Wang, Zhenting

22 publications

ICLR 2026 MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers Zhenting Wang, Qi Chang, Hemani Patel, Shashank Biju, Cheng-En Wu, Quan Liu, Aolin Ding, Alireza Rezazadeh, Ankit Shah, Yujia Bao, Eugene Siow

ICLR 2026 TokenSeek: Memory Efficient Fine Tuning via Instance-Aware Token Ditching Runjia Zeng, Qifan Wang, Qiang Guan, Ruixiang Tang, Lifu Huang, Zhenting Wang, Xueling Zhang, Cheng Han, Dongfang Liu

CVPR 2025 Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction Shiyu Zhao, Zhenting Wang, Felix Juefei-Xu, Xide Xia, Miao Liu, Xiaofang Wang, Mingfu Liang, Ning Zhang, Dimitris N. Metaxas, Licheng Yu

ICLR 2025 Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-Based Agents Hanrong Zhang, Jingyuan Huang, Kai Mei, Yifei Yao, Zhenting Wang, Chenlu Zhan, Hongwei Wang, Yongfeng Zhang

CVPR 2025 CO-SPY: Combining Semantic and Pixel Features to Detect Synthetic Images by AI Siyuan Cheng, Lingjuan Lyu, Zhenting Wang, Xiangyu Zhang, Vikash Sehwag

NeurIPS 2025 Continuous Concepts Removal in Text-to-Image Diffusion Models Tingxu Han, Weisong Sun, Yanrong Hu, Chunrong Fang, Yonglong Zhang, Shiqing Ma, Tao Zheng, Zhenyu Chen, Zhenting Wang

ICML 2025 How to Evaluate and Mitigate IP Infringement in Visual Generative AI? Zhenting Wang, Chen Chen, Vikash Sehwag, Minzhou Pan, Lingjuan Lyu

CVPR 2025 Invisible Backdoor Attack Against Self-Supervised Learning Hanrong Zhang, Zhenting Wang, Boheng Li, Fulin Lin, Tingxu Han, Mingyu Jin, Chenlu Zhan, Mengnan Du, Hongwei Wang, Shiqing Ma

ICLR 2025 LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation Can Jin, Ying Li, Mingyu Zhao, Shiyu Zhao, Zhenting Wang, Xiaoxiao He, Ligong Han, Tong Che, Dimitris N. Metaxas

CVPR 2025 MLLM-as-a-Judge for Image Safety Without Human Labeling Zhenting Wang, Shuming Hu, Shiyu Zhao, Xiaowen Lin, Felix Juefei-Xu, Zhuowei Li, Ligong Han, Harihar Subramanyam, Li Chen, Jianfa Chen, Nan Jiang, Lingjuan Lyu, Shiqing Ma, Dimitris N. Metaxas, Ankit Jain

ICML 2025 ProSec: Fortifying Code LLMs with Proactive Security Alignment Xiangzhe Xu, Zian Su, Jinyao Guo, Kaiyuan Zhang, Zhenting Wang, Xiangyu Zhang

ICML 2025 The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering Zhuowei Li, Haizhou Shi, Yunhe Gao, Di Liu, Zhenting Wang, Yuxiao Chen, Ting Liu, Long Zhao, Hao Wang, Dimitris N. Metaxas

ICLR 2025 Visual Agents as Fast and Slow Thinkers Guangyan Sun, Mingyu Jin, Zhenting Wang, Cheng-Long Wang, Siqi Ma, Qifan Wang, Tong Geng, Ying Nian Wu, Yongfeng Zhang, Dongfang Liu

ICLR 2024 DIAGNOSIS: Detecting Unauthorized Data Usages in Text-to-Image Diffusion Models Zhenting Wang, Chen Chen, Lingjuan Lyu, Dimitris N. Metaxas, Shiqing Ma

ECCV 2024 Finding a Needle in a Haystack: A Black-Box Approach to Invisible Watermark Detection Minzhou Pan, Zhenting Wang, Xin Dong, Vikash Sehwag, Lingjuan Lyu, Xue Lin

ICML 2024 How to Trace Latent Generative Model Generated Images Without Artificial Watermark? Zhenting Wang, Vikash Sehwag, Chen Chen, Lingjuan Lyu, Dimitris N. Metaxas, Shiqing Ma

ICLR 2023 UNICORN: A Unified Backdoor Trigger Inversion Framework Zhenting Wang, Kai Mei, Juan Zhai, Shiqing Ma

NeurIPS 2023 Where Did I Come from? Origin Attribution of AI-Generated Images Zhenting Wang, Chen Chen, Yi Zeng, Lingjuan Lyu, Shiqing Ma

CVPR 2022 BppAttack: Stealthy and Efficient Trojan Attacks Against Deep Neural Networks via Image Quantization and Contrastive Adversarial Learning Zhenting Wang, Juan Zhai, Shiqing Ma

CVPR 2022 Complex Backdoor Detection by Symmetric Feature Differencing Yingqi Liu, Guangyu Shen, Guanhong Tao, Zhenting Wang, Shiqing Ma, Xiangyu Zhang

NeurIPS 2022 Rethinking the Reverse-Engineering of Trojan Triggers Zhenting Wang, Kai Mei, Hailun Ding, Juan Zhai, Shiqing Ma

NeurIPS 2022 Training with More Confidence: Mitigating Injected and Natural Backdoors During Training Zhenting Wang, Hailun Ding, Juan Zhai, Shiqing Ma