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Huang, Wenxuan

  1. Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models
    2025/03/09 by Wenxuan Huang, Bohan Jia, Huang, Wenxuan +16 · 167 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  2. Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification
    2024/12/01 by Huang, Wenxuan, Zhai, Zijie, Shen, Yunhang +6 · 14 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
    2025/04/10 by Qi, Yukun, Zhao, Yiming, Zeng, Yu +7 · 13 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning
    2025/06/12 by Yuhao Zhou, Yiheng Wang, Zhou, Yuhao +50 · 8 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Intelligent Tutoring Systems and Adaptive Learning
  5. Interleaving Reasoning for Better Text-to-Image Generation
    2025/09/08 by Wenxuan Huang, Huang, Wenxuan, Shuang Chen +33 · 11 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
  6. CompBench: Benchmarking Complex Instruction-guided Image Editing
    2025/05/18 by Bohan Jia, Jia, Bohan, Wenxuan Huang +29 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications
  7. TimeSoccer: An End-to-End Multimodal Large Language Model for Soccer Commentary Generation
    2025/04/24 by Ling You, You, Ling, Wenxuan Huang +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  8. Learning Only with Images: Visual Reinforcement Learning with Reasoning, Rendering, and Visual Feedback
    2025/07/28 by Chen, Yang, Shen, Yufan, Huang, Wenxuan +7 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. AgentGroupChat-V2: Divide-and-Conquer Is What LLM-Based Multi-Agent System Need
    2025/06/18 by Gu, Zhouhong, Zhu, Xiaoxuan, Cai, Yin +12 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models
    2025/11/03 by Xiaoyu Zhan, Wenxuan Huang, Zhan, Xiaoyu +25 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  11. MT3: Scaling MLLM-based Text Image Machine Translation via Multi-Task Reinforcement Learning
    2025/05/26 by Zhaopeng Feng, Yupu Liang, Feng, Zhaopeng +16 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  12. LLaVA-RadZ: Can Multimodal Large Language Models Effectively Tackle Zero-shot Radiology Recognition?
    2025/03/10 by Bangyan Li, Li, Bangyan, Wenxuan Huang +17 · 1 citation
    Medicine · #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiology practices and education #Radiomics and Machine Learning in Medical Imaging
  13. Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows
    2025/12/18 by Wanghan Xu, Xu, Wanghan, Yuhao Zhou +214 · 1 voice · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Biomedical Text Mining and Ontologies #Scientific Computing and Data Management #Topic Modeling #cs.AI #cs.CL #cs.LG