Ziyou Jiang's Profile

Personal Information

My name is Ziyou Jiang, the Postdoctoral Researcher in Software Engineering. I am working in State Key Laboratory of Intelligent Game in Institute of Software, Chinese Academy of Sciences (ISCAS).

• From 2015~2019, I received my B.S. in Software Engineering (School of Software), Xiamen University.
• From 2019~2025, I received my Ph.D. in ISCAS, advised by Prof. Qing Wang (Senior Researcher).
• From 2025~, I am working as a Postdoctoral Researcher in ISCAS, advised by Prof. Qing Wang.
• From 2025~, I am working as a Self-Employed Researcher in SIGMIR.

My major research directions are crowd-based knowledge extraction and analysis, software security oriented threat analysis and vulnerability detection/fixing. Nowadays, I’m also working on the LLM security, especially the threat analysis and vulnerability identification in LLM tool-learning systems, as well as the security in AIGC-generated multimodal elements.

Research publications

[1] Ziyou Jiang, Mingyang Li, Guowei Yang, Junjie Wang, Yuekai Huang, Zhiyuan Chang, Qing Wang: Mimicking the Familiar: Dynamic Command Generation for Information Theft Attacks in LLM Tool-Learning System. ACL 2025: 13677-13693. SAC Highlight Award. [Paper]

[2] Ziyou Jiang, Lin Shi, Guowei Yang, Qing Wang: PatUntrack: Automated Generating Patch Examples for Issue Reports without Tracked Insecure Code. ASE 2024: 1-13.[Paper]

[3] Ziyou Jiang, Lin Shi, Guowei Yang, Qing Wang: SCPatcher: Mining Crowd Security Discussions to Enrich Secure Coding Practices. ASE 2023: 358-370. [Paper]

[4] Ziyou Jiang, Lin Shi, Celia Chen, Fangwen Mu, Yumin Zhang, Qing Wang: MuiDial: Improving Dialogue Disentanglement with Intent-Based Mutual Learning. IJCAI 2022: 4164-4170. [Paper]

[5] Lin Shi and Ziyou Jiang (Equal Contribution), Ye Yang, Xiao Chen, Yumin Zhang, Fangwen Mu, Hanzhi Jiang, Qing Wang: ISPY: Automatic Issue-Solution Pair Extraction from Community Live Chats. ASE 2021: 142-154. ACM Distinguished Paper Award. [Paper]

[6] Ziyou Jiang, Lin Shi, Celia Chen, Jun Hu, Qing Wang: Dialogue Disentanglement in Software Engineering: How Far are We? IJCAI 2021: 3822-3828. [Paper]

[7] Qian Xiong and Yuekai Huang, Ziyou Jiang, Zhiyuan Chang, Yu Zheng, Tianhao Li, Mingyang Li: Butterfly Effects in Toolchains: A Comprehensive Analysis of Failed Parameter Filling in LLM Tool-Agent Systems. EMNLP 2025. [Arxiv] [Paper]

[8] Zhiyuan Chang, Mingyang Li, Xiaojun Jia, Junjie Wang, Yuekai Huang, Ziyou Jiang, Yang Liu, Qing Wang: One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems. EMNLP 2025. [Arxiv] [Paper]

[9] Lin Shi, Xiao Chen, Ye Yang, Hanzhi Jiang, Ziyou Jiang, Nan Niu, Qing Wang: A first look at developers’ live chat on Gitter. ESEC/SIGSOFT FSE 2021: 391-403. [Paper]

[10] Lin Shi, Fangwen Mu, Yumin Zhang, Ye Yang, Junjie Chen, Xiao Chen, Hanzhi Jiang, Ziyou Jiang, Qing Wang: BugListener: Identifying and Synthesizing Bug Reports from Collaborative Live Chats. ICSE 2022: 299-311. [Paper]

Projects

• 2024, National Key Research and Development Projects of China, i.e., Security Risks in AIGC-Generated Multimodal Contents. Project Secretary, Core R&D Personnel
• 2021, Huawei Poplar Forest Fund, Core R&D Personnel

Awards

• 2025, Excellent Poster Award, ISCAS Academic Annual Conference (中科院软件所学术年会优秀海报奖)
• 2025, SAC Highlights Award, ACL 2025 (CCF-A, Core A*, NLP Top Conference)
• 2025, Outstanding Scholarship for President of the Chinese Academy of Sciences (中国科学院院长优秀奖学金)
• 2024, Three Good Students, University of Chinese Academy of Sciences (中国科学院大学三好学生)
• 2022, Three Good Students, University of Chinese Academy of Sciences (中国科学院大学三好学生)
• 2021, Representative Accomplishments, ISCAS Academic Annual Conference (中科院软件所学术年会代表性成果)
• 2021, ACM Distinguished Paper Award, ASE 2021 (CCF-A, Core A*, SE Top Conference)
• 2017, National Third Prize, The Chinese University Student’s Service Outsourcing Innovation and Entrepreneurship Competition: Team Leader of Status 200 (中国大学生服务外包大赛全国三等奖)
• 2017, Fujian Province’s Second Prize, The Chinese University Student’s Mathematical Modeling Competition (中国大学生数学建模大赛福建省二等奖)
• 2018, Hua-Bin QIU Scholarship, Xiamen University Anniversary Celebration (厦门大学邱华炳奖学金)
• 2017, Academic First-Class Scholarship, Xiamen University (厦门大学学业优秀一等奖学金)
• 2017, Academic Innovation Scholarship, Xiamen University (厦门大学学术创新奖学金)

Social Activities

I am also the psychological committee member in the laboratory, and enjoy playing piano and football and go hiking. In fact, when I was in the preliminary school, my major is piano lol :) (amateur level, not professional).

I prefer sharing with my new thoughts with you in the leisure time, and do not be too strict. To be honest, I think the researchers need to be happy and enthusiastic, not always work by yourself.

My Motto

• Always be enthusiastic and powerful to the new research.
• Always write down the useful and necessary papers for the society.

Latest News

• Our research on LLM jailbreak in multi-turn dialogue is accepted by EMNLP’25 Finding!
• Our research on the parameter filling in LLM tool-learning system is accepted by EMNLP’25 Finding!
• Our research on the information-theft attack in LLM tool-learning system is awarded SAC Highlights Award by ACL’25!
• I’m working on the National Key Research and Development Projects, i.e., Security Risks in AIGC-Generated Multimodal Contents.
• I’m working on the automated threat modeling for LLM tool-learning systems and MCP, cuz it is too difficult via the human designing.