| 2026 | ACL | Know Thy Enemy: Securing LLMs Against Prompt Injection via Diverse Data Synthesis and Instruction-Level Chain-of-Thought Learning. | Zhiyuan Chang, Mingyang Li, Yuekai Huang, Ziyou Jiang, Xiaojun Jia, Qian Xiong, Junjie Wang, Zhaoyang Li, Qing Wang |
| 2026 | ACL | SAGE: Synergistic Adaptive Gating of Experts for Hateful Video Detection. | Jie Huang, Xin Liao, Junjie Wang, Mingyang Li, Wenshuo Wang, Ziyou Jiang, Shoubin Li, Qing Wang |
| 2026 | ACL | Generative Text-to-Image Retrieval via Hierarchical Identifiers and Semantic Internalization. | Jie Huang, Junjie Wang, Xin Liao, Ziyou Jiang, Wenshuo Wang, Shoubin Li, Qing Wang |
| 2026 | ACL | All Changes May Have Invariant Principles: Improving Ever-Shifting Harmful Meme Detection via Design Concept Reproduction. | Ziyou Jiang, Mingyang Li, Junjie Wang, Yuekai Huang, Jie Huang, Zhiyuan Chang, Zhaoyang Li, Qing Wang |
| 2026 | EACL | Are All Prompt Components Value-Neutral? Understanding the Heterogeneous Adversarial Robustness of Dissected Prompt in LLMs. | Yujia Zheng, Tianhao Li, Haotian Huang, Tianyu Zeng, Jingyu Lu, Chuangxin Chu, Yuekai Huang, Ziyou Jiang, Qian Xiong, Yuyao Ge, Mingyang Li |
| 2025 | ACL | Mimicking the Familiar: Dynamic Command Generation for Information Theft Attacks in LLM Tool-Learning System. | Ziyou Jiang, Mingyang Li, Guowei Yang, Junjie Wang, Yuekai Huang, Zhiyuan Chang, Qing Wang |
| 2025 | EMNLP | One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems. | Zhiyuan Chang, Mingyang Li, Xiaojun Jia, Junjie Wang, Yuekai Huang, Ziyou Jiang, Yang Liu, Qing Wang |
| 2025 | EMNLP | Butterfly Effects in Toolchains: A Comprehensive Analysis of Failed Parameter Filling in LLM Tool-Agent Systems. | Qian Xiong, Yuekai Huang, Ziyou Jiang, Zhiyuan Chang, Yu Zheng, Tianhao Li, Mingyang Li |
| 2022 | IJCAI | MuiDial: Improving Dialogue Disentanglement with Intent-Based Mutual Learning. | Ziyou Jiang, Lin Shi, Celia Chen, Fangwen Mu, Yumin Zhang, Qing Wang |
| 2022 | ICSE | BugListener: Identifying and Synthesizing Bug Reports from Collaborative Live Chats. | Lin Shi, Fangwen Mu, Yumin Zhang, Ye Yang, Junjie Chen, Xiao Chen, Hanzhi Jiang, Ziyou Jiang, Qing Wang |
| 2021 | IJCAI | Dialogue Disentanglement in Software Engineering: How Far are We? | Ziyou Jiang, Lin Shi, Celia Chen, Jun Hu, Qing Wang |