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Zhe Xu

  1. Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models
    2025/03/09 by Wenxuan Huang, Huang, Wenxuan, Bohan Jia +16 · 167 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  2. Learn2Reg: comprehensive multi-task medical image registration\n challenge, dataset and evaluation in the era of deep learning
    2021/12/08 by Alessa Hering, Hering, Alessa, Lasse Hansen +97 · 18 citations
    Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  3. MMedAgent: Learning to Use Medical Tools with Multi-modal Agent
    2024/07/02 by Binxu Li, Tiankai Yan, Li, Binxu +18 · 23 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Speech and dialogue systems
  4. Natural Language Understanding and Inference with MLLM in Visual Question Answering: A Survey
    2024/11/26 by Jiayi Kuang, Jingyou Xie, Kuang, Jiayi +15 · 27 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems #Text and Document Classification Technologies
  5. Pathological findings of COVID-19 associated with acute respiratory distress syndrome
    2020/02/18 by Zhe Xu, Lei Shi, Yijin Wang +17 · 22 citations
    Medicine · #COVID-19 Clinical Research Studies #Long-Term Effects of COVID-19 #SARS-CoV-2 and COVID-19 Research
  6. Discrete-state Continuous-time Diffusion for Graph Generation
    2024/05/19 by Zhe Xu, Xu, Zhe, Ruizhong Qiu +15 · 13 citations
    Computer Science · #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Neural Networks and Reservoir Computing
  7. Joint Inference of Reward Machines and Policies for Reinforcement Learning
    2019/09/12 by Zhe Xu, Xu, Zhe, Ivan Gavran +11 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Algorithms #Receptor Mechanisms and Signaling #Reinforcement Learning in Robotics
  8. Microplastics have a more profound impact than elevated temperatures on the predatory performance, digestion and energy metabolism of an Amazonian cichlid
    2017/12/26 by Bin Wen, Nan Zhang, Shi-Rong Jin +7 · 3 citations
    Environmental Science · Biochemistry, Genetics and Molecular Biology · #Microplastics and Plastic Pollution #Environmental Toxicology and Ecotoxicology #Zebrafish Biomedical Research Applications
  9. Class-Imbalanced Graph Learning without Class Rebalancing
    2023/08/27 by Zhining Liu, Ruizhong Qiu, Liu, Zhining +17 · 6 citations
    Social Sciences · Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Computing and Algorithms #Machine Learning in Bioinformatics #Advanced Graph Neural Networks
  10. MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning
    2025/04/14 by Zhaopeng Feng, Shaosheng Cao, Feng, Zhaopeng +16 · 10 citations
    Computer Science · #Natural Language Processing Techniques
  11. DetectiveQA: Evaluating Long-Context Reasoning on Detective Novels
    2024/09/04 by Zhe Xu, Xu, Zhe, Jiasheng Ye +19 · 1 voice · 4 citations
    Computer Science · #Advanced Text Analysis Techniques #Natural Language Processing Techniques #Topic Modeling #cs.CL
  12. A Deep Value-network Based Approach for Multi-Driver Order Dispatching
    2021/06/08 by Xiaocheng Tang, Tang, Xiaocheng, Zhiwei Qin +13 · 2 citations
    Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic control and management #Transportation Planning and Optimization #Transportation and Mobility Innovations
  13. All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation
    2021/09/28 by Zhe Xu, Yixin Wang, Xu, Zhe +15 · 2 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 #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimodal Machine Learning Applications #electronic engineering #information engineering
  14. Part-Stacked CNN for Fine-Grained Visual Categorization
    2015/12/26 by Shaoli Huang, Huang, Shaoli, Zhe Xu +5 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications
  15. Using Large Language Models to Automate and Expedite Reinforcement Learning with Reward Machine
    2024/02/11 by Shayan Meshkat Alsadat, Alsadat, Shayan Meshkat, Jean-Raphaël Gaglione +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  16. Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image Segmentation
    2022/11/26 by Wentao Pan, Jiangpeng Yan, Pan, Wentao +11 · 2 citations
    Computer Science · Medicine · #AI in cancer detection #Digital Imaging for Blood Diseases #Cervical Cancer and HPV Research
  17. Calliope-Net: Automatic Generation of Graph Data Facts via Annotated Node-link Diagrams
    2023/08/12 by Qing Chen, Nan Chen, Chen, Qing +11 · 2 citations
    Computer Science · Physics and Astronomy · #Advanced Text Analysis Techniques #Complex Network Analysis Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  18. Dynamic Sparse Training: Find Efficient Sparse Network From Scratch With Trainable Masked Layers
    2020/05/14 by Junjie Liu, Liu, Junjie, Zhe Xu +7 · 2 citations
    Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Music and Audio Processing #Neural Networks and Applications
  19. Imaging and spectroscopic observations of a confined solar filament eruption with two-stage evolution
    2024/03/19 by Zhe Xu, Xu, Zhe, Xiaoli Yan +9 · 2 citations
    Physics and Astronomy · Engineering · #Solar and Space Plasma Dynamics #solar cell performance optimization
  20. Noisy Labels are Treasure: Mean-Teacher-Assisted Confident Learning for Hepatic Vessel Segmentation
    2021/06/03 by Zhe Xu, Donghuan Lu, Xu, Zhe +13 · 1 citation
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  21. Deformer: Towards Displacement Field Learning for Unsupervised Medical Image Registration
    2022/07/07 by Jiashun Chen, Donghuan Lu, Chen, Jiashun +12 · 1 citation
    Computer Science · Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  22. Emerging Cyber Attack Risks of Medical AI Agents
    2025/04/02 by Jianing Qiu, Lin Li, Qiu, Jianing +10 · 3 citations
    Computer Science · Medicine · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI
  23. Local Euler characteristics of An-singularities and their application to hyperbolicity
    2023/12/04 by Nils Bruin, Nathan Ilten, Zhe Xu · 1 citation
    Mathematics · #math.AG #math.NT
  24. Pontryagin Neural Operator for Solving Parametric General-Sum Differential Games
    2024/01/03 by Lei Zhang, Mukesh Ghimire, Zhang, Lei +7 · 1 citation
    Computer Science · Physics and Astronomy · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Robotics (cs.RO)
  25. Spatial–Temporal Diversity of Extrachromosomal DNA Shapes Urothelial Carcinoma Evolution and the Tumor Immune Microenvironment
    2025/03/07 by Wei Lv, Yuchen Zeng, Conghui Li +37 · 1 voice · 1 citation
    Medicine · #Bladder and Urothelial Cancer Treatments #Cancer Immunotherapy and Biomarkers #Genetic factors in colorectal cancer
  26. An End-to-End Reinforcement Learning Based Approach for Micro-View Order-Dispatching in Ride-Hailing
    2024/08/20 by Xiaohe Yue, Yiran Liu, Yue, Xinlang +11 · 1 citation
    Engineering · #Artificial Intelligence (cs.AI) #Electric Vehicles and Infrastructure #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic control and management #Transportation and Mobility Innovations
  27. Accurate and Compact Convolutional Neural Networks with Trained Binarization
    2019/09/25 by Zhe Xu, Xu, Zhe, Ray C. C. Cheung +1 · 1 citation
    Computer Science · #Neural Networks and Applications #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
  28. Reinforcement Learning with Temporal-Logic-Based Causal Diagrams
    2023/06/23 by Yash Paliwal, Rajarshi Roy, Paliwal, Yash +13 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #FOS: Computer and information sciences #Formal Languages and Automata Theory (cs.FL) #Formal Methods in Verification #Optimization and Search Problems
  29. Discovering Pathology Rationale and Token Allocation for Efficient Multimodal Pathology Reasoning
    2025/05/21 by Zhe Xu, Cheng Jin, Xu, Zhe +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  30. Intent-driven In-context Learning for Few-shot Dialogue State Tracking
    2024/12/04 by Zihao Yi, Zhe Xu, Yi, Zihao +3 · 1 citation
    Computer Science · #Context-Aware Activity Recognition Systems #Speech and dialogue systems #Seismology and Earthquake Studies
  31. OmniVAE: An Audio-Video VAE with Cross-Modal Alignment for Joint Generation
    2026/07/26 by Jun Zhan, Chen Yang, Yitian Gong +23
    #cs.SD #cs.CV
  32. PowerScale: Energy-Efficient Geo-Distributed Model Training with Federated Datacenter Power
    2026/07/28 by Talha Mehboob, Zhe Xu, Michael Zink +1
    #cs.DC
  33. The Case Against Generation for Retrieval: Discriminative Language Models as Effective Retrievers
    2026/07/28 by Zhe Xu, Prachi Agrawal, Kavosh Asadi +17
    #cs.IR
  34. Tokenizing Numerical and Embedding Features for LLM RecSys
    2026/07/28 by Zhe Xu, Ankit Peshin, Chiyu Zhang +7
    #cs.IR #cs.LG
  35. Observations of a Solar Jet Triggered by Reconnection between Super-penumbral Fibrils and a Mini-filament
    2026/07/29 by Liheng Yang, Xiaoli Yan, Qingmin Zhang +10
    Physics and Astronomy · #astro-ph.SR