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Lei Bai

  1. WorldSimBench: Towards Video Generation Models as World Simulators
    2024/10/23 by Yiran Qin, Zhelun Shi, Qin, Yiran +23 · 202 citations
    Decision Sciences · Engineering · #3D Modeling in Geospatial Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Simulation Techniques and Applications
  2. FiT: Flexible Vision Transformer for Diffusion Model
    2024/02/19 by Zeyu Lu, Zidong Wang, Lu, Zeyu +11 · 2 voices · 16 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #cs.CV
  3. Self-Harness: Harnesses That Improve Themselves
    2026/06/08 by Hangfan Zhang, Shao Zhang, Kangcong Li +5 · 10 voices · 2 citations
    #cs.CL
  4. Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting
    2020/07/06 by Lei Bai, Bai, Lei, Lina Yao +7 · 53 citations
    Engineering · Computer Science · Physics and Astronomy · #Traffic Prediction and Management Techniques #Advanced Graph Neural Networks #Complex Network Analysis Techniques
  5. Beyond GPT-5: Making LLMs Cheaper and Better via Performance-Efficiency Optimized Routing
    2025/08/18 by Yiqun Zhang, Hao Li, Zhang, Yiqun +11 · 11 voices · 9 citations
    Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #Artificial Intelligence in Healthcare and Education
  6. The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models
    2025/05/28 by Ganqu Cui, Cui, Ganqu, Yuchen Zhang +31 · 171 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling
  7. FengWu: Pushing the Skillful Global Medium-range Weather Forecast beyond 10 Days Lead
    2023/04/06 by Kang Chen, Chen, Kang, Tao Han +25 · 36 citations
    Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Climate variability and models #Hydrological Forecasting Using AI
  8. The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
    2025/09/02 by Guibin Zhang, Zhang, Guibin, Geng, Hejia +42 · 1 voice · 49 citations
    Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Speech and dialogue systems
  9. MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators
    2023/06/19 by Yaqi Zhang, Di Huang, Zhang, Yaqi +17 · 20 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  10. LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting
    2023/06/14 by Xu Liu, Liu, Xu, Yutong Xia +17 · 20 citations
    Computer Science · Engineering · Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
  11. Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images
    2023/04/25 by Zeyu Lu, Di Huang, Lu, Zeyu +10 · 16 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Misinformation and Its Impacts
  12. Multi-agent Architecture Search via Agentic Supernet
    2025/02/06 by G. Zhang, Zhang, Guibin, Niu, Luyang +8 · 38 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Agent-Based Network Management #Multiagent Systems (cs.MA) #Network Security and Intrusion Detection #Software System Performance and Reliability
  13. Backbone is All Your Need: A Simplified Architecture for Visual Object Tracking
    2022/03/10 by Boyu Chen, Peixia Li, Chen, Boyu +15 · 11 citations
    Computer Science · #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection #Advanced Neural Network Applications
  14. Instruct-ReID: A Multi-purpose Person Re-identification Task with Instructions
    2023/06/13 by Weizhen He, Yiheng Deng, He, Weizhen +21 · 11 citations
    Computer Science · #Video Surveillance and Tracking Methods #Face recognition and analysis #Human Pose and Action Recognition
  15. CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling
    2024/02/06 by Junchao Gong, Gong, Junchao, Lei Bai +13 · 14 citations
    Earth and Planetary Sciences · #Precipitation Measurement and Analysis #Meteorological Phenomena and Simulations #Cryospheric studies and observations
  16. A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
    2025/04/22 by Kun Wang, Guibin Zhang, Wang, Kun +193 · 32 citations
    Computer Science · Health Professions · Medicine · #Adversarial Robustness in Machine Learning #Occupational Health and Safety Research #Artificial Intelligence in Healthcare and Education
  17. FEND: A Future Enhanced Distribution-Aware Contrastive Learning Framework for Long-tail Trajectory Prediction
    2023/03/29 by Yuning Wang, Pu Zhang, Wang, Yuning +5 · 7 citations
    Engineering · Social Sciences · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Traffic Prediction and Management Techniques
  18. Diffusion Model-based Probabilistic Downscaling for 180-year East Asian Climate Reconstruction
    2024/02/02 by Fenghua Ling, Zeyu Lu, Ling, Fenghua +15 · 8 citations
    Earth and Planetary Sciences · Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate variability and models #Cryospheric studies and observations #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Plant Ecology and Soil Science
  19. Autoregressive Omni-Aware Outpainting for Open-Vocabulary 360-Degree Image Generation
    2023/09/07 by Zhuqiang Lu, Kun Hu, Lu, Zhuqiang +7 · 7 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #I.4.0
  20. From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery
    2025/08/18 by Jiaqi Wei, Yuejin Yang, Yue-Jin Yang +52 · 3 voices · 18 citations
    Computer Science · Decision Sciences · #Scientific Computing and Data Management #cs.LG
  21. SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing
    2025/03/06 by Xiangchao Yan, Yan, Xiangchao, Shiyang Feng +11 · 15 citations
    Social Sciences · Computer Science · #Survey Methodology and Nonresponse #Expert finding and Q&A systems #Mobile Crowdsensing and Crowdsourcing
  22. ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast
    2024/02/02 by Wanghan Xu, Xu, Wanghan, Kang Chen +9 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
  23. On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection
    2024/10/31 by Xiufeng Song, Xiao Guo, Song, Xiufeng +13 · 10 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  24. STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning
    2023/08/21 by Tao Han, Han, Tao, Lei Bai +5 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  25. Temporal-Channel Transformer for 3D Lidar-Based Video Object Detection in Autonomous Driving
    2020/11/27 by Zhenxun Yuan, Xiao Song, Yuan, Zhenxun +9 · 3 citations
    Computer Science · Environmental Science · Physics and Astronomy · #Advanced Neural Network Applications #Advanced Optical Sensing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
  26. FengWu-GHR: Learning the Kilometer-scale Medium-range Global Weather Forecasting
    2024/01/28 by Tao Han, Song Guo, Han, Tao +17 · 6 citations
    Computer Science · Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations
  27. A Survey on Long Video Generation: Challenges, Methods, and Prospects
    2024/03/25 by Chengxuan Li, Li, Chengxuan, Di Huang +9 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment
  28. Hulk: A Universal Knowledge Translator for Human-Centric Tasks
    2023/12/04 by Yizhou Wang, Wang, Yizhou, Yixuan Wu +19 · 4 citations
    Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Hand Gesture Recognition Systems
  29. EvoFlow: Evolving Diverse Agentic Workflows On The Fly
    2025/02/11 by Guibin Zhang, Zhang, Guibin, Kai‐Jie Chen +13 · 10 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Multi-Agent Systems and Negotiation #Simulation Techniques and Applications
  30. Automatic Device Classification from Network Traffic Streams of Internet of Things
    2018/12/24 by Lei Bai, Bai, Lei, Lina Yao +7 · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI)
  31. ComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems
    2024/09/02 by Xiangyuan Xue, Zeyu Lu, Xue, Xiangyuan +8 · 5 citations
    Business, Management and Accounting · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Business Process Modeling and Analysis #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Scientific Computing and Data Management
  32. Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation
    2023/04/24 by Zeyu Lu, Chengyue Wu, Lu, Zeyu +11 · 3 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #Digital Media Forensic Detection
  33. The Avengers: A Simple Recipe for Uniting Smaller Language Models to Challenge Proprietary Giants
    2025/05/26 by Yiqun Zhang, Zhang, Yiqun, Hao Li +24 · 14 citations
    Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management
  34. HumanBench: Towards General Human-centric Perception with Projector Assisted Pretraining
    2023/03/10 by Shixiang Tang, Cheng Chen, Tang, Shixiang +21 · 3 citations
    Computer Science · #Video Surveillance and Tracking Methods #Human Pose and Action Recognition #Advanced Neural Network Applications
  35. MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing
    2025/09/26 by Junbo Niu, Niu, Junbo, Zheng Liu +119 · 1 voice · 15 citations
    #cs.CV #cs.CL
  36. Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling
    2024/05/22 by Wanghan Xu, Xu, Wanghan, Fenghua Ling +11 · 5 citations
    Engineering · #Artificial Intelligence (cs.AI) #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG)
  37. Diffusion Models Need Visual Priors for Image Generation
    2024/10/11 by Xiaoyu Yue, Yue, Xiaoyu, Zidong Wang +13 · 5 citations
    Computer Science · #Computer Graphics and Visualization Techniques
  38. MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs
    2025/05/27 by Jiakang Yuan, Tianshuo Peng, Yuan, Jiakang +17 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Semantic Web and Ontologies
  39. Domain Invariant Masked Autoencoders for Self-supervised Learning from Multi-domains
    2022/05/10 by Haiyang Yang, Yang, Haiyang, Meilin Chen +13 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  40. Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback
    2025/01/07 by Jiakang Yuan, Xiangchao Yan, Yuan, Jiakang +15 · 5 citations
    Environmental Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fish Ecology and Management Studies
  41. STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting
    2019/05/24 by Lei Bai, Bai, Lei, Lina Yao +7 · 2 citations
    Engineering · Social Sciences · #Traffic Prediction and Management Techniques #Human Mobility and Location-Based Analysis #Transportation Planning and Optimization
  42. Understanding Masked Autoencoders From a Local Contrastive Perspective
    2023/10/03 by Xiaoyu Yue, Yue, Xiaoyu, Lei Bai +11 · 3 citations
    Engineering · Computer Science · #Image Processing Techniques and Applications #Image and Signal Denoising Methods #Advanced Image Processing Techniques
  43. FengWu-W2S: A deep learning model for seamless weather-to-subseasonal forecast of global atmosphere
    2024/11/15 by Fenghua Ling, Ling, Fenghua, Kang Chen +11 · 4 citations
    Earth and Planetary Sciences · #Meteorological Phenomena and Simulations
  44. Global Tropical Cyclone Intensity Forecasting with Multi-modal Multi-scale Causal Autoregressive Model
    2024/02/16 by Xinyu Wang, Kang Chen, Wang, Xinyu +9 · 3 citations
    Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an) #Tropical and Extratropical Cyclones Research
  45. OmniCaptioner: One Captioner to Rule Them All
    2025/04/09 by Yiting Lu, Lu, Yiting, Jiakang Yuan +36 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Data Visualization and Analytics
  46. InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification
    2025/05/22 by Bo Zhang, InternAgent Team, Zhang, Bo +45 · 6 citations
    Materials Science · Decision Sciences · Computer Science · #Machine Learning in Materials Science #Scientific Computing and Data Management #Explainable Artificial Intelligence (XAI)
  47. Attention Reallocation: Towards Zero-cost and Controllable Hallucination Mitigation of MLLMs
    2025/03/11 by Chongjun Tu, Hancheng Ye, Tu, Chongjun +11 · 5 citations
    Neuroscience · Computer Science · Medicine · #Hallucinations in medical conditions #Topological and Geometric Data Analysis #Cancer-related cognitive impairment studies
  48. WeatherGFM: Learning A Weather Generalist Foundation Model via In-context Learning
    2024/11/08 by Xiangyu Zhao, Zhao, Xiangyu, Wenlong Zhang +20 · 4 citations
    Computer Science · #Advanced Computational Techniques and Applications #Computational Physics and Python Applications #Data Visualization and Analytics
  49. 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
  50. Towards an end-to-end artificial intelligence driven global weather forecasting system
    2023/12/18 by Kun Chen, Lei Bai, Chen, Kun +14 · 2 citations
    Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Hydrological Forecasting Using AI #Climate variability and models
  51. Improving Global Weather and Ocean Wave Forecast with Large Artificial Intelligence Models
    2024/01/30 by Fenghua Ling, Ling, Fenghua, Lin Ouyang +11 · 2 citations
    Decision Sciences · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Impact of AI and Big Data on Business and Society #Machine Learning (cs.LG)
  52. MM-DAG: Multi-task DAG Learning for Multi-modal Data -- with Application for Traffic Congestion Analysis
    2023/06/05 by Tian Lan, Lan, Tian, Ziyue Li +15 · 2 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multi-Criteria Decision Making
  53. MASLab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems
    2025/05/22 by Rui Ye, K. Huang, Ye, Rui +35 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Semantic Web and Ontologies #Topic Modeling
  54. Face to purchase: Predicting consumer choices with structured facial and behavioral traits embedding
    2021/11/01 by Zhe Liu, Xianzhi Wang, Yun Li +5 · 1 citation
    Business, Management and Accounting · Computer Science · Psychology · #Consumer Behavior in Brand Consumption and Identification #Evolutionary Psychology and Human Behavior #Face recognition and analysis
  55. GLiT: Neural Architecture Search for Global and Local Image Transformer
    2021/07/07 by Boyu Chen, Chen, Boyu, Peixia Li +15 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  56. CompBench: Benchmarking Complex Instruction-guided Image Editing
    2025/05/18 by Bohan Jia, Wenxuan Huang, Jia, Bohan +29 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications
  57. Revisiting the Transferability of Supervised Pretraining: an MLP Perspective
    2021/12/01 by Yizhou Wang, Wang, Yizhou, Shixiang Tang +11 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  58. Benchmarking Physics-Informed Time-Series Models for Operational Global Station Weather Forecasting
    2024/06/20 by Tao Han, Wen, Zhibin, Han, Tao +7 · 2 citations
    Computer Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting
  59. FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation
    2024/06/03 by Kun Chen, Tao Chen, Chen, Kun +12 · 2 citations
    Earth and Planetary Sciences · Engineering · #Meteorological Phenomena and Simulations #Reservoir Engineering and Simulation Methods #Geophysics and Gravity Measurements
  60. MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning
    2022/05/03 by Dongnan Liu, Liu, Dongnan, Mariano Cabezas +35 · 1 citation
    Computer Science · Medicine · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Cutaneous Melanoma Detection and Management #Gene expression and cancer classification
  61. Physically Consistent Global Atmospheric Data Assimilation with Machine Learning in Latent Space
    2025/02/05 by Hang Fan, Fan, Hang, Lei Bai +15 · 1 voice · 4 citations
    #physics.ao-ph
  62. Saliency Guided Contrastive Learning on Scene Images
    2023/02/22 by Meilin Chen, Chen, Meilin, Yizhou Wang +15 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
  63. Native-Resolution Image Synthesis
    2025/06/03 by Zidong Wang, Wang, Zidong, Lei Bai +7 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
  64. DiffSR: Learning Radar Reflectivity Synthesis via Diffusion Model from Satellite Observations
    2024/11/11 by Xuming He, He, Xuming, Zhou, Zhiwang +10 · 3 citations
    Engineering · Environmental Science · #Advanced SAR Imaging Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Soil Moisture and Remote Sensing #electronic engineering #information engineering
  65. VQLTI: Long-Term Tropical Cyclone Intensity Forecasting with Physical Constraints
    2025/01/30 by Xinyu Wang, Lei Liu, Wang, Xinyu +9 · 3 citations
    Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Tropical and Extratropical Cyclones Research
  66. A Self-Evolving AI Agent System for Climate Science
    2025/07/23 by Zijie Guo, Jiong Wang, Guo, Zijie +36 · 2 citations
    Decision Sciences · #Scientific Computing and Data Management
  67. LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents
    2025/05/28 by Rui Li, Li, Rui, Zhimeng Hu +28 · 2 citations
    Computer Science · Psychology · #Action Observation and Synchronization #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics (cs.RO) #Social Robot Interaction and HRI #Software Engineering (cs.SE)
  68. Online Test-Time Adaptation of Spatial-Temporal Traffic Flow Forecasting
    2024/01/08 by Pengxin Guo, Pengfei Jin, Guo, Pengxin +7 · 1 citation
    Engineering · Environmental Science · #Air Quality Monitoring and Forecasting #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Traffic Prediction and Management Techniques #Vehicle emissions and performance #electronic engineering #information engineering
  69. ChemMLLM: Chemical Multimodal Large Language Model
    2025/05/22 by Qian Tan, Dongzhan Zhou, Tan, Qian +13 · 4 citations
    Computer Science · Materials Science · #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Topic Modeling
  70. Earth-Agent: Unlocking the Full Landscape of Earth Observation with Agents
    2025/09/27 by Peilin Feng, Zhiqiang Lv, Feng, Peilin +18 · 4 citations
    Computer Science · Decision Sciences · #Multi-Agent Systems and Negotiation #Scientific Computing and Data Management #Distributed and Parallel Computing Systems
  71. β-DARTS++: Bi-level Regularization for Proxy-robust Differentiable Architecture Search
    2023/01/16 by Peng Ye, Ye, Peng, Tong He +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
  72. VegeDiff: Latent Diffusion Model for Geospatial Vegetation Forecasting
    2024/07/17 by Sijie Zhao, Hao Chen, Zhao, Sijie +9 · 1 citation
    Environmental Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Remote Sensing in Agriculture #Species Distribution and Climate Change
  73. VIKI-R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning
    2025/06/10 by Kang Li, Kang, Li, Song, Xiufeng +13 · 4 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotics (cs.RO) #Social Robot Interaction and HRI
  74. CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards
    2025/10/09 by X.D. Xue, Xue, Xiangyuan, Yifan Zhou +16 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling
  75. Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models
    2025/11/03 by Xiaoyu Zhan, Zhan, Xiaoyu, Wenxuan Huang +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
  76. Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution
    2025/02/09 by Siwei Tu, Ben Fei, Tu, Siwei +17 · 1 citation
    Engineering · Mathematics · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Calibration and Measurement Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Radiative Heat Transfer Studies #Statistical and numerical algorithms
  77. Integrative transcriptomic analysis reveals Cd72 as a novel pro-inflammatory factor in microglia following experimental ischemic stroke
    2024/09/24 by Haojie Ding, Xuan Shi, Junwei Ma +8 · 1 citation
    Neuroscience · Biochemistry, Genetics and Molecular Biology · Materials Science · #Neuroinflammation and Neurodegeneration Mechanisms #Adenosine and Purinergic Signaling #Advanced Nanomaterials in Catalysis
  78. AutoMLGen: Navigating Fine-Grained Optimization for Coding Agents
    2025/10/09 by Shangheng Du, Du, Shangheng, Yan Xu +15 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Machine Learning and Data Classification
  79. Kolmogorov Arnold Neural Interpolator for Downscaling and Correcting Meteorological Fields from In-Situ Observations
    2025/01/24 by Zili Liu, Liu, Zili, Chen, Hao +8 · 1 citation
    Computer Science · Earth and Planetary Sciences · #Neural Networks and Applications #Image and Signal Denoising Methods #Meteorological Phenomena and Simulations
  80. 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
  81. SciHazard: A Benchmark for Measuring Scientific Safety Risks with Decomposed Harm Scoring
    2026/07/21 by Chunxiao Li, Yuan Xiong, Lijun Li +4
    #cs.AI
  82. AutoSupervision: Closing the Feedback Loop in Scientific Workflows with Grounded Revision Verification
    2026/07/30 by Haobo Li, Eunseo Jung, Wenxiao Zhao +8
    Computer Science · #cs.CL #cs.AI
  83. MoE2-LoRA: When MoE Models Meet MoE-style Low-Rank Adaptation
    2026/07/24 by Qingyu Yang, Haonan He, Minglei Li +4
    #cs.CL
  84. SciForge: An AI-Native, Multimodal Workbench for Scientific Discovery
    2026/07/17 by SciForge Team, Zhangyang Gao, Minghao Fang +10
    #cs.AI