Zhenhong Zhou - RankMe

49 papers A* 5Journal 39Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CSSBench: Evaluating the Safety of Lightweight LLMs against Chinese-Specific Adversarial Patterns. CoRR Zhenhong Zhou, Shilinlu Yan, Chuanpu Liu, Qiankun Li, Kun Wang, Zhigang Zeng
2026	J	`jnl`	ChronosAudio: A Comprehensive Long-Audio Benchmark for Evaluating Audio-Large Language Models. CoRR Kaiwen Luo, Liang Lin, Yibo Zhang, Moayad Aloqaily, Dexian Wang, Zhenhong Zhou, Junwei Zhang, Kun Wang, Li Sun, Qingsong Wen
2026	J	`jnl`	From Helpfulness to Toxic Proactivity: Diagnosing Behavioral Misalignment in LLM Agents. CoRR Xinyue Wang, Yuanhe Zhang, Zhengshuo Gong, Haoran Gao, Fanyu Meng, Zhenhong Zhou, Li Sun, Yang Liu, Sen Su
2026	J	`jnl`	HearSay Benchmark: Do Audio LLMs Leak What They Hear? CoRR Jin Wang, Liang Lin, Kaiwen Luo, Weiliu Wang, Yitian Chen, Moayad Aloqaily, Xuehai Tang, Zhenhong Zhou, Kun Wang, Li Sun, Qingsong Wen
2026	A*	`conf`	Hidden in the Noise: Unveiling Backdoors in Audio LLMs Alignment Through Latent Acoustic Pattern Triggers. AAAI Liang Lin, Miao Yu, Kaiwen Luo, Yibo Zhang, Lilan Peng, Dexian Wang, Xuehai Tang, Yuanhe Zhang, Xikang Yang, Zhenhong Zhou, Kun Wang, Yang Liu
2026	J	`jnl`	LARFT: Closing the Cognition-Action Gap for Length Instruction Following in Large Language Models. CoRR Wei Zhang, Lintong Du, Yuanhe Zhang, Zhenhong Zhou, Kun Wang, Li Sun, Sen Su
2026	J	`jnl`	MCPShield: A Security Cognition Layer for Adaptive Trust Calibration in Model Context Protocol Agents. CoRR Zhenhong Zhou, Yuanhe Zhang, Hongwei Cai, Moayad Aloqaily, Ouns Bouachir, Linsey Pang, Prakhar Mehrotra, Kun Wang, Qingsong Wen
2026	J	`jnl`	Omni-Safety under Cross-Modality Conflict: Vulnerabilities, Dynamics Mechanisms and Efficient Alignment. CoRR Kun Wang, Zherui Li, Zhenhong Zhou, Yitong Zhang, Yan Mi, Kun Yang, Yiming Zhang, Junhao Dong, Zhongxiang Sun, Qiankun Li, Yang Liu
2026	J	`jnl`	RECUR: Resource Exhaustion Attack via Recursive-Entropy Guided Counterfactual Utilization and Reflection. CoRR Ziwei Wang, Yuanhe Zhang, Jing Chen, Zhenhong Zhou, Ruichao Liang, Ruiying Du, Ju Jia, Cong Wu, Yang Liu
2026	J	`jnl`	RSA-Bench: Benchmarking Audio Large Models in Real-World Acoustic Scenarios. CoRR Yibo Zhang, Liang Lin, Kaiwen Luo, Shilinlu Yan, Jin Wang, Yaoqi Guo, Yitian Chen, Yalan Qin, Zhenhong Zhou, Kun Wang, Li Sun
2026	J	`jnl`	Resource Consumption Threats in Large Language Models. CoRR Yuanhe Zhang, Xinyue Wang, Zhican Chen, Weiliu Wang, Zilu Zhang, Zhengshuo Gong, Zhenhong Zhou, Kun Wang, Li Sun, Yang Liu, Sen Su
2026	J	`jnl`	SEE: Signal Embedding Energy for Quantifying Noise Interference in Large Audio Language Models. CoRR Yuanhe Zhang, Jiayu Tian, Yibo Zhang, Shilinlu Yan, Liang Lin, Zhenhong Zhou, Li Sun, Sen Su
2026	J	`jnl`	SafeSeek: Universal Attribution of Safety Circuits in Language Models. CoRR Miao Yu, Siyuan Fu, Moayad Aloqaily, Zhenhong Zhou, Safa Otoum, Xing Fan, Kun Wang, Yufei Guo, Qingsong Wen
2025	J	`jnl`	A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment. CoRR Kun Wang, Guibin Zhang, Zhenhong Zhou, Jiahao Wu, Miao Yu, Shiqian Zhao, Chenlong Yin, Jinhu Fu, Yibo Yan, Hanjun Luo, Liang Lin, Zhihao Xu, Haolang Lu, Xinye Cao, Xinyun Zhou, Weifei Jin, Fanci Meng, Junyuan Mao, Hao Wu, Minghe Wang, Fan Zhang, Junfeng Fang, Chengwei Liu, Yifan Zhang, Qiankun Li, Chongye Guo, Yalan Qin, Yi Ding, Donghai Hong, Jiaming Ji, Xinfeng Li, Yifan Jiang, Dongxia Wang, Yihao Huang, Yufei Guo, Jen-tse Huang, Yanwei Yue, Wenke Huang, Guancheng Wan, Tianlin Li, Lei Bai, Jie Zhang, Qing Guo, Jingyi Wang, Tianlong Chen, Joey Tianyi Zhou, Xiaojun Jia, Weisong Sun, Cong Wu, Jing Chen, Xuming Hu, Yiming Li, Xiao Wang, Ningyu Zhang, Luu Anh Tuan, Guowen Xu, Tianwei Zhang, Xingjun Ma, Xiang Wang, Bo An, Jun Sun, Mohit Bansal, Shirui Pan, Yuval Elovici, Bhavya Kailkhura, Bo Li, Yaodong Yang, Hongwei Li, Wenyuan Xu, Yizhou Sun, Wei Wang, Qing Li, Ke Tang, Yu-Gang Jiang, Felix Juefei-Xu, Hui Xiong, Xiaofeng Wang, Shuicheng Yan, Dacheng Tao, Philip S. Yu, Qingsong Wen, Yang Liu
2025	J	`jnl`	A Vision for Access Control in LLM-based Agent Systems. CoRR Xinfeng Li, Dong Huang, Jie Li, Hongyi Cai, Zhenhong Zhou, Wei Dong, Xiaofeng Wang, Yang Liu
2025	J	`jnl`	A Vision for Auto Research with LLM Agents. CoRR Chengwei Liu, Chong Wang, Jiayue Cao, Jingquan Ge, Kun Wang, Lvye Zhang, Ming-Ming Cheng, Penghai Zhao, Tianlin Li, Xiaojun Jia, Xiang Li, Xinfeng Li, Yang Liu, Yebo Feng, Yihao Huang, Yijia Xu, Yuqiang Sun, Zhenhong Zhou, Zhengzi Xu
2025	J	`jnl`	Backdoor Attribution: Elucidating and Controlling Backdoor in Language Models. CoRR Miao Yu, Zhenhong Zhou, Moayad Aloqaily, Kun Wang, Biwei Huang, Stephen Wang, Yueming Jin, Qingsong Wen
2025	J	`jnl`	Backdoor Collapse: Eliminating Unknown Threats via Known Backdoor Aggregation in Language Models. CoRR Liang Lin, Miao Yu, Moayad Aloqaily, Zhenhong Zhou, Kun Wang, Linsey Pang, Prakhar Mehrotra, Qingsong Wen
2025	J	`jnl`	CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language Models. CoRR Zhenhong Zhou, Zherui Li, Jie Zhang, Yuanhe Zhang, Kun Wang, Yang Liu, Qing Guo
2025	—	`conf`	Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings. ACL (Findings) Yuanhe Zhang, Zhenhong Zhou, Wei Zhang, Xinyue Wang, Xiaojun Jia, Yang Liu, Sen Su
2025	—	`conf`	DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent. EMNLP (Findings) Pengyu Zhu, Zhenhong Zhou, Yuanhe Zhang, Shilinlu Yan, Kun Wang, Sen Su
2025	J	`jnl`	DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent. CoRR Pengyu Zhu, Zhenhong Zhou, Yuanhe Zhang, Shilinlu Yan, Kun Wang, Sen Su
2025	J	`jnl`	DiffuGuard: How Intrinsic Safety is Lost and Found in Diffusion Large Language Models. CoRR Zherui Li, Zheng Nie, Zhenhong Zhou, Yufei Guo, Yue Liu, Yitong Zhang, Yu Cheng, Qingsong Wen, Kun Wang, Jiaheng Zhang
2025	J	`jnl`	Goal-Aware Identification and Rectification of Misinformation in Multi-Agent Systems. CoRR Zherui Li, Yan Mi, Zhenhong Zhou, Houcheng Jiang, Guibin Zhang, Kun Wang, Junfeng Fang
2025	J	`jnl`	Hidden in the Noise: Unveiling Backdoors in Audio LLMs Alignment through Latent Acoustic Pattern Triggers. CoRR Liang Lin, Miao Yu, Kaiwen Luo, Yibo Zhang, Lilan Peng, Dexian Wang, Xuehai Tang, Yuanhe Zhang, Xikang Yang, Zhenhong Zhou, Kun Wang, Yang Liu
2025	J	`jnl`	Jailbreaking Large Language Diffusion Models: Revealing Hidden Safety Flaws in Diffusion-Based Text Generation. CoRR Yuanhe Zhang, Fangzhou Xie, Zhenhong Zhou, Zherui Li, Hao Chen, Kun Wang, Yufei Guo
2025	J	`jnl`	LIFEBench: Evaluating Length Instruction Following in Large Language Models. CoRR Wei Zhang, Zhenhong Zhou, Junfeng Fang, Rongwu Xu, Kun Wang, Yuanhe Zhang, Rui Wang, Ge Zhang, Xinfeng Li, Li Sun, Lingjuan Lyu, Yang Liu, Sen Su
2025	J	`jnl`	LeechHijack: Covert Computational Resource Exploitation in Intelligent Agent Systems. CoRR Yuanhe Zhang, Weiliu Wang, Zhenhong Zhou, Kun Wang, Jie Zhang, Li Sun, Yang Liu, Sen Su
2025	J	`jnl`	MemEvolve: Meta-Evolution of Agent Memory Systems. CoRR Guibin Zhang, Haotian Ren, Chong Zhan, Zhenhong Zhou, Junhao Wang, He Zhu, Wangchunshu Zhou, Shuicheng Yan
2025	J	`jnl`	Memory in the Age of AI Agents. CoRR Yuyang Hu, Shichun Liu, Yanwei Yue, Guibin Zhang, Boyang Liu, Fangyi Zhu, Jiahang Lin, Honglin Guo, Shihan Dou, Zhiheng Xi, Senjie Jin, Jiejun Tan, Yanbin Yin, Jiongnan Liu, Zeyu Zhang, Zhongxiang Sun, Yutao Zhu, Hao Sun, Boci Peng, Zhenrong Cheng, Xuanbo Fan, Jiaxin Guo, Xinlei Yu, Zhenhong Zhou, Zewen Hu, Jiahao Huo, Junhao Wang, Yuwei Niu, Yu Wang, Zhenfei Yin, Xiaobin Hu, Yue Liao, Qiankun Li, Kun Wang, Wangchunshu Zhou, Yixin Liu, Dawei Cheng, Qi Zhang, Tao Gui, Shirui Pan, Yan Zhang, Philip Torr, Zhicheng Dou, Ji-Rong Wen, Xuanjing Huang, Yu-Gang Jiang, Shuicheng Yan
2025	A*	`conf`	On the Role of Attention Heads in Large Language Model Safety. ICLR Zhenhong Zhou, Haiyang Yu, Xinghua Zhang, Rongwu Xu, Fei Huang, Kun Wang, Yang Liu, Junfeng Fang, Yongbin Li
2025	J	`jnl`	PD CoRR Yuanhe Zhang, Xinyue Wang, Haoran Gao, Zhenhong Zhou, Fanyu Meng, Yuyao Zhang, Sen Su
2025	—	`conf`	PD³F: A Pluggable and Dynamic DoS-Defense Framework against resource consumption attacks targeting Large Language Models. EMNLP (Findings) Yuanhe Zhang, Xinyue Wang, Haoran Gao, Zhenhong Zhou, Fanyu Meng, Yuyao Zhang, Sen Su
2025	J	`jnl`	RECALLED: An Unbounded Resource Consumption Attack on Large Vision-Language Models. CoRR Haoran Gao, Yuanhe Zhang, Zhenhong Zhou, Lei Jiang, Fanyu Meng, Yujia Xiao, Kun Wang, Yang Liu, Junlan Feng
2025	A*	`conf`	Reinforced Lifelong Editing for Language Models. ICML Zherui Li, Houcheng Jiang, Hao Chen, Baolong Bi, Zhenhong Zhou, Fei Sun, Junfeng Fang, Xiang Wang
2025	J	`jnl`	Reinforced Lifelong Editing for Language Models. CoRR Zherui Li, Houcheng Jiang, Hao Chen, Baolong Bi, Zhenhong Zhou, Fei Sun, Junfeng Fang, Xiang Wang
2024	A*	`conf`	Alignment-Enhanced Decoding: Defending Jailbreaks via Token-Level Adaptive Refining of Probability Distributions. EMNLP Quan Liu, Zhenhong Zhou, Longzhu He, Yi Liu, Wei Zhang, Sen Su
2024	J	`jnl`	Alignment-Enhanced Decoding:Defending via Token-Level Adaptive Refining of Probability Distributions. CoRR Quan Liu, Zhenhong Zhou, Longzhu He, Yi Liu, Wei Zhang, Sen Su
2024	—	`conf`	Course-Correction: Safety Alignment Using Synthetic Preferences. EMNLP (Industry Track) Rongwu Xu, Yishuo Cai, Zhenhong Zhou, Renjie Gu, Haiqin Weng, Liu Yan, Tianwei Zhang, Wei Xu, Han Qiu
2024	J	`jnl`	Course-Correction: Safety Alignment Using Synthetic Preferences. CoRR Rongwu Xu, Yishuo Cai, Zhenhong Zhou, Renjie Gu, Haiqin Weng, Yan Liu, Tianwei Zhang, Wei Xu, Han Qiu
2024	J	`jnl`	Crabs: Consuming Resrouce via Auto-generation for LLM-DoS Attack under Black-box Settings. CoRR Yuanhe Zhang, Zhenhong Zhou, Wei Zhang, Xinyue Wang, Xiaojun Jia, Yang Liu, Sen Su
2024	J	`jnl`	Enforcing group fairness in privacy-preserving Federated Learning. Future Gener. Comput. Syst. Chaomeng Chen, Zhenhong Zhou, Peng Tang, Longzhu He, Sen Su
2024	—	`conf`	How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States. EMNLP (Findings) Zhenhong Zhou, Haiyang Yu, Xinghua Zhang, Rongwu Xu, Fei Huang, Yongbin Li
2024	J	`jnl`	How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States. CoRR Zhenhong Zhou, Haiyang Yu, Xinghua Zhang, Rongwu Xu, Fei Huang, Yongbin Li
2024	J	`jnl`	On the Role of Attention Heads in Large Language Model Safety. CoRR Zhenhong Zhou, Haiyang Yu, Xinghua Zhang, Rongwu Xu, Fei Huang, Kun Wang, Yang Liu, Junfeng Fang, Yongbin Li
2024	A*	`conf`	Quantifying and Analyzing Entity-Level Memorization in Large Language Models. AAAI Zhenhong Zhou, Jiuyang Xiang, Chaomeng Chen, Sen Su
2024	J	`jnl`	Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue. CoRR Zhenhong Zhou, Jiuyang Xiang, Haopeng Chen, Quan Liu, Zherui Li, Sen Su
2023	J	`jnl`	Quantifying and Analyzing Entity-level Memorization in Large Language Models. CoRR Zhenhong Zhou, Jiuyang Xiang, Chaomeng Chen, Sen Su
2021	J	`jnl`	Three-Dimensional Reconstruction of Huizhou Landscape Combined with Multimedia Technology and Geographic Information System. Mob. Inf. Syst. Zhenhong Zhou, Qingshan Zhu, Dongyi Liu, Tang Weihong