Publications

Peer-reviewed papers and preprints in trustworthy AI, security, and multimodal learning.

2027

  1. NDSS NDSS’27
    Escaping the Linearity Trap: Manifold Detours for Black-Box Adversarial Attacks on Singing Audio Deepfake Detection
    Yifan Liao, Yule Liu, Zhen Sun, Zongmin Zhang, Yupeng He, Jiaheng Wei, Xinhu Zheng, and Xinlei He
    In NDSS 2027
    arXiv

2026

  1. AAAI AAAI’26 Oral
    6DAttack: Backdoor Attacks in the 6DoF Pose Estimation
    Jihui Guo, Zongmin Zhang, Zhen Sun, Yuhao Yang, Jinlin Wu, Fu Zhang, and Xinlei He
    In AAAI Oral 2026
    arXiv

2025

  1. arXiv arXiv’25
    Backdoor Attacks on Prompt-Driven Video Segmentation Foundation Models
    Zongmin Zhang*, Zhen Sun*, Yifan Liao, Wenhan Dong, Xinlei He, Xingshuo Han, Shengmin Xu, and Xinyi Huang
    arXiv preprint Dec 2025
    arXiv
  2. arXiv arXiv’25
    To Survive, I Must Defect: Jailbreaking LLMs via the Game-Theory Scenarios
    Zhen Sun*, Zongmin Zhang*, Deqi Liang, Han Sun, Yule Liu, Yun Shen, Xiangshan Gao, Yilong Yang, Shuai Liu, Yutao Yue, and Xinlei He
    arXiv preprint Nov 2025
    arXiv
  3. NeurIPS NeurIPS’25
    CHASM: Unveiling Covert Advertisements on Chinese Social Media
    Jingyi Zheng, Tianyi Hu, Yule Liu, Zhen Sun, Zongmin Zhang, Zifan Peng, Wenhan Dong, and Xinlei He
    In NeurIPS 2025
    arXiv Code Website
  4. EMNLP EMNLP’25 Findings
    FC-Attack: Jailbreaking Multimodal Large Language Models via Auto-Generated Flowcharts
    Ziyi Zhang, Zhen Sun, Zongmin Zhang, Jihui Guo, and Xinlei He
    In EMNLP Findings 2025
    arXiv
  5. ACL ACL’25 Main
    Are We in the AI-Generated Text World Already? Quantifying and Monitoring AIGT on Social Media
    Zhen Sun*, Zongmin Zhang*, Xinyue Shen, Ziyi Zhang, Yule Liu, Michael Backes, Yang Zhang, and Xinlei He
    In ACL Main 2025
    arXiv
  6. arXiv arXiv’25
    SynDec: A Synthesize-then-Decode Approach for Arbitrary Textual Style Transfer via Large Language Models
    Han Sun*, Zhen Sun*, Zongmin Zhang*, Linzhao Jia, and Min Zhang
    arXiv preprint 2025
    arXiv

2024

  1. SocialMeta SocialMeta’24
    AdSpectorX: A Multimodal Expert Spector for Covert Advertising Detection on Chinese Social Media
    Zongmin Zhang, Yujie Han, Zhou Zhang, Yule Liu, Jingyi Zheng, and Zhen Sun
    In SocialMeta Workshop 2024 — Best Paper Award
    HTML
  2. IROS IROS’24 Oral
    ASI-Seg: Audio-Driven Surgical Instrument Segmentation with Surgeon Intention Understanding
    Zhen Chen*, Zongmin Zhang*, Wenwu Guo, Xingjian Luo, Long Bai, Jinlin Wu, Hongliang Ren, and Hongbin Liu
    In IROS Oral 2024
    arXiv
  3. ISBI ISBI’24
    SurgPLAN: Surgical Phase Localization Network
    Xingjian Luo, You Pang, Zhen Chen, Jinlin Wu, Zongmin Zhang, Zhen Lei, and Hongbin Liu
    In ISBI 2024