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Ma, Wei-Ying

  1. DAPO: An Open-Source LLM Reinforcement Learning System at Scale
    2025/03/18 by Qiying Yu, Yu, Qiying, Zheng Zhang +67 · 1 voice · 761 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
  2. MolCRAFT: Structure-Based Drug Design in Continuous Parameter Space
    2024/04/18 by Yanru Qu, Qu, Yanru, Keyue Qiu +13 · 20 citations
    Computer Science · #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. Controllable Person Image Synthesis with Attribute-Decomposed GAN
    2020/03/27 by Yifang Men, Men, Yifang, Yiming Mao +7 · 9 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #Human Pose and Action Recognition
  4. Topic Aware Neural Response Generation
    2016/06/21 by Xing Chen, Xing, Chen, Wei Wu +11 · 11 citations
    Computer Science · Social Sciences · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Topic Modeling
  5. Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference
    2025/08/04 by Yuxuan Song, Song, Yuxuan, Zhang, Zheng +39 · 68 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Parallel Computing and Optimization Techniques #Speech Recognition and Synthesis
  6. MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent
    2025/07/03 by Hongli Yu, Yu, Hongli, Tinghong Chen +19 · 45 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
  7. ACDiT: Interpolating Autoregressive Conditional Modeling and Diffusion Transformer
    2024/12/10 by Jinyi Hu, Hu, Jinyi, Shengding Hu +14 · 18 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
  8. Equivariant Flow Matching with Hybrid Probability Transport
    2023/12/12 by Yuxuan Song, Jingjing Gong, Song, Yuxuan +13 · 10 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Materials Science #Topic Modeling
  9. Fractional Denoising for 3D Molecular Pre-training
    2023/07/20 by Feng, Shikun, Ni, Yuyan, Lan, Yanyan +2 · 6 citations
    #Chemical Physics (physics.chem-ph) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
  10. UniGEM: A Unified Approach to Generation and Property Prediction for Molecules
    2024/10/14 by Shikun Feng, Yuyan Ni, Feng, Shikun +9 · 9 citations
    Chemistry · Computer Science · #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Various Chemistry Research Topics
  11. UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning
    2024/05/15 by Shikun Feng, Yuyan Ni, Feng, Shikun +11 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Materials Science · Computer Science · #Machine Learning in Bioinformatics #Machine Learning in Materials Science #Domain Adaptation and Few-Shot Learning
  12. Sliced Denoising: A Physics-Informed Molecular Pre-Training Method
    2023/11/03 by Ni, Yuyan, Feng, Shikun, Ma, Wei-Ying +2 · 4 citations
    #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Pre-training with Fractional Denoising to Enhance Molecular Property Prediction
    2024/07/14 by Yuyan Ni, Shikun Feng, Ni, Yuyan +13 · 5 citations
    Chemistry · Computer Science · #Analytical Chemistry and Chromatography #Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #Computational Drug Discovery Methods #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Various Chemistry Research Topics
  14. LightLDA: Big Topic Models on Modest Compute Clusters
    2014/12/04 by Jinhui Yuan, Fei Gao, Yuan, Jinhui +15 · 2 citations
    Computer Science · #Algorithms and Data Compression #Data Stream Mining Techniques #Distributed #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Topic Modeling #and Cluster Computing (cs.DC)
  15. A Periodic Bayesian Flow for Material Generation
    2025/02/04 by H. Wu, Wu, Hanlin, Yuxuan Song +15 · 7 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Manufacturing Process and Optimization
  16. PharmAgents: Building a Virtual Pharma with Large Language Model Agents
    2025/03/28 by Gao, Bowen, Huang, Yanwen, Liu, Yiqiao +4 · 7 citations
    #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences
  17. Hierarchical Recurrent Attention Network for Response Generation
    2017/01/25 by Xing, Chen, Wu, Wei, Wu, Yu +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  18. Unified Generative Modeling of 3D Molecules via Bayesian Flow Networks
    2024/03/17 by Song, Yuxuan, Gong, Jingjing, Qu, Yanru +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #Chemical Physics (physics.chem-ph) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
  19. Pushing the boundaries of Structure-Based Drug Design through Collaboration with Large Language Models
    2025/03/03 by Gao, Bowen, Huang, Yanwen, Liu, Yiqiao +4 · 3 citations
    #Biomolecules (q-bio.BM) #FOS: Biological sciences
  20. ESM All-Atom: Multi-scale Protein Language Model for Unified Molecular Modeling
    2024/03/05 by Kangjie Zheng, Zheng, Kangjie, Siyu Long +15 · 2 citations
    Biochemistry, Genetics and Molecular Biology · #Biomolecules (q-bio.BM) #Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Genetics, Bioinformatics, and Biomedical Research #Genomics and Phylogenetic Studies #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #and Science (cs.CE)
  21. Straight-Line Diffusion Model for Efficient 3D Molecular Generation
    2025/03/04 by Yuyan Ni, Ni, Yuyan, Shikun Feng +12 · 3 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Block Copolymer Self-Assembly #Computational Drug Discovery Methods #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  22. RetroDiff: Retrosynthesis as Multi-stage Distribution Interpolation
    2023/11/23 by Wang, Yiming, Song, Yuxuan, Wang, Yiqun +4 · 1 citation
    #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
  23. FLEX: Continuous Agent Evolution via Forward Learning from Experience
    2025/11/09 by Zhicheng Cai, Cai, Zhicheng, Xinyuan Guo +15 · 5 citations
    Materials Science · Social Sciences · Computer Science · #Machine Learning in Materials Science #Language and cultural evolution #Reinforcement Learning in Robotics
  24. Rethinking Specificity in SBDD: Leveraging Delta Score and Energy-Guided Diffusion
    2024/03/04 by Bowen Gao, Gao, Bowen, Minsi Ren +13 · 1 citation
    Engineering · #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods
  25. Piloting Structure-Based Drug Design via Modality-Specific Optimal Schedule
    2025/05/12 by Qiu, Keyue, Yuxuan Song, Zhehuan Fan +12 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Protein Structure and Dynamics
  26. Steering Protein Family Design through Profile Bayesian Flow
    2025/02/11 by Gong, Jingjing, Pei, Yu, Long, Siyu +7 · 2 citations
    #Biomolecules (q-bio.BM) #FOS: Biological sciences
  27. MoMa: A Modular Deep Learning Framework for Material Property Prediction
    2025/02/21 by Wang, Botian, Ouyang, Yawen, Li, Yaohui +6 · 1 citation
    #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)