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Ma, Yan

  1. MMLongBench-Doc: Benchmarking Long-context Document Understanding with Visualizations
    2024/07/01 by Yubo Ma, Ma, Yubo, Yuhang Zang +29 · 34 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
  2. ANOLE: An Open, Autoregressive, Native Large Multimodal Models for Interleaved Image-Text Generation
    2024/07/08 by Ethan Chern, Chern, Ethan, Jiadi Su +5 · 24 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  3. MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention
    2025/06/16 by MiniMax, :, Chen, Aili +208 · 55 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Advanced Neural Network Applications #Computer Graphics and Visualization Techniques
  4. Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers
    2025/06/30 by Su, Zhaochen, Xia, Peng, Guo, Hangyu +12 · 61 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. RGBT Salient Object Detection: A Large-scale Dataset and Benchmark
    2020/07/07 by Zhengzheng Tu, Yan Ma, Tu, Zhengzheng +9 · 9 citations
    Computer Science · #Visual Attention and Saliency Detection
  6. RGB-T Image Saliency Detection via Collaborative Graph Learning
    2019/05/16 by Tu, Zhengzheng, Xia, Tian, Li, Chenglong +3 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI
    2024/06/18 by Zhen Huang, Zengzhi Wang, Huang, Zhen +52 · 13 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  8. Thinking with Generated Images
    2025/05/28 by Ethan Chern, Chern, Ethan, Zhulin Hu +12 · 27 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Language, Metaphor, and Cognition #Multimodal Machine Learning Applications
  9. Weak-to-Strong Reasoning
    2024/07/18 by Yang, Yuqing, Ma, Yan, Liu, Pengfei · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. One RL to See Them All: Visual Triple Unified Reinforcement Learning
    2025/05/23 by Ma, Yan, Du, Linge, Shen, Xuyang +7 · 12 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. Generative AI Act II: Test Time Scaling Drives Cognition Engineering
    2025/04/18 by Xia, Shijie, Qin, Yiwei, Li, Xuefeng +11 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. Linear quadratic mean field games with a major player: The multi-scale approach
    2019/03/20 by Yan Ma, Minyi Huang, Ma, Yan +1 · 1 citation
    Economics, Econometrics and Finance · Physics and Astronomy · #Economic theories and models #Advanced Thermodynamics and Statistical Mechanics #Stochastic processes and financial applications
  13. Edge-guided Non-local Fully Convolutional Network for Salient Object Detection
    2019/08/07 by Zhengzheng Tu, Tu, Zhengzheng, Yan Ma +7 · 1 citation
    Computer Science · Neuroscience · #Visual Attention and Saliency Detection #Face Recognition and Perception #Gaze Tracking and Assistive Technology
  14. Hierarchical nature of hydrogen-based direct reduction of iron oxides
    2022/01/29 by Yan Ma, Ma, Yan, Isnaldi Rodrigues de Souza Filho +27 · 1 citation
    Engineering · #Advanced materials and composites #FOS: Physical sciences #Iron and Steelmaking Processes #Materials Science (cond-mat.mtrl-sci) #Metal Extraction and Bioleaching
  15. Evolutionary Action Selection for Gradient-based Policy Learning
    2022/01/12 by Ma, Yan, Liu, Tianxing, Wei, Bingsheng +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  16. Revisiting DETR Pre-training for Object Detection
    2023/08/02 by Yan Ma, Ma, Yan, Weicong Liang +12 · 1 citation
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  17. Rethinking RL Scaling for Vision Language Models: A Transparent, From-Scratch Framework and Comprehensive Evaluation Scheme
    2025/04/03 by Yan Ma, Ma, Yan, Steffi Chern +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  18. HuBMAP Data Portal: A Resource for Multimodal Spatial and Single-Cell Data of Healthy Human Tissues
    2025/11/07 by Morgan L. Turner, Thomas Chris Smits, Turner, Morgan L. +88 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Engineering · #3D Printing in Biomedical Research #Cell Image Analysis Techniques #FOS: Biological sciences #Quantitative Methods (q-bio.QM) #Single-cell and spatial transcriptomics