Zhenting Wang
- Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
2024/10/03 by Hanrong Zhang, Zhang, Hanrong, Jingyuan Huang +13 · 49 citations
Computer Science · Social Sciences · #Access Control and Trust #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Digital Rights Management and Security #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
- Token-Budget-Aware LLM Reasoning
2024/12/24 by Tingxu Han, Han, Tingxu, Zhenting Wang +9 · 41 citations
Computer Science · #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Computation and Language (cs.CL) #Cryptography and Data Security #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG)
- BppAttack: Stealthy and Efficient Trojan Attacks against Deep Neural Networks via Image Quantization and Contrastive Adversarial Learning
2022/05/26 by Zhenting Wang, Wang, Zhenting, Juan Zhai +3 · 15 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Physical Unclonable Functions (PUFs) and Hardware Security
- Visual Agents as Fast and Slow Thinkers
2024/08/16 by Guangyan Sun, Sun, Guangyan, Mingyu Jin +16 · 16 citations
Computer Science · #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering
2025/02/05 by Zhuowei Li, Haizhou Shi, Li, Zhuowei +17 · 15 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #Digital Media Forensic Detection #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
- How to Trace Latent Generative Model Generated Images without Artificial Watermark?
2024/05/22 by Zhenting Wang, Wang, Zhenting, Vikash Sehwag +9 · 8 citations
Computer Science · Engineering · #Image Processing and 3D Reconstruction #Computer Graphics and Visualization Techniques #3D Modeling in Geospatial Applications
- Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction
2024/11/30 by Shiyu Zhao, Zhao, Shiyu, Zhenting Wang +17 · 11 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- When AI Meets Finance (StockAgent): Large Language Model-based Stock Trading in Simulated Real-world Environments
2024/07/15 by Chong Zhang, Xinyi Liu, Zhang, Chong +22 · 8 citations
Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Economics and business #Multiagent Systems (cs.MA) #Stock Market Forecasting Methods #Trading and Market Microstructure (q-fin.TR)
- DUMP: Automated Distribution-Level Curriculum Learning for RL-based LLM Post-training
2025/04/13 by Zhenting Wang, Guofeng Cui, Wang, Zhenting +7 · 13 citations
Computer Science · #Natural Language Processing Techniques
- NOTABLE: Transferable Backdoor Attacks Against Prompt-based NLP Models
2023/05/28 by Kai Mei, Zheng Li, Mei, Kai +7 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Training with More Confidence: Mitigating Injected and Natural Backdoors During Training
2022/02/13 by Zhenting Wang, Hailun Ding, Wang, Zhenting +5 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers
2025/08/28 by Zhenting Wang, Qi Chang, Wang, Zhenting +17 · 22 citations
Computer Science · #Multi-Agent Systems and Negotiation #Mobile Agent-Based Network Management #Semantic Web and Ontologies
- ProSec: Fortifying Code LLMs with Proactive Security Alignment
2024/11/19 by Xiangzhe Xu, Xu, Xiangzhe, Zian Su +9 · 9 citations
Computer Science · #Web Application Security Vulnerabilities #Digital Rights Management and Security #Digital and Cyber Forensics
- MLLM-as-a-Judge for Image Safety without Human Labeling
2024/12/31 by Zhenting Wang, Wang, Zhenting, Shuming Hu +26 · 8 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
- Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers?
2024/04/10 by Mingyu Jin, Jin, Mingyu, Qinkai Yu +23 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Text and Document Classification Technologies
- UNICORN: A Unified Backdoor Trigger Inversion Framework
2023/04/05 by Zhenting Wang, Kai Mei, Wang, Zhenting +5 · 3 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
- Memex(RL): Scaling Long-Horizon LLM Agents via Indexed Experience Memory
2026/03/04 by Zhenting Wang, Huancheng Chen, Jiayun Wang +1 · 3 voices · 1 citation
#cs.CL #cs.LG
- ProLLM: Protein Chain-of-Thoughts Enhanced LLM for Protein-Protein Interaction Prediction
2024/03/30 by Mingyu Jin, Jin, Mingyu, Haochen Xue +13 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Bioinformatics and Genomic Networks #Machine Learning in Bioinformatics #Computational Drug Discovery Methods
- APEER: Automatic Prompt Engineering Enhances Large Language Model Reranking
2024/06/20 by Can Jin, Hongwu Peng, Jin, Can +17 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software System Performance and Reliability #Topic Modeling
- Towards Reliable Verification of Unauthorized Data Usage in Personalized Text-to-Image Diffusion Models
2024/10/14 by Boheng Li, Yanhao Wei, Li, Boheng +13 · 6 citations
Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- Rethinking the Reverse-engineering of Trojan Triggers
2022/10/27 by Zhenting Wang, Kai Mei, Wang, Zhenting +7 · 2 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Physical Unclonable Functions (PUFs) and Hardware Security #Electrostatic Discharge in Electronics
- LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation
2025/02/02 by Can Jin, Ying Li, Jin, Can +15 · 5 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Image Enhancement Techniques #Image Processing Techniques and Applications
- An Optimizable Suffix Is Worth A Thousand Templates: Efficient Black-box Jailbreaking without Affirmative Phrases via LLM as Optimizer
2024/08/21 by Weipeng Jiang, Zhenting Wang, Jiang, Weipeng +9 · 3 citations
Computer Science · #Handwritten Text Recognition Techniques #Digital Media Forensic Detection #Adversarial Robustness in Machine Learning
- Can Large Vision-Language Models Detect Images Copyright Infringement from GenAI?
2025/02/23 by Qianqian Xu, Xu, Qipan, Zhenting Wang +7 · 4 citations
Computer Science · #Digital Media Forensic Detection
- Uncertainty is Fragile: Manipulating Uncertainty in Large Language Models
2024/07/15 by Qingcheng Zeng, Zeng, Qingcheng, Mingyu Jin +25 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Backdoor Vulnerabilities in Normally Trained Deep Learning Models
2022/11/29 by Guanhong Tao, Zhenting Wang, Tao, Guanhong +17 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Alteration-free and Model-agnostic Origin Attribution of Generated Images
2023/05/29 by Zhenting Wang, Chen Chen, Wang, Zhenting +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Law, AI, and Intellectual Property #Machine Learning (cs.LG)
- Scaling Laws in Scientific Discovery with AI and Robot Scientists
2025/03/28 by Pengsong Zhang, Heng Zhang, Zhang, Pengsong +17 · 3 citations
Computer Science · Decision Sciences · #Computability, Logic, AI Algorithms #Computation and Language (cs.CL) #FOS: Computer and information sciences #Robotics (cs.RO) #Scientific Computing and Data Management
- Data-centric NLP Backdoor Defense from the Lens of Memorization
2024/09/21 by Zhenting Wang, Zhizhi Wang, Wang, Zhenting +9 · 1 citation
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
- Meaningless Tokens, Meaningful Gains: How Activation Shifts Enhance LLM Reasoning
2025/10/01 by Yingjia Wan, Shi, Zeru, Wan, Yingjia +10 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research