• Award: Honourable Mention Award
• Links: arXiv · PDF

2) Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge

• Authors: Jiayi Ye*, Yanbo Wang*, Yue Huang*, Dongping Chen, Qihui Zhang, Nuno Moniz, Tian Gao, Werner Geyer, Chao Huang, Pin-Yu Chen, Nitesh V Chawla, Xiangliang Zhang
• Venue: ICLR 2025
• Links: arXiv · PDF

3) Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study

• Authors: Yujun Zhou*, Jiayi Ye*, Zipeng Ling*, Yufei Han, Yue Huang, Haomin Zhuang, Zhenwen Liang, Kehan Guo, Taicheng Guo, Xiangqi Wang, Xiangliang Zhang
• Venue: EMNLP 2025 Findings
• Links: arXiv · PDF

4) AutoDavis: Automatic and Dynamic Evaluation Protocol of Large Vision-Language Models on Visual Question-Answering

• Authors: Han Bao*, Yue Huang*, Yanbo Wang, Jiayi Ye, Xiangqi Wang, Xiuying Chen, Mohamed Elhoseiny, Xiangliang Zhang
• Venue: KDD 2026
• Links: OpenReview · PDF

5) TRUSTEVAL: A Dynamic Evaluation Toolkit on Trustworthiness of Generative Foundation Models

• Authors: Yanbo Wang*, Jiayi Ye*, Siyuan Wu*, Chujie Gao, Yue Huang, Xiuying Chen, Yue Zhao, Xiangliang Zhang
• Venue: NAACL 2025 System Demonstration Track
• Links: Website · Code

6) UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation

• Authors: Qihui Zhang, Munan Ning, Zheyuan Liu, Yanbo Wang, Jiayi Ye, Yue Huang, Shuo Yang, Xiao Chen, Yibing Song, Li Yuan
• Venue: CVPR 2025
• Links: arXiv · PDF

7) TrustGen: A Platform of Dynamic Benchmarking on the Trustworthiness of Generative Foundation Models

• Authors: Yue Huang, Chujie Gao, Siyuan Wu, Haoran Wang, Xiangqi Wang, Jiayi Ye, Yujun Zhou, Yanbo Wang, Jiawen Shi, Qihui Zhang, Han Bao, Zhaoyi Liu, Yuan Li, Tianrui Guan, etc.
• Venue: ICLR 2026
• Links: Website · OpenReview · PDF · Documentation · Demo · GitHub

8) Adaptive Distraction: Probing LLM Contextual Robustness with Automated Tree Search

• Authors: Yanbo Wang, Zixiang Xu, Yue Huang, Chujie Gao, Siyuan Wu, Jiayi Ye, Xiuying Chen, Pin-Yu Chen, Xiangliang Zhang
• Venue: NeurIPS 2025
• Links: NeurIPS · arXiv · PDF · Code

9) Guardian-as-an-Advisor: Advancing Next-Generation Guardian Models for Trustworthy LLMs

• Authors: Yue Huang, Haomin Zhuang, Jiayi Ye, Han Bao, Yanbo Wang, Hang Hua, Siyuan Wu, Pin-Yu Chen, Xiangliang Zhang
• Venue: ACL 2026 Findings
• Links: arXiv · PDF

* Equal contribution.