Zhaorun Chen

1. HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding
   2024/03/01 by Zhaorun Chen, Chen, Zhaorun, Zhuokai Zhao +9 · 26 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Anomaly Detection Techniques and Applications #Fractal and DNA sequence analysis
2. GRAPE: Generalizing Robot Policy via Preference Alignment
   2024/11/28 by Zijian Zhang, Kaiyuan Zheng, Zhang, Zijian +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)
3. Calibrated Self-Rewarding Vision Language Models
   2024/05/23 by Yiyang Zhou, Zhou, Yiyang, Zhiyuan Fan +17 · 17 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)
4. Beyond Reward Hacking: Causal Rewards for Large Language Model Alignment
   2025/01/16 by Chaoqi Wang, Zhuokai Zhao, Wang, Chaoqi +19 · 11 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
5. MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models
   2024/10/14 by Peng Xia, Xia, Peng, Siwei Han +21 · 6 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
6. 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
7. Poly-Guard: Massive Multi-Domain Safety Policy-Grounded Guardrail Dataset
   2025/06/18 by Mintong Kang, Kang, Mintong, Zhaorun Chen +13 · 4 citations
   Engineering · #Transportation Safety and Impact Analysis #Infrastructure Maintenance and Monitoring #Geophysical Methods and Applications
8. 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
9. Preference Optimization with Multi-Sample Comparisons
   2024/10/16 by Chaoqi Wang, Wang, Chaoqi, Chen Zhu +18 · 1 citation
   Decision Sciences · #Multi-Criteria Decision Making
10. 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
11. Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment
    2024/10/18 by Chenhang Cui, Cui, Chenhang, An Zhang +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
12. Efficient Multi-modal Large Language Models via Progressive Consistency Distillation
    2025/10/01 by Zichen Wen, Wen, Zichen, Shaobo Wang +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
13. 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
14. Cer-Eval: Certifiable and Cost-Efficient Evaluation Framework for LLMs
    2025/05/02 by Ganghua Wang, Wang, Ganghua, Zhaorun Chen +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
15. Twin Agent: Context Residual Compression for Privilege Separated Agents
    2026/07/21 by Zhanhao Hu, Dennis Jacob, Xiao Huang +3
    #cs.CR #cs.CL