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Dong, Bin

  1. MOTR: End-to-End Multiple-Object Tracking with Transformer
    2021/05/07 by Fangao Zeng, Bin Dong, Zeng, Fangao +8 · 52 citations
    Computer Science · Engineering · #Video Surveillance and Tracking Methods #Human Pose and Action Recognition #Autonomous Vehicle Technology and Safety
  2. PDE-Net: Learning PDEs from Data
    2017/10/26 by Zichao Long, Long, Zichao, Yiping Lu +5 · 42 citations
    Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Neural Networks and Reservoir Computing #Neural Networks and Applications
  3. Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations
    2017/10/27 by Yiping Lu, Lu, Yiping, Aoxiao Zhong +5 · 18 citations
    Computer Science · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
  4. Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View
    2019/06/06 by Yiping Lu, Zhuohan Li, Lu, Yiping +13 · 18 citations
    Computer Science · #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
  5. Herald: A Natural Language Annotated Lean 4 Dataset
    2024/10/09 by Gao, Guoxiong, Wang, Yutong, Jiang, Jiedong +4 · 19 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG)
  6. Meta-MgNet: Meta Multigrid Networks for Solving Parameterized Partial Differential Equations
    2020/10/27 by Yuyan Chen, Chen, Yuyan, Bin Dong +3 · 7 citations
    Physics and Astronomy · Engineering · Mathematics · #Model Reduction and Neural Networks #Advanced Numerical Methods in Computational Mathematics #Numerical methods for differential equations
  7. You Only Propagate Once: Accelerating Adversarial Training via Maximal Principle
    2019/05/02 by Zhang, Dinghuai, Zhang, Tianyuan, Lu, Yiping +2 · 4 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
  8. PDEformer: Towards a Foundation Model for One-Dimensional Partial Differential Equations
    2024/02/20 by Zhanhong Ye, Xiang Huang, Ye, Zhanhong +9 · 8 citations
    Mathematics · #Numerical methods for differential equations
  9. A Semantic Search Engine for Mathlib4
    2024/03/20 by Gao, Guoxiong, Ju, Haocheng, Jiang, Jiedong +2 · 8 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG)
  10. Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models
    2023/05/16 by Boxi Cao, Qiaoyu Tang, Cao, Boxi +13 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  11. Prompt Engineering Through the Lens of Optimal Control
    2023/10/22 by Yifan Luo, Yiming Tang, Luo, Yifan +7 · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  12. Distortion-Corrected Image Reconstruction with Deep Learning on an MRI-Linac
    2022/05/23 by Shan, Shanshan, Gao, Yang, Liu, Paul Z. Y. +5 · 4 citations
    #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
  13. Meta-Auto-Decoder for Solving Parametric Partial Differential Equations
    2021/11/15 by Xiang Huang, Zhanhong Ye, Huang, Xiang +25 · 3 citations
    Engineering · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computational Physics (physics.comp-ph) #Dam Engineering and Safety #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Soil and Unsaturated Flow
  14. MetaInv-Net: Meta Inversion Network for Sparse View CT Image Reconstruction
    2020/05/30 by Haimiao Zhang, Baodong Liu, Zhang, Haimiao +5 · 2 citations
    Engineering · Medicine · #65F10 #68T05 #92B20 #94A08 #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #FOS: Physical sciences #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Medical Physics (physics.med-ph) #Optimization and Control (math.OC) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  15. Feature Space Singularity for Out-of-Distribution Detection
    2020/11/30 by Huang, Haiwen, Li, Zhihan, Wang, Lulu +3 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  16. SOLQ: Segmenting Objects by Learning Queries
    2021/06/04 by Bin Dong, Dong, Bin, Fangao Zeng +7 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Object Detection Techniques
  17. Learning invariance preserving moment closure model for Boltzmann-BGK equation
    2021/10/07 by Zhengyi Li, Li, Zhengyi, Bin Dong +3 · 2 citations
    Engineering · Mathematics · Physics and Astronomy · #Computational Fluid Dynamics and Aerodynamics #FOS: Mathematics #Gas Dynamics and Kinetic Theory #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
  18. Solving Partial Differential Equations with Point Source Based on Physics-Informed Neural Networks
    2021/11/02 by Xiang Huang, Hongsheng Liu, Huang, Xiang +25 · 2 citations
    Decision Sciences · Engineering · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Nuclear Engineering Thermal-Hydraulics #Probabilistic and Robust Engineering Design
  19. Diffusion Model for Generative Image Denoising
    2023/02/05 by Yutong Xie, Minne Yuan, Xie, Yutong +5 · 2 citations
    Computer Science · Engineering · #Image and Signal Denoising Methods #Image Processing Techniques and Applications #Medical Image Segmentation Techniques
  20. Solving Boltzmann equation with neural sparse representation
    2023/02/18 by Zhengyi Li, Li, Zhengyi, Yanli Wang +7 · 2 citations
    Computer Science · Materials Science · Physics and Astronomy · #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning in Materials Science #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
  21. PDEformer-1: A Foundation Model for One-Dimensional Partial Differential Equations
    2024/07/09 by Zhanhong Ye, Ye, Zhanhong, Xiang Huang +13 · 3 citations
    Mathematics · #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods for differential equations
  22. Sparsifying the Fisher Linear Discriminant by Rotation
    2014/08/16 by Ning Hao, Hao, Ning, Bin Dong +3 · 1 citation
    Computer Science · Engineering · #Face and Expression Recognition #Sparse and Compressive Sensing Techniques #Blind Source Separation Techniques
  23. ChatGPT is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models
    2023/03/29 by Bian, Ning, Han, Xianpei, Sun, Le +5 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  24. Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization
    2023/04/01 by Mingze Yuan, Yuan, Mingze, Yingda Xia +29 · 2 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging
  25. State-observation augmented diffusion model for nonlinear assimilation with unknown dynamics
    2024/07/31 by Zhuoyuan Li, Li, Zhuoyuan, Bin Dong +3 · 3 citations
    Earth and Planetary Sciences · Environmental Science · #49N45 #60J60 #62F15 #68T20 #Climate variability and models #FOS: Computer and information sciences #Geophysics and Gravity Measurements #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Meteorological Phenomena and Simulations
  26. Distillation ≈ Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural Network
    2019/10/02 by Bin Dong, Dong, Bin, Jikai Hou +5 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Stochastic Gradient Optimization Techniques
  27. CURE: Curvature Regularization For Missing Data Recovery
    2019/01/28 by Bin Dong, Haocheng Ju, Dong, Bin +5 · 1 citation
    Computer Science · Engineering · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Image and Signal Denoising Methods #Numerical Analysis (math.NA) #Numerical methods in inverse problems #Sparse and Compressive Sensing Techniques
  28. Learning to Discretize: Solving 1D Scalar Conservation Laws via Deep Reinforcement Learning
    2019/05/27 by Yufei Wang, Wang, Yufei, Ziju Shen +5 · 1 citation
    Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
  29. Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assistant: A Review
    2023/11/03 by Mingze Yuan, Yuan, Mingze, Peng Bao +19 · 2 citations
    Medicine · #Artificial Intelligence in Healthcare and Education
  30. Demonstration Notebook: Finding the Most Suited In-Context Learning Example from Interactions
    2024/06/16 by Yiming Tang, Bin Dong, Tang, Yiming +1 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
  31. RODE-Net: Learning Ordinary Differential Equations with Randomness from Data
    2020/06/03 by Liu, Junyu, Long, Zichao, Wang, Ranran +2 · 1 citation
    #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA)
  32. A scalable deep learning approach for solving high-dimensional dynamic optimal transport
    2022/05/16 by Wei Wan, Wan, Wei, Yuejin Zhang +7 · 1 citation
    Energy · Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Energy, Environment, and Transportation Policies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
  33. PDEformer-2: A Versatile Foundation Model for Two-Dimensional Partial Differential Equations
    2025/07/21 by Ye, Zhanhong, Liu, Zining, Wu, Bingyang +7 · 6 citations
    #FOS: Mathematics #Numerical Analysis (math.NA)
  34. Machine learning assisted exploration for affine Deligne-Lusztig varieties
    2023/08/22 by Bin Dong, Dong, Bin, Xuhua He +7 · 1 citation
    Mathematics · Computer Science · Engineering · #Algebraic Geometry and Number Theory #Polynomial and algebraic computation #Advanced Numerical Analysis Techniques
  35. Parallel Transport Convolution: A New Tool for Convolutional Neural Networks on Manifolds
    2018/05/21 by Stefan C. Schonsheck, Bin Dong, Schonsheck, Stefan C. +3 · 1 citation
    Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Traffic Prediction and Management Techniques #Human Pose and Action Recognition
  36. REAL-Prover: Retrieval Augmented Lean Prover for Mathematical Reasoning
    2025/05/27 by Ziju Shen, Shen, Ziju, Fanyi Yang +22 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing
  37. Unsupervised Domain Adaptation in Semantic Segmentation Based on Pixel Alignment and Self-Training
    2021/09/29 by Hexin Dong, Dong, Hexin, F. Richard Yu +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  38. GATE: Graph-based Adaptive Tool Evolution Across Diverse Tasks
    2025/02/20 by Luo, Jianwen, Huang, Yiming, Meng, Jinxiang +7 · 2 citations
    #68T50 #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
  39. Jailbreak Instruction-Tuned LLMs via end-of-sentence MLP Re-weighting
    2024/10/14 by Yifan Luo, Luo, Yifan, Zhennan Zhou +4 · 1 citation
    Computer Science · Social Sciences · #Natural Language Processing Techniques #Digital and Cyber Forensics #Artificial Intelligence in Law
  40. MIRB: Mathematical Information Retrieval Benchmark
    2025/05/21 by Haocheng Ju, Ju, Haocheng, Dong, Bin · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing
  41. Aligning Perception, Reasoning, Modeling and Interaction: A Survey on Physical AI
    2025/10/06 by Xiang, Kun, Zhang, Terry Jingchen, Huang, Yinya +13 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  42. MoColl: Agent-Based Specific and General Model Collaboration for Image Captioning
    2025/01/03 by Yang Pu, Yang, Pu, Bin Dong +1 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Speech and dialogue systems
  43. Translating Informal Proofs into Formal Proofs Using a Chain of States
    2025/12/11 by Ziyu Wang, Wang, Ziyu, Bowen Yang +11 · 1 citation
    Computer Science · #Logic, programming, and type systems #Model-Driven Software Engineering Techniques #Constraint Satisfaction and Optimization
  44. Consistency Diffusion Models for Single-Image 3D Reconstruction with Priors
    2025/01/28 by Chenru Jiang, Jiang, Chenru, Chengrui Zhang +8 · 1 citation
    Computer Science · Medicine · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications
  45. FATE: A Formal Benchmark Series for Frontier Algebra of Multiple Difficulty Levels
    2025/11/04 by Jiang, Jiedong, He, Wanyi, Wang, Yuefeng +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Formal Languages and Automata Theory (cs.FL) #Logic in Computer Science (cs.LO) #Logic, programming, and type systems #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Topic Modeling