Chen, Zhaorun
- AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases
2024/07/17 by Zhen Xiang, Chen, Zhaorun, Xiang, Zhen +6 · 82 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding
2024/03/01 by Zhaorun Chen, Zhuokai Zhao, Chen, Zhaorun +9 · 30 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Anomaly Detection Techniques and Applications #Fractal and DNA sequence analysis
- GRAPE: Generalizing Robot Policy via Preference Alignment
2024/11/28 by Zijian Zhang, Zhang, Zijian, Kaiyuan Zheng +16 · 27 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
- Calibrated Self-Rewarding Vision Language Models
2024/05/23 by Yiyang Zhou, Zhou, Yiyang, Zhiyuan Fan +17 · 20 citations
Psychology · #Categorization, perception, and language #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Machine Learning (cs.LG)
- ShieldAgent: Shielding Agents via Verifiable Safety Policy Reasoning
2025/03/26 by Z. Chen, Chen, Zhaorun, Mintong Kang +3 · 25 citations
Computer Science · Social Sciences · #Access Control and Trust #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Security and Verification in Computing
- MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?
2024/07/05 by Chen, Zhaorun, Du, Yichao, Wen, Zichen +16 · 13 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations
2024/12/09 by Z. Chen, Francesco Pinto, Chen, Zhaorun +5 · 12 citations
Engineering · #Transportation Safety and Impact Analysis #Vehicular Ad Hoc Networks (VANETs)
- Beyond Reward Hacking: Causal Rewards for Large Language Model Alignment
2025/01/16 by Chaoqi Wang, Zhuokai Zhao, Wang, Chaoqi +19 · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models
2024/10/14 by Peng Xia, Xia, Peng, Siwei Han +21 · 8 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack Integration
2025/03/20 by Andy Zhou, Kevin Wu, Zhou, Andy +17 · 11 citations
Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Security and Verification in Computing
- AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition
2024/02/18 by Chen, Zhaorun, Zhao, Zhuokai, Zhu, Zhihong +4 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Beyond Training: Dynamic Token Merging for Zero-Shot Video Understanding
2024/11/21 by Zhang, Yiming, Zhao, Zhuokai, Chen, Zhaorun +3 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Agent Learning via Early Experience
2025/10/09 by Kai Zhang, Zhang, Kai, Bo Liu +49 · 11 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Language and cultural evolution #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Scaling Agent Learning via Experience Synthesis
2025/11/05 by Zhaorun Chen, Chen, Zhaorun, Zhuokai Zhao +33 · 3 voices · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
- Anyprefer: An Agentic Framework for Preference Data Synthesis
2025/04/27 by Zhou, Yiyang, Wang, Zhaoyang, Wang, Tianle +13 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation
2025/02/03 by Tong, Haibo, Wang, Zhaoyang, Chen, Zhaorun +11 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- RankCLIP: Ranking-Consistent Language-Image Pretraining
2024/04/15 by Zhang, Yiming, Zhao, Zhuokai, Chen, Zhaorun +3 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment
2024/10/18 by Chenhang Cui, An Zhang, Cui, Chenhang +11 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models
2025/03/19 by Chejian Xu, Xu, Chejian, Jiawei Zhang +44 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
- Poly-Guard: Massive Multi-Domain Safety Policy-Grounded Guardrail Dataset
2025/06/18 by Mintong Kang, Zhaorun Chen, Kang, Mintong +13 · 4 citations
Engineering · #Transportation Safety and Impact Analysis #Infrastructure Maintenance and Monitoring #Geophysical Methods and Applications
- Enhancing Vision-Language Model Reliability with Uncertainty-Guided Dropout Decoding
2024/12/09 by Yu Fang, Fang, Yixiong, Zhaorun Chen +6 · 2 citations
Computer Science · #Semantic Web and Ontologies
- Securing Reliability: A Brief Overview on Enhancing In-Context Learning for Foundation Models
2024/02/27 by Huang, Yunpeng, Gu, Yaonan, Xu, Jingwei +3 · 1 citation
#FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG)
- Preference Optimization with Multi-Sample Comparisons
2024/10/16 by Chaoqi Wang, Wang, Chaoqi, Zhao, Zhuokai +18 · 1 citation
Decision Sciences · #Multi-Criteria Decision Making
- Can Editing LLMs Inject Harm?
2024/07/29 by Chen, Canyu, Huang, Baixiang, Li, Zekun +12 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- SocialMaze: A Benchmark for Evaluating Social Reasoning in Large Language Models
2025/05/29 by Xu Zhang, Yanbo Wang, Xu, Zixiang +29 · 3 citations
Computer Science · #Hate Speech and Cyberbullying Detection #Topic Modeling #Multimodal Machine Learning Applications
- Efficient Multi-modal Large Language Models via Progressive Consistency Distillation
2025/10/01 by Zichen Wen, Shaobo Wang, Wen, Zichen +19 · 8 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization
2025/05/22 by Haiying Ji, Ji, Haonian, Shi Qiu +12 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Semantic Web and Ontologies
- Cer-Eval: Certifiable and Cost-Efficient Evaluation Framework for LLMs
2025/05/02 by Ganghua Wang, Zhaorun Chen, Wang, Ganghua +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling