Wenjie Wang

About

I am an undergraduate researcher at Sichuan University. I am fortunate to work closely with Yue Huang, whose guidance has greatly influenced my research path toward trustworthy AI and foundation models. My current interests include:

• LLM Post-training & Evaluation — aligning and evaluating LLMs through synthetic data, personalization, and interactive assessment.
• Trustworthy LLM Reasoning — identifying and mitigating emergent failure modes in LLM reasoning, from social intelligence risks to conformity cascades.
• Multi-Agent Systems — exploring the dynamics, applications, and safety of LLM-based multi-agent collaboration and interaction.

Publications

^* Equal contribution

1. RiskLab: A Controlled Toolkit for Probing Emergent Risks in LLM-Based Multi-Agent Systems

   Yu Jiang*, Wenjie Wang*, Yue Huang*, Yanbo Wang, Zhenhong Zhou, Xiuying Chen, Yang Liu, Pin-Yu Chen, Wei Wang, Xiangliang Zhang

   ACL 2026 (System Demonstrations) · Paper · Code · Docs

2. Emergent Social Intelligence Risks in Generative Multi-Agent Systems

   Yue Huang*, Yu Jiang*, Wenjie Wang*, Haomin Zhuang, Xiaonan Luo, Yuchen Ma, Zhangchen Xu, Zichen Chen, Nuno Moniz, Zinan Lin, Pin-Yu Chen, Nitesh V. Chawla, Nouha Dziri, Huan Sun, Xiangliang Zhang

   Preprint, 2026 · Paper · Homepage

3. Synthetic Interaction Data for Scalable Personalization in Large Language Models

   Yuchen Ma, Yue Huang, Wenjie Wang, Xiaonan Luo, Xiangliang Zhang, Stefan Feuerriegel

   KDD D&B 2026 · Paper · Code · Docs · Dataset · Model

4. NARRA-Gym for Evaluating Interactive Narrative Agents

   Yue Huang*, Yuchen Ma*, Jiayi Ye*, Wenjie Wang, Zipeng Ling, Xingjian Hu, Yuexing Hao, Zichen Chen, Zhangchen Xu, Yunhong He, Zhengqing Yuan, Yujun Zhou, Kehan Guo, Chaoran Chen, Toby Jia-Jun Li, Stefan Feuerriegel, Xiangliang Zhang

   Preprint, 2026 · Paper · Code · Homepage

Awards

• National Scholarship Ministry of Education of China · top ~0.2% nationwide 2025
• Excellent Completion, National Undergraduate Innovation Training Program National-level · Ministry of Education of China 2025
• Mathematical Contest in Modeling — Finalist COMAP · top ~2% of 27,000+ teams worldwide 2025
• National Scholarship Ministry of Education of China · top ~0.2% nationwide 2024

Education

Sichuan University B.S. in Software Engineering, GPA: 3.91/4.0

Sep 2022 – Jun 2027 (expected)