Zhen Sun

According to our database, Zhen Sun authored at least 32 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

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, Xinlei He

CoRR, May, 2026

On the Generation and Mitigation of Harmful Geometry in Image-to-3D Models.

Yule Liu, Yilong Yang, Jiale Teng, Hanze Jia, Zeren Luo, Jingyi Zheng, Zifan Peng, Ke Li, Yifan Liao, Zhen Sun, Jiaheng Wei, Yang Liu, Zhuo Ma, Xinlei He

CoRR, May, 2026

Stego Battlefield: Evaluating Image Steganography Attacks and Steganalysis Defenses.

Zhen Sun, Zongmin Zhang, Leyi Sheng, Yule Liu, Yifan Liao, Ke Li, Xinhu Zheng, Jiaheng Wei, Wenyuan Yang, Xinlei He

CoRR, May, 2026

IP-Bench: Benchmark for Image Protection Methods in Image-to-Video Generation Scenarios.

Xiaofeng Li, Leyi Sheng, Zhen Sun, Zongmin Zhang, Jiaheng Wei, Xinlei He

CoRR, March, 2026

6DAttack: Backdoor Attacks in the 6DoF Pose Estimation.

Jihui Guo, Zongmin Zhang, Zhen Sun, Yuhao Yang, Jinlin Wu, Fu Zhang, Xinlei He

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Backdoor Attacks on Prompt-Driven Video Segmentation Foundation Models.

Zongmin Zhang, Zhen Sun, Yifan Liao, Wenhan Dong, Xinlei He, Xingshuo Han, Shengmin Xu, Xinyi Huang

CoRR, December, 2025

"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, Xinlei He

CoRR, November, 2025

GRPO Privacy Is at Risk: A Membership Inference Attack Against Reinforcement Learning With Verifiable Rewards.

Yule Liu, Heyi Zhang, Jinyi Zheng, Zhen Sun, Zifan Peng, Tianshuo Cong, Yilong Yang, Xinlei He, Zhuo Ma

CoRR, November, 2025

Work Zones challenge VLM Trajectory Planning: Toward Mitigation and Robust Autonomous Driving.

Yifan Liao, Zhen Sun, Xiaoyun Qiu, Zixiao Zhao, Wenbing Tang, Xinlei He, Xinhu Zheng, Tianwei Zhang, Xinyi Huang, Xingshuo Han

CoRR, October, 2025

ZPD-SCA: Unveiling the Blind Spots of LLMs in Assessing Students' Cognitive Abilities.

Wenhan Dong, Zhen Sun, Yuemeng Zhao, Zifan Peng, Jun Wu, Jingyi Zheng, Yule Liu, Xinlei He, Yu Wang, Ruiming Wang, Xinyi Huang, Lei Mo

CoRR, August, 2025

Backdoor Attack on Vision Language Models with Stealthy Semantic Manipulation.

Zhiyuan Zhong, Zhen Sun, Yepang Liu, Xinlei He, Guanhong Tao

CoRR, June, 2025

Evaluation Hallucination in Multi-Round Incomplete Information Lateral-Driven Reasoning Tasks.

Wenhan Dong, Tianyi Hu, Jingyi Zheng, Zhen Sun, Yuemeng Zhao, Yule Liu, Xinlei He, Xinyi Huang

CoRR, May, 2025

JALMBench: Benchmarking Jailbreak Vulnerabilities in Audio Language Models.

Zifan Peng, Yule Liu, Zhen Sun, Mingchen Li, Zeren Luo, Jingyi Zheng, Wenhan Dong, Xinlei He, Xuechao Wang, Yingjie Xue, Shengmin Xu, Xinyi Huang

CoRR, May, 2025

FragFake: A Dataset for Fine-Grained Detection of Edited Images with Vision Language Models.

Zhen Sun, Ziyi Zhang, Zeren Luo, Zeyang Sha, Tianshuo Cong, Zheng Li, Shiwen Cui, Weiqiang Wang, Jiaheng Wei, Xinlei He, Qi Li, Qian Wang

CoRR, May, 2025

"I Can See Forever!": Evaluating Real-time VideoLLMs for Assisting Individuals with Visual Impairments.

Ziyi Zhang, Zhen Sun, Zongmin Zhang, Zifan Peng, Yuemeng Zhao, Zichun Wang, Zeren Luo, Ruiting Zuo, Xinlei He

CoRR, May, 2025

Humanizing LLMs: A Survey of Psychological Measurements with Tools, Datasets, and Human-Agent Applications.

Wenhan Dong, Yuemeng Zhao, Zhen Sun, Yule Liu, Zifan Peng, Jingyi Zheng, Zongmin Zhang, Ziyi Zhang, Jun Wu, Ruiming Wang, Shengmin Xu, Xinyi Huang, Xinlei He

CoRR, May, 2025

Thought Manipulation: External Thought Can Be Efficient for Large Reasoning Models.

Yule Liu, Jingyi Zheng, Zhen Sun, Zifan Peng, Wenhan Dong, Zeyang Sha, Shiwen Cui, Weiqiang Wang, Xinlei He

CoRR, April, 2025

TH-Bench: Evaluating Evading Attacks via Humanizing AI Text on Machine-Generated Text Detectors.

Jingyi Zheng, Junfeng Wang, Zhen Sun, Wenhan Dong, Yule Liu, Xinlei He

CoRR, March, 2025

FC-Attack: Jailbreaking Large Vision-Language Models via Auto-Generated Flowcharts.

Ziyi Zhang, Zhen Sun, Zongmin Zhang, Jihui Guo, Xinlei He

CoRR, February, 2025

The Rising Threat to Emerging AI-Powered Search Engines.

Zeren Luo, Zifan Peng, Yule Liu, Zhen Sun, Mingchen Li, Jingyi Zheng, Xinlei He

CoRR, February, 2025

Unsafe LLM-Based Search: Quantitative Analysis and Mitigation of Safety Risks in AI Web Search.

Zeren Luo, Zifan Peng, Yule Liu, Zhen Sun, Mingchen Li, Jingyi Zheng, Xinlei He

Proceedings of the 34th USENIX Security Symposium, 2025

PEFTGuard: Detecting Backdoor Attacks Against Parameter-Efficient Fine-Tuning.

Zhen Sun, Tianshuo Cong, Yule Liu, Chenhao Lin, Xinlei He, Rongmao Chen, Xingshuo Han, Xinyi Huang

Proceedings of the IEEE Symposium on Security and Privacy, 2025

CHASM: Unveiling Covert Advertisements on Chinese Social Media.

Jingyi Zheng, Tianyi Hu, Yule Liu, Zhen Sun, Zongmin Zhang, Zifan Peng, Wenhan Dong, Xinlei He

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

<i>TH-Bench: </i> Evaluating Evading Attacks via Humanizing AI Text on Machine-Generated Text Detectors.

Jingyi Zheng, Junfeng Wang, Zhen Sun, Wenhan Dong, Yule Liu, Xinlei He

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing.

Yule Liu, Zhiyuan Zhong, Yifan Liao, Zhen Sun, Jingyi Zheng, Jiaheng Wei, Qingyuan Gong, Fenghua Tong, Yang Chen, Yang Zhang, Xinlei He

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

FC-Attack: Jailbreaking Multimodal Large Language Models via Auto-Generated Flowcharts.

Ziyi Zhang, Zhen Sun, Zongmin Zhang, Jihui Guo, Xinlei He

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

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, Xinlei He

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

On the Generalization Ability of Machine-Generated Text Detectors.

Yule Liu, Zhiyuan Zhong, Yifan Liao, Zhen Sun, Jingyi Zheng, Jiaheng Wei, Qingyuan Gong, Fenghua Tong, Yang Chen, Yang Zhang, Xinlei He

CoRR, 2024

Quantized Delta Weight Is Safety Keeper.

Yule Liu, Zhen Sun, Xinlei He, Xinyi Huang

CoRR, 2024

Jailbreak Attacks and Defenses Against Large Language Models: A Survey.

Sibo Yi, Yule Liu, Zhen Sun, Tianshuo Cong, Xinlei He, Jiaxing Song, Ke Xu, Qi Li

CoRR, 2024

PWISeg: Weakly-Supervised Surgical Instrument Instance Segmentation.

Zhen Sun, Huan Xu, Jinlin Wu, Zhen Chen, Hongbin Liu, Zhen Lei

Proceedings of the IEEE International Conference on Image Processing, 2024

2023

PWISeg: Point-based Weakly-supervised Instance Segmentation for Surgical Instruments.

Zhen Sun, Huan Xu, Jinlin Wu, Zhen Chen, Zhen Lei, Hongbin Liu

CoRR, 2023