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Wei He

  1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1359 citations
    #cs.CL #cs.AI
  2. The Rise and Potential of Large Language Model Based Agents: A Survey
    2023/09/14 by Zhiheng Xi, Wen-Xiang Chen, Xi, Zhiheng +54 · 217 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  3. Highly Scalable Deep Learning Training System with Mixed-Precision: Training ImageNet in Four Minutes
    2018/07/30 by Xianyan Jia, Shutao Song, Jia, Xianyan +26 · 1 voice · 32 citations
    Computer Science · Medicine · #cs.LG #cs.DC #stat.ML
  4. DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications
    2017/11/14 by Wei He, He, Wei, Kai Liu +22 · 14 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  5. Recent global decline of CO <sub>2</sub> fertilization effects on vegetation photosynthesis
    2020/12/10 by Songhan Wang, Yongguang Zhang, Weimin Ju +32 · 16 citations
    Agricultural and Biological Sciences · Environmental Science · #Atmospheric and Environmental Gas Dynamics #Plant Water Relations and Carbon Dynamics #Plant responses to elevated CO2
  6. Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning
    2024/02/08 by Zhiheng Xi, Wen-Xiang Chen, Xi, Zhiheng +39 · 1 voice · 17 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Online Learning and Analytics
  7. AgentGym: Evolving Large Language Model-based Agents across Diverse Environments
    2024/06/06 by Zhiheng Xi, Yiwen Ding, Xi, Zhiheng +37 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  8. Non-local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration
    2020/10/24 by Wei He, Quanming Yao, He, Wei +11 · 7 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
  9. Non-local Meets Global: An Integrated Paradigm for Hyperspectral Denoising
    2018/12/11 by Wei He, Quanming Yao, He, Wei +7 · 5 citations
    Computer Science · Engineering · #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques #Advanced Image Fusion Techniques
  10. State of charge estimation for Li-ion batteries using neural network modeling and unscented Kalman filter-based error cancellation
    2014/06/17 by Wei He, Nicholas Williard, Chaochao Chen +1 · 3 citations
    Engineering · #Advanced Battery Technologies Research #Fault Detection and Control Systems #Control Systems and Identification
  11. LongAgent: Scaling Language Models to 128k Context through Multi-Agent Collaboration
    2024/02/18 by Jun Zhao, Zhao, Jun, Can Zu +15 · 7 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  12. Distill Visual Chart Reasoning Ability from LLMs to MLLMs
    2024/10/24 by Wei He, Zhiheng Xi, He, Wei +15 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Semantic Web and Ontologies
  13. Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision
    2024/11/25 by Zhiheng Xi, Dingwen Yang, Xi, Zhiheng +43 · 9 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling
  14. Thermal decomposition and combustion behavior of ion conductive PEO-PAN based energetic composites
    2021/04/07 by Shuaizhong Wang, Shuai-Zhong Wang, Jie-Yao Lyu +5 · 4 citations
    Engineering · #Energetic Materials and Combustion #Advanced Battery Technologies Research #Rocket and propulsion systems research
  15. Species196: A One-Million Semi-supervised Dataset for Fine-grained Species Recognition
    2023/09/25 by Wei He, He, Wei, Kai Han +7 · 4 citations
    Environmental Science · #Species Distribution and Climate Change #Wildlife Ecology and Conservation #Environmental DNA in Biodiversity Studies
  16. AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning
    2025/09/10 by Zhiheng Xi, Jinyan Huang, Jixuan Huang +46 · 2 voices · 16 citations
    Computer Science · #cs.LG #cs.AI #cs.CL
  17. CHOICE: Benchmarking the Remote Sensing Capabilities of Large Vision-Language Models
    2024/11/27 by An Xiao, An, Xiao, Jiaxing Sun +5 · 5 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Satellite Image Processing and Photogrammetry
  18. BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain Adaptation
    2022/04/06 by Sanqing Qu, Qu, Sanqing, Guang Chen +9 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning
  19. Enhancing Sequential Recommendation with Graph Contrastive Learning
    2022/05/30 by Yixin Zhang, Zhang, Yixin, Yong Liu +13 · 2 citations
    Computer Science · Psychology · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Mental Health via Writing #Recommender Systems and Techniques
  20. Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical Labels
    2024/03/05 by Zhuohong Li, Wei He, Li, Zhuohong +7 · 3 citations
    Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG)
  21. Free Video-LLM: Prompt-guided Visual Perception for Efficient Training-free Video LLMs
    2024/10/14 by Kai Han, Jianyuan Guo, Han, Kai +9 · 4 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
  22. Mitigating Tail Narrowing in LLM Self-Improvement via Socratic-Guided Sampling
    2024/11/01 by Yiwen Ding, Zhiheng Xi, Ding, Yiwen +16 · 5 citations
    Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods
  23. Improving the machine learning based vertex reconstruction for large liquid scintillator detectors with multiple types of PMTs
    2022/05/09 by Zi-Yuan Li, Zhen Qian, Li, Zi-Yuan +15 · 2 citations
    Medicine · Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det) #Medical Imaging Techniques and Applications #Nuclear Physics and Applications #Radiation Detection and Scintillator Technologies
  24. Better Process Supervision with Bi-directional Rewarding Signals
    2025/03/06 by Wenxiang Chen, Wei He, Chen, Wenxiang +19 · 5 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Topic Modeling #Explainable Artificial Intelligence (XAI)
  25. Endophytic Bacillus megaterium triggers salicylic acid-dependent resistance and improves the rhizosphere bacterial community to mitigate rice spikelet rot disease
    2020/06/30 by Ting Cheng, Xiangzhi Yao, Xiang-Zhi Yao +5 · 1 citation
    Agricultural and Biological Sciences · #Legume Nitrogen Fixing Symbiosis #Nematode management and characterization studies #Plant-Microbe Interactions and Immunity
  26. Breaking the Limits of Remote Sensing by Simulation and Deep Learning for Flood and Debris Flow Mapping
    2020/06/09 by Naoto Yokoya, Yokoya, Naoto, Kazuki YAMANOI +11 · 1 citation
    Computer Science · Environmental Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Flood Risk Assessment and Management #Image and Video Processing (eess.IV) #Landslides and related hazards #electronic engineering #information engineering
  27. LDGen: Enhancing Text-to-Image Synthesis via Large Language Model-Driven Language Representation
    2025/02/25 by Pengzhi Li, Ping Yu, Li, Pengzhi +12 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  28. Mitochondrial transfer from glia to neurons protects against peripheral neuropathy
    2026/01/07 by Jing Xu, Yize Li, Charles Novak +14 · 3 voices · 10 citations
    Medicine · Biochemistry, Genetics and Molecular Biology · Neuroscience · #Pain Mechanisms and Treatments #Muscle Physiology and Disorders #Nerve injury and regeneration
  29. Modeling fibrous tissue in vascular fluid-structure interaction: a morphology-based pipeline and biomechanical significance
    2024/06/11 by Yujie Sun, Sun, Yujie, Jiayi Huang +13 · 2 citations
    Medicine · #Biological Physics (physics.bio-ph) #Cardiovascular Health and Disease Prevention #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Medical Physics (physics.med-ph)
  30. Comparative genomic analysis of the CPK gene family in Moso bamboo (Phyllostachys edulis) and the functions of PheCPK1 in drought stress
    2022/05/03 by Min Wu, Hongxia Liu, Linna Wang +3 · 1 citation
    Agricultural and Biological Sciences · #Bamboo properties and applications #Cocoa and Sweet Potato Agronomy #Plant Molecular Biology Research
  31. Adaptive Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising and Destriping
    2024/01/11 by Dongyi Li, Li, Dongyi, Chu Dong +7 · 1 citation
    Computer Science · Engineering · #Advanced Image Fusion Techniques #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
  32. Effects of fermented wheat bran and yeast culture on growth performance, immunity, and intestinal microflora in growing-finishing pigs
    2021/10/23 by Wei He, Yanan Gao, Zhiqiang Guo +5 · 25 citations
    Pharmacology, Toxicology and Pharmaceutics · Agricultural and Biological Sciences · #Pharmacological Effects of Natural Compounds #Food Quality and Safety Studies #Animal Nutrition and Physiology
  33. Research Artifacts in Software Engineering Publications: Status and Trends
    2024/04/10 by Mugeng Liu, Liu, Mugeng, Xiao‐Long Huang +13 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Techniques and Practices
  34. Towards Stealthy and Effective Backdoor Attacks on Lane Detection: A Naturalistic Data Poisoning Approach
    2025/08/04 by Yifan Liao, Y. N. Cao, Liao, Yifan +13 · 3 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Autonomous Vehicle Technology and Safety #Vehicular Ad Hoc Networks (VANETs)
  35. Hecke L-values, definite Shimura sets and Mod ℓ non-vanishing
    2024/08/25 by Ashay Burungale, Burungale, Ashay A., Wei He +5 · 1 citation
    Mathematics · #Advanced Topics in Algebra #Analytic and geometric function theory #FOS: Mathematics #Holomorphic and Operator Theory #Number Theory (math.NT)
  36. Final assessment of radioactive impurities in the JUNO detector
    2026/07/20 by Thomas Adam, Fengpeng An, Costas Andreopoulos +569
    #physics.ins-det #hep-ex
  37. Convolution for Large Language Models
    2026/07/20 by Yuchuan Tian, Yingte Shu, Wei He +7
    #cs.CL
  38. Advancing All-Weather Building Damage Mapping to the Instance Level: Outcomes and Insights from the 2026 Bright Challenge
    2026/07/23 by Hongruixuan Chen, He Huang, Haifeng Wang +19
    #cs.CV #cs.AI #eess.IV
  39. Diophantine analysis and the Braid group \bf B3
    2026/07/19 by Wei He, Wenhao Lu, Hang Yang +1
    #math.NT