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Zhou, Tao

  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 · 1354 citations
    #cs.CL #cs.AI
  2. PraNet: Parallel Reverse Attention Network for Polyp Segmentation
    2020/06/13 by Fan, Deng-Ping, Ji, Ge-Peng, Zhou, Tao +4 · 40 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  3. Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images
    2020/04/22 by Fan, Deng-Ping, Zhou, Tao, Ji, Ge-Peng +5 · 11 citations
    #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) #electronic engineering #information engineering
  4. Failure-informed adaptive sampling for PINNs
    2022/10/01 by Zhiwei Gao, Gao, Zhiwei, Liang Yan +3 · 14 citations
    Computer Science · Engineering · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Machine Learning and ELM #Model Reduction and Neural Networks #Non-Destructive Testing Techniques #Numerical Analysis (math.NA)
  5. Context-aware Cross-level Fusion Network for Camouflaged Object Detection
    2021/05/26 by Sun, Yujia, Chen, Geng, Zhou, Tao +2 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. Specificity-preserving RGB-D Saliency Detection
    2021/08/18 by Zhou, Tao, Fan, Deng-Ping, Chen, Geng +2 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. Deep learning at the edge enables real-time streaming ptychographic imaging
    2022/09/20 by Babu, Anakha V, Zhou, Tao, Kandel, Saugat +15 · 8 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  8. Hi-Net: Hybrid-fusion Network for Multi-modal MR Image Synthesis
    2020/02/11 by Zhou, Tao, Fu, Huazhu, Chen, Geng +2 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  9. Characterizing cycle structure in complex networks
    2020/01/22 by Tianlong Fan, Linyuan Lü, Fan, Tianlong +5 · 6 citations
    Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Combinatorics (math.CO) #Complex Network Analysis Techniques #Data Analysis #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Gene Regulatory Network Analysis #Networking and Internet Architecture (cs.NI) #Opinion Dynamics and Social Influence #Physics and Society (physics.soc-ph) #Statistics and Probability (physics.data-an)
  10. An efficient numerical algorithm for solving data driven feedback control problems
    2020/06/04 by Archibald, Richard, Bao, Feng, Yong, Jiongmin +1 · 3 citations
    #FOS: Mathematics #Optimization and Control (math.OC)
  11. Failure-informed adaptive sampling for PINNs, Part II: combining with re-sampling and subset simulation
    2023/02/03 by Gao, Zhiwei, Tang, Tao, Yan, Liang +1 · 4 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Numerical Analysis (math.NA)
  12. SegRap2023: A Benchmark of Organs-at-Risk and Gross Tumor Volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma
    2023/12/15 by Xiangde Luo, Jia Fu, Luo, Xiangde +80 · 5 citations
    Medicine · Physics and Astronomy · #Advanced Radiotherapy Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Head and Neck Cancer Studies #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  13. MM-Retinal: Knowledge-Enhanced Foundational Pretraining with Fundus Image-Text Expertise
    2024/05/20 by Ruiqi Wu, Wu, Ruiqi, Chenran Zhang +9 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
  14. ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation
    2022/03/17 by Bei Li, Quan Du, Li, Bei +17 · 3 citations
    Computer Science · Physics and Astronomy · #Natural Language Processing Techniques #Model Reduction and Neural Networks #Topic Modeling
  15. Camouflaged Object Detection via Context-aware Cross-level Fusion
    2022/07/27 by Geng Chen, Chen, Geng, Liu, Si-Jie +8 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Visual Attention and Saliency Detection
  16. Opportunities for Retrieval and Tool Augmented Large Language Models in Scientific Facilities
    2023/12/03 by Michael H. Prince, Henry Chan, Prince, Michael H. +15 · 5 citations
    Computer Science · Decision Sciences · Materials Science · #Accelerator Physics (physics.acc-ph) #Applied Physics (physics.app-ph) #Computational Engineering #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Instrumentation and Detectors (physics.ins-det) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Research Data Management Practices #Scientific Computing and Data Management #and Science (cs.CE)
  17. Frequency-adaptive Multi-scale Deep Neural Networks
    2024/09/28 by Jizu Huang, Huang, Jizu, Rukang You +3 · 8 citations
    Computer Science · #Neural Networks and Applications
  18. Demonstration of an AI-driven workflow for autonomous high-resolution scanning microscopy
    2023/01/12 by Saugat Kandel, Kandel, Saugat, Tao Zhou +17 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Materials Science · #Advanced Electron Microscopy Techniques and Applications #Applied Physics (physics.app-ph) #Electronic and Structural Properties of Oxides #FOS: Physical sciences #Instrumentation and Detectors (physics.ins-det) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
  19. An adaptive surrogate modeling based on deep neural networks for large-scale Bayesian inverse problems
    2019/11/20 by Liang Yan, Yan, Liang, Zhou, Tao · 2 citations
    Computer Science · Decision Sciences · Physics and Astronomy · #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Probabilistic and Robust Engineering Design
  20. Adaptive operator learning for infinite-dimensional Bayesian inverse problems
    2023/10/27 by Zhiwei Gao, Gao, Zhiwei, Liang Yan +2 · 3 citations
    Computer Science · Physics and Astronomy · Mathematics · #Gaussian Processes and Bayesian Inference #Model Reduction and Neural Networks #Numerical methods in inverse problems
  21. On discrete least square projection in unbounded domain with random evaluations and its application to parametric uncertainty quantification
    2014/03/26 by Tang, Tao, Zhou, Tao · 1 citation
    #FOS: Mathematics #Numerical Analysis (math.NA)
  22. Promotion and resignation in employee networks
    2015/02/14 by Yuan, Jia, Zhang, Qian-Ming, Gao, Jian +4 · 1 citation
    #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
  23. Stochastic collocation methods via L1 minimization using randomized quadratures
    2016/02/02 by Guo, Ling, Narayan, Akil, Zhou, Tao +1 · 1 citation
    #FOS: Mathematics #Numerical Analysis (math.NA)
  24. Mechanism Design in Social Networks
    2017/02/13 by Li, Bin, Hao, Dong, Zhao, Dengji +1 · 1 citation
    #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences
  25. Energy based diffusion generator for efficient sampling of Boltzmann distributions
    2024/01/04 by Wang, Yan, Guo, Ling, Wu, Hao +1 · 2 citations
    #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  26. Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image Segmentation
    2024/12/18 by Kaiwen Huang, Tao Zhou, Huang, Kaiwen +11 · 5 citations
    Neuroscience · #Brain Tumor Detection and Classification
  27. Predicting Academic Performance for College Students: A Campus Behavior Perspective
    2019/03/15 by Yao, Huaxiu, Lian, Defu, Cao, Yi +2 · 1 citation
    #Computers and Society (cs.CY) #FOS: Computer and information sciences
  28. PokerGPT: An End-to-End Lightweight Solver for Multi-Player Texas Hold'em via Large Language Model
    2024/01/04 by Chenghao Huang, Huang, Chenghao, Yanbo Cao +7 · 2 citations
    Computer Science · Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence in Games #Sports Analytics and Performance #Digital Games and Media
  29. Memory-Assisted Sub-Prototype Mining for Universal Domain Adaptation
    2023/10/09 by Yuxiang Lai, Yi Zhou, Lai, Yuxiang +5 · 2 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Respiratory viral infections research
  30. Lowest Degree Decomposition of Complex Networks
    2020/02/13 by Yu, Yong, Jing, Ming, Zhao, Na +1 · 1 citation
    #Combinatorics (math.CO) #Data Analysis #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #Statistics and Probability (physics.data-an)
  31. ParaDiag: parallel-in-time algorithms based on the diagonalization technique
    2020/05/19 by Gander, Martin J., Liu, Jun, Wu, Shu-Lin +2 · 1 citation
    #FOS: Mathematics #Numerical Analysis (math.NA)
  32. IB-UQ: Information bottleneck based uncertainty quantification for neural function regression and neural operator learning
    2023/02/07 by Guo, Ling, Wu, Hao, Zhou, Wenwen +2 · 3 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
  33. Predicting ptychography probe positions using single-shot phase retrieval neural network
    2024/05/31 by Du, Ming, Zhou, Tao, Deng, Junjing +3 · 3 citations
    #94A08 #Applied Physics (physics.app-ph) #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #I.4.0 #Statistics and Probability (physics.data-an)
  34. Dynamic Fusion based Federated Learning for COVID-19 Detection
    2020/09/22 by Weishan Zhang, Zhang, Weishan, Tao Zhou +15 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  35. X-ray Nano-imaging of a Heterogeneous Structural Phase Transition in V2O3
    2024/03/15 by Ziming Shao, Shao, Ziming, Aileen Luo +13 · 2 citations
    Materials Science · #Electron and X-Ray Spectroscopy Techniques #FOS: Physical sciences #Ga2O3 and related materials #Materials Science (cond-mat.mtrl-sci) #Transition Metal Oxide Nanomaterials
  36. Decaying sterile neutrinos at short baselines
    2024/06/06 by Hostert, Matheus, Kelly, Kevin J., Zhou, Tao · 2 citations
    #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph)
  37. Weighted approximate Fekete points: Sampling for least-squares polynomial approximation
    2017/08/03 by Guo, Ling, Narayan, Akil, Yan, Liang +1 · 1 citation
    #41A10 #65D10 #FOS: Mathematics #Numerical Analysis (math.NA)
  38. Information Cocoons in Online Navigation
    2021/09/14 by Hou, Lei, Pan, Xue, Liu, Kecheng +3 · 1 citation
    #FOS: Computer and information sciences #FOS: Physical sciences #Information Retrieval (cs.IR) #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
  39. Beyond Pairwise Interactions: Unveiling the Role of Higher-Order Interactions via Stepwise Reduction
    2024/11/08 by Bian, Junhap, Zhou, Tao, Bi, Yilin · 3 citations
    #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
  40. Consistency and Diversity induced Human Motion Segmentation
    2022/02/10 by Zhou, Tao, Fu, Huazhu, Gong, Chen +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  41. Threshold solutions for the focusing generalized Hartree equations
    2022/04/04 by Tao Zhou, Zhou, Tao · 1 citation
    Mathematics · Physics and Astronomy · #Advanced Mathematical Physics Problems #Quantum Chromodynamics and Particle Interactions #High-Energy Particle Collisions Research
  42. Segregation in Religion Networks
    2018/02/16 by Hu, Jiantao, Zhang, Qian-Ming, Zhou, Tao · 1 citation
    #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
  43. Exploring the Interplay Between Video Generation and World Models in Autonomous Driving: A Survey
    2024/11/05 by Ao Fu, Yi Zhou, Fu, Ao +13 · 2 citations
    Engineering · #Autonomous Vehicle Technology and Safety
  44. Long-lived vectors from electromagnetic cascades at SHiP
    2024/12/02 by Tao Zhou, Ryan Plestid, Zhou, Tao +7 · 2 citations
    Physics and Astronomy · Computer Science · #Dark Matter and Cosmic Phenomena #Particle physics theoretical and experimental studies #Computational Physics and Python Applications
  45. Identifying discreditable firms in a large-scale ownership network
    2022/11/24 by Tao Zhou, Zhou, Tao, Yan-Li Lee +11 · 1 citation
    Business, Management and Accounting · #FinTech, Crowdfunding, Digital Finance
  46. SOC-MartNet: A Martingale Neural Network for the Hamilton-Jacobi-Bellman Equation without Explicit inf H in Stochastic Optimal Controls
    2024/05/06 by Wei Cai, Cai, Wei, Shuixin Fang +2 · 3 citations
    Computer Science · Physics and Astronomy · #FOS: Mathematics #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA)
  47. Uncovering multi-order Popularity and Similarity Mechanisms in Link Prediction by graphlet predictors
    2024/08/18 by He, Yong-Jian, Ran, Yijun, Di, Zengru +2 · 2 citations
    #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
  48. SamDSK: Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image Segmentation
    2023/08/26 by Yizhe Zhang, Tao Zhou, Zhang, Yizhe +9 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Cutaneous Melanoma Detection and Management #Radiomics and Machine Learning in Medical Imaging
  49. Operating advanced scientific instruments with AI agents that learn on the job
    2025/08/27 by Aikaterini Vriza, Michael H. Prince, Vriza, Aikaterini +7 · 2 citations
    Decision Sciences · Materials Science · Medicine · #Artificial Intelligence in Healthcare and Education #FOS: Physical sciences #Instrumentation and Detectors (physics.ins-det) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Scientific Computing and Data Management
  50. Impurity effect as a probe for the pairing symmetry of graphene-based superconductors
    2018/03/15 by Yuan-Qiao Li, Tao Zhou, Li, Yuan-Qiao +1 · 1 citation
    Materials Science · Physics and Astronomy · #FOS: Physical sciences #Graphene research and applications #Quantum and electron transport phenomena #Superconductivity (cond-mat.supr-con) #Surface and Thin Film Phenomena
  51. Stroboscopic X-ray Diffraction Microscopy of Dynamic Strain in Diamond Thin-film Bulk Acoustic Resonators for Quantum Control of Nitrogen Vacancy Centers
    2023/12/11 by D'Addario, Anthony, Kuan, Johnathan, Opondo, Noah F. +5 · 1 citation
    #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
  52. GRB 220408B: A Three-Episode Burst from a Precessing Jet
    2023/02/07 by Zijian Zhang, Yihan Yin, Zhang, Zijian +56 · 1 citation
    Physics and Astronomy · #Gamma-ray bursts and supernovae #Astro and Planetary Science #Astronomy and Astrophysical Research
  53. Bridging the User-side Knowledge Gap in Knowledge-aware Recommendations with Large Language Models
    2024/12/18 by Zheng Hu, Hu, Zheng, Zhe Li +12 · 2 citations
    Computer Science · #Recommender Systems and Techniques #Topic Modeling #Advanced Graph Neural Networks
  54. Comparing discriminating abilities of evaluation metrics in link prediction
    2024/01/08 by Xinshan Jiao, Shuyan Wan, Jiao, Xinshan +13 · 2 citations
    Computer Science · Physics and Astronomy · #Advanced Clustering Algorithms Research #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Social and Information Networks (cs.SI) #Statistics and Probability (physics.data-an)
  55. Time parallelization for hyperbolic and parabolic problems
    2025/03/15 by Gander, Martin J., Wu, Shu-Lin, Zhou, Tao · 2 citations
    #65M12 #65M15 #65M55 #65Y05 #FOS: Mathematics #Numerical Analysis (math.NA)
  56. AI-enabled Lorentz microscopy for quantitative imaging of nanoscale magnetic spin textures
    2023/07/18 by McCray, Arthur R. C., Zhou, Tao, Kandel, Saugat +3 · 1 citation
    #Applied Physics (physics.app-ph) #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
  57. Towards Ground-truth-free Evaluation of Any Segmentation in Medical Images
    2024/09/23 by Senbi, Ahjol, Huang, Tianyu, Lyu, Fei +8 · 1 citation
    #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) #electronic engineering #information engineering
  58. SimTxtSeg: Weakly-Supervised Medical Image Segmentation with Simple Text Cues
    2024/06/27 by Yuxin Xie, Tao Zhou, Xie, Yuxin +5 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  59. Continual Retinal Vision-Language Pre-training upon Incremental Imaging Modalities
    2025/06/24 by Yuang Yao, Ruiqi Wu, Yao, Yuang +5 · 2 citations
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Imaging and Analysis
  60. Deep random difference method for high-dimensional quasilinear parabolic partial differential equations
    2025/06/25 by Wei Cai, Cai, Wei, Shuixin Fang +3 · 4 citations
    Computer Science · #Image Processing and 3D Reconstruction
  61. Effective perpendicular electric field as a probe for interlayer pairing in ambient-pressure superconducting La2.85Pr0.15Ni2O7 thin films
    2025/03/31 by Huang, Junkang, Zhou, Tao · 1 citation
    #FOS: Physical sciences #Strongly Correlated Electrons (cond-mat.str-el) #Superconductivity (cond-mat.supr-con)
  62. MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining
    2025/01/27 by Ruiqi Wu, Na Su, Wu, Ruiqi +20 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Text Readability and Simplification
  63. Nonradial stability of self-similar blowup to Keller-Segel equation in three dimensions
    2025/01/13 by Li, Zexing, Zhou, Tao · 1 citation
    #Analysis of PDEs (math.AP) #FOS: Mathematics