Quasi-Bayes meets Vines. - David Huk; Yuanhe Zhang; Ritabrata Dutta; Mark Steel (NeurIPS, 2024)

Crabs: Consuming Resrouce via Auto-generation for LLM-DoS Attack under Black-box Settings. - Yuanhe Zhang; Zhenhong Zhou; Wei Zhang; Xinyue Wang; Xiaojun Jia; Yang Liu; Sen Su (CoRR, 2024)

Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings. - Yuanhe Zhang; Zhenhong Zhou; Wei Zhang; Xinyue Wang; Xiaojun Jia; Yang Liu; Sen Su (ACL (Findings), 2025)

Mitigating privacy risks in Retrieval-Augmented Generation via locally private entity perturbation. - Longzhu He; Peng Tang; Yuanhe Zhang; Pengpeng Zhou; Sen Su (Inf. Process. Manag., 2025)

One-step full gradient suffices for low-rank fine-tuning, provably and efficiently. - Yuanhe Zhang; Fanghui Liu 001; Yudong Chen 001 (CoRR, 2025)

DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent. - Pengyu Zhu; Zhenhong Zhou; Yuanhe Zhang; Shilinlu Yan; Kun Wang 056; Sen Su (CoRR, 2025)

CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language Models. - Zhenhong Zhou; Zherui Li 001; Jie Zhang 012; Yuanhe Zhang; Kun Wang 056; Yang Liu 003; Qing Guo 005 (CoRR, 2025)

LIFEBench: Evaluating Length Instruction Following in Large Language Models. - Wei Zhang; Zhenhong Zhou; Junfeng Fang; Rongwu Xu; Kun Wang 056; Yuanhe Zhang; Rui Wang; Ge Zhang; Xinfeng Li; Li Sun 008; Lingjuan Lyu; Yang Liu; et al. (CoRR, 2025)

PD3F: A Pluggable and Dynamic DoS-Defense Framework Against Resource Consumption Attacks Targeting Large Language Models. - Yuanhe Zhang; Xinyue Wang; Haoran Gao; Zhenhong Zhou; Fanyu Meng; Yuyao Zhang; Sen Su (CoRR, 2025)

RECALLED: An Unbounded Resource Consumption Attack on Large Vision-Language Models. - Haoran Gao; Yuanhe Zhang; Zhenhong Zhou; Lei Jiang; Fanyu Meng; Yujia Xiao; Kun Wang; Yang Liu; Junlan Feng (CoRR, 2025)

Jailbreaking Large Language Diffusion Models: Revealing Hidden Safety Flaws in Diffusion-Based Text Generation. - Yuanhe Zhang; Fangzhou Xie; Zhenhong Zhou; Zherui Li 001; Hao Chen; Kun Wang 056; Yufei Guo (CoRR, 2025)

Hidden in the Noise: Unveiling Backdoors in Audio LLMs Alignment through Latent Acoustic Pattern Triggers. - Liang Lin; Miao Yu; Kaiwen Luo; Yibo Zhang; Lilan Peng; Dexian Wang 001; Xuehai Tang; Yuanhe Zhang; Xikang Yang; Zhenhong Zhou; Kun Wang; Yang Liu (CoRR, 2025)