Jin Song Dong

Full Professor, computer science, National University of Singapore

Joined

May 2022

Names

Jin Song Dong (Preferred)

Emails

****@nus.edu.sg (Confirmed)

Personal Links

Career & Education History

Full Professor

computer science, National University of Singapore (nus.edu.sg)

2016 – 2032

Advisors, Relations & Conflicts

Coauthor

Abhik Roychoudhury

2000 – 2032

Expertise

model checking

2005 – 2032

software engineering

1998 – 2032

formal methods

1993 – 2032

Publications

Zombie Agents: Persistent Control of Self-Evolving LLM Agents via Self-Reinforcing Injections
XIANGLIN YANG, Yufei He, Shuo Ji, Bryan Hooi, Jin Song Dong
- LLA 2026 Poster
- Readers: Everyone
Fair-SP: Capturing Pluralistic Social Equity Preferences Through Synthetic Data
Qi Zhou, Jie Zhang, Dongxia Wang, Qiang Liu, Tianlin Li, Jin Song Dong, Wenhai Wang, Qing Guo
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Risk-Aware Robust Graph Network Explanation
Changsheng Sun, Xinke Li, Jin Song Dong
- Submitted to ICLR 2026
- Readers: Everyone
Turning Bias into Bugs: Bandit-Guided Style Manipulation Attacks on LLM Judges
XIANGLIN YANG, Bryan Hooi, Gelei Deng, Tianwei Zhang, Jin Song Dong
- Submitted to ICLR 2026
- Readers: Everyone
TrainRef: Curating Data with Label Distribution and Minimal Reference for Accurate Prediction and Reliable Confidence
Murong Ma, Ruofan Liu, Yun Lin, Zhiyong Huang, Jin Song Dong
- ICLR 2026 Poster
- Readers: Everyone
Turning Shields into Swords: Leveraging Safety Policies for LLM Safety Testing
Xiaoyue Lu, XIANGLIN YANG, Haijun Liu, Kuntai Cai, Meiyi An, Jun Yuan, Yan XIAO, Jin Song Dong
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Poisoning Prompt-Guided Sampling in Video Large Language Models
Yuxin Cao, Wei Song, Jingling Xue, Jin Song Dong
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Seeing It Before It Happens: In-Generation NSFW Detection for Diffusion-Based Text-to-Image Models
Fan Yang, Yihao Huang, Jiayi Zhu, Ling Shi, Geguang Pu, Jin Song Dong, Kailong Wang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Formal Methods-based Evaluation of LLM Systematic Generalization
Gao Tianxi, Cai Yufan, Zhe Hou, Jun Niu, Jin Song Dong
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
REBot: Reflexive Evasion Robot for Instantaneous Dynamic Obstacle Avoidance
ZIHAO XU, Ce Hao, CHUNZHENG WANG, Kuankuan Sima, Fan Shi, Jin Song Dong
- SAFE-ROL Oral
- Readers: Everyone

View all 22 publications

Co-Authors

View all 86 co-authors