Zhou, Huichi
- MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark
2024/02/07 by Dongping Chen, Ruoxi Chen, Chen, Dongping +17 · 83 citations
Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Translation Studies and Practices #linguistics and terminology studies
- Deep Research Agents: A Systematic Examination And Roadmap
2025/06/22 by Yuxuan Huang, Huang, Yuxuan, Yihang Chen +23 · 2 voices · 41 citations
#cs.AI
- GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding
2024/06/16 by Dongping Chen, Chen, Dongping, Yue Huang +37 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Speech and dialogue systems
- TrustRAG: Enhancing Robustness and Trustworthiness in Retrieval-Augmented Generation
2025/01/01 by Zhou, Huichi, Lee, Kin-Hei, Zhan, Zhonghao +5 · 15 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Memento: Fine-tuning LLM Agents without Fine-tuning LLMs
2025/08/22 by Zhou, Huichi, Chen, Yihang, Guo, Siyuan +8 · 14 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- VeriGUI: Verifiable Long-Chain GUI Dataset
2025/08/06 by Liu, Shunyu, Liu, Minghao, Zhou, Huichi +29 · 7 citations
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Verifiable Format Control for Large Language Model Generations
2025/02/06 by Wang, Zhaoyang, Jiang, Jinqi, Zhou, Huichi +4 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Beyond the Hype: A dispassionate look at vision-language models in medical scenario
2024/08/16 by Nan, Yang, Zhou, Huichi, Xing, Xiaodan +1 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Reason Like a Radiologist: Chain-of-Thought and Reinforcement Learning for Verifiable Report Generation
2025/04/25 by Jing, Peiyuan, Lee, Kinhei, Zhenxuan Zhang +15 · 3 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Evaluate-and-Purify: Fortifying Code Language Models Against Adversarial Attacks Using LLM-as-a-Judge
2025/04/28 by Wenhan Mu, Ling Xu, Mu, Wenhan +6 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Security and Verification in Computing
- DOTA-ME-CS: Daily Oriented Text Audio-Mandarin English-Code Switching Dataset
2025/01/21 by Yupei Li, Li, Yupei, Heng Yu +7 · 1 citation
Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques