Quanchen Zou

According to our database, Quanchen Zou authored at least 26 papers between 2020 and 2026.

Collaborative distances:

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

2026

Demystifying and Detecting Agentic Workflow Injection Vulnerabilities in GitHub Actions.

Shenao Wang, Xinyi Hou, Zhao Liu, Yanjie Zhao, Xiao Cheng, Quanchen Zou, Xiangzheng Zhang, Haoyu Wang

CoRR, May, 2026

SafeHarbor: Hierarchical Memory-Augmented Guardrail for LLM Agent Safety.

Zhe Liu, Zonghao Ying, Wenxin Zhang, Quanchen Zou, Deyue Zhang, Dongdong Yang, Xiangzheng Zhang, Hao Peng

CoRR, May, 2026

TrajShield: Trajectory-Level Safety Mediation for Defending Text-to-Video Models Against Jailbreak Attacks.

Quanchen Zou, Nizhang Li, Wenxin Zhang, Jiaye Lin, Yangchen Zeng, Xiangzheng Zhang, Zonghao Ying

CoRR, May, 2026

AgentVisor: Defending LLM Agents Against Prompt Injection via Semantic Virtualization.

Zonghao Ying, Haozheng Wang, Jiangfan Liu, Quanchen Zou, Aishan Liu, Jian Yang, Yaodong Yang, Xianglong Liu

CoRR, April, 2026

Reasoning-Oriented Programming: Chaining Semantic Gadgets to Jailbreak Large Vision Language Models.

Quanchen Zou, Moyang Chen, Zonghao Ying, Wenzhuo Xu, Yisong Xiao, Deyue Zhang, Dongdong Yang, Zhao Liu, Xiangzheng Zhang

CoRR, March, 2026

Evolving Deception: When Agents Evolve, Deception Wins.

Zonghao Ying, Haowen Dai, Tianyuan Zhang, Yisong Xiao, Quanchen Zou, Aishan Liu, Jian Yang, Yaodong Yang, Xianglong Liu

CoRR, March, 2026

Robust Privacy: Inference-Time Privacy through Certified Robustness.

Jiankai Jin, Xiangzheng Zhang, Zhao Liu, Deyue Zhang, Quanchen Zou

CoRR, January, 2026

DIVER: Dynamic Iterative Visual Evidence Reasoning for Multimodal Fake News Detection.

Weilin Zhou, Zonghao Ying, Chunlei Meng, Jiahui Liu, Hengyang Zhou, Quanchen Zou, Deyue Zhang, Dongdong Yang, Xiangzheng Zhang

CoRR, January, 2026

SAPL: Semantic-Agnostic Prompt Learning in CLIP for Weakly Supervised Image Manipulation Localization.

Xinghao Wang, Changtao Miao, Dianmo Sheng, Tao Gong, Qi Chu, Nenghai Yu, Quanchen Zou, Deyue Zhang, Xiangzheng Zhang

CoRR, January, 2026

DMN: A Compositional Framework for Jailbreaking Multimodal LLMs with Multi-Image Inputs.

Wenzhuo Xu, Zhipeng Wei, Zonghao Ying, Deyue Zhang, Dongdong Yang, Xiangzheng Zhang, Quanchen Zou

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

RoboSafe: Safeguarding Embodied Agents via Executable Safety Logic.

Le Wang, Zonghao Ying, Xiao Yang, Quanchen Zou, Zhenfei Yin, Tianlin Li, Jian Yang, Yaodong Yang, Aishan Liu, Xianglong Liu

CoRR, December, 2025

Disentangling Fact from Sentiment: A Dynamic Conflict-Consensus Framework for Multimodal Fake News Detection.

Weilin Zhou, Zonghao Ying, Junjie Mu, Shengwei Tian, Quanchen Zou, Deyue Zhang, Dongdong Yang, Xiangzheng Zhang

CoRR, December, 2025

VEIL: Jailbreaking Text-to-Video Models via Visual Exploitation from Implicit Language.

Zonghao Ying, Moyang Chen, Nizhang Li, Zhiqiang Wang, Wenxin Zhang, Quanchen Zou, Zonglei Jing, Aishan Liu, Xianglong Liu

CoRR, November, 2025

Sequential Comics for Jailbreaking Multimodal Large Language Models via Structured Visual Storytelling.

Deyue Zhang, Dongdong Yang, Junjie Mu, Quanchen Zou, Zonghao Ying, Wenzhuo Xu, Zhao Liu, Xuan Wang, Xiangzheng Zhang

CoRR, October, 2025

SecureWebArena: A Holistic Security Evaluation Benchmark for LVLM-based Web Agents.

Zonghao Ying, Yangguang Shao, Jianle Gan, Gan Xu, Junjie Shen, Wenxin Zhang, Quanchen Zou, Junzheng Shi, Zhenfei Yin, Mingchuan Zhang, Aishan Liu, Xianglong Liu

CoRR, October, 2025

Mask-GCG: Are All Tokens in Adversarial Suffixes Necessary for Jailbreak Attacks?

Junjie Mu, Zonghao Ying, Zhekui Fan, Zonglei Jing, Yaoyuan Zhang, Zhengmin Yu, Wenxin Zhang, Quanchen Zou, Xiangzheng Zhang

CoRR, September, 2025

Towards Understanding the Safety Boundaries of DeepSeek Models: Evaluation and Findings.

Zonghao Ying, Guangyi Zheng, Yongxin Huang, Deyue Zhang, Wenxin Zhang, Quanchen Zou, Aishan Liu, Xianglong Liu, Dacheng Tao

CoRR, March, 2025

Utilizing Jailbreak Probability to Attack and Safeguard Multimodal LLMs.

Wenzhuo Xu, Zhipeng Wei, Xiongtao Sun, Deyue Zhang, Dongdong Yang, Quanchen Zou, Xiangzheng Zhang

CoRR, March, 2025

Towards Reliable Vector Database Management Systems: A Software Testing Roadmap for 2030.

Shenao Wang, Yanjie Zhao, Yinglin Xie, Zhao Liu, Xinyi Hou, Quanchen Zou, Haoyu Wang

CoRR, February, 2025

SoK: Understanding Vulnerabilities in the Large Language Model Supply Chain.

Shenao Wang, Yanjie Zhao, Zhao Liu, Quanchen Zou, Haoyu Wang

CoRR, February, 2025

Exploring Generalized Features For LLM-Generated Text Detection.

Jiazhen Wang, Bin Liu, Changtao Miao, Yangyang Wang, Tao Gong, Qi Chu, Quanchen Zou, Deyue Zhang, Nenghai Yu

Proceedings of the Image and Graphics - 13th International Conference, 2025

Training an Anti-KD Model that Cannot Teach Students via Similarity Disruption.

Zheming Liang, Qi Chu, Tao Gong, Bin Liu, Quanchen Zou, Deyue Zhang, Nenghai Yu

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models.

Zonghao Ying, Deyue Zhang, Zonglei Jing, Yisong Xiao, Quanchen Zou, Aishan Liu, Siyuan Liang, Xiangzheng Zhang, Xianglong Liu, Dacheng Tao

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

2024

Multi-Turn Context Jailbreak Attack on Large Language Models From First Principles.

Xiongtao Sun, Deyue Zhang, Dongdong Yang, Quanchen Zou, Hui Li

CoRR, 2024

2023

ConFL: Constraint-guided Fuzzing for Machine Learning Framework.

Zhao Liu, Quanchen Zou, Tian Yu, Xuan Wang, Guozhu Meng, Kai Chen, Deyue Zhang

CoRR, 2023

2020

IoTSIT: A Static Instrumentation Tool for IoT Devices.

Chen Chen, Zhe Jing, Jinxin Ma, Baojiang Cui, Han Xu, Quanchen Zou

IEEE Access, 2020