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Xu, Zhe

  1. Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models
    2025/03/09 by Wenxuan Huang, Bohan Jia, Huang, Wenxuan +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. A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems
    2024/02/28 by Yi, Zihao, Ouyang, Jiarui, Xu, Zhe +4 · 47 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  3. Learn2Reg: comprehensive multi-task medical image registration\n challenge, dataset and evaluation in the era of deep learning
    2021/12/08 by Alessa Hering, Lasse Hansen, Hering, Alessa +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
  4. VLABench: A Large-Scale Benchmark for Language-Conditioned Robotics Manipulation with Long-Horizon Reasoning Tasks
    2024/12/24 by Zhang, Shiduo, Xu, Zhe, Liu, Peiju +8 · 37 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  5. 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
  6. 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
  7. Discrete-state Continuous-time Diffusion for Graph Generation
    2024/05/19 by Zhe Xu, Ruizhong Qiu, Xu, Zhe +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
  8. Data Augmentation for Deep Graph Learning: A Survey
    2022/02/16 by Ding, Kaize, Xu, Zhe, Tong, Hanghang +1 · 5 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Joint Inference of Reward Machines and Policies for Reinforcement Learning
    2019/09/12 by Zhe Xu, Ivan Gavran, Xu, Zhe +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
  10. Transfer of Temporal Logic Formulas in Reinforcement Learning
    2019/09/10 by Xu, Zhe, Topcu, Ufuk · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  11. 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
  12. Active Finite Reward Automaton Inference and Reinforcement Learning Using Queries and Counterexamples
    2020/06/28 by Xu, Zhe, Wu, Bo, Ojha, Aditya +2 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning
    2025/04/14 by Zhaopeng Feng, Feng, Zhaopeng, Shaosheng Cao +16 · 10 citations
    Computer Science · #Natural Language Processing Techniques
  14. DetectiveQA: Evaluating Long-Context Reasoning on Detective Novels
    2024/09/04 by Zhe Xu, Jiasheng Ye, Xu, Zhe +19 · 1 voice · 4 citations
    Computer Science · #Advanced Text Analysis Techniques #Natural Language Processing Techniques #Topic Modeling #cs.CL
  15. Ask, and it shall be given: On the Turing completeness of prompting
    2024/11/04 by Qiu, Ruizhong, Xu, Zhe, Bao, Wenxuan +1 · 6 citations
    #Computational Complexity (cs.CC) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. 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
  17. All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation
    2021/09/28 by Zhe Xu, Xu, Zhe, Yixin Wang +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
  18. Part-Stacked CNN for Fine-Grained Visual Categorization
    2015/12/26 by Shaoli Huang, Zhe Xu, Huang, Shaoli +5 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications
  19. Using Large Language Models to Automate and Expedite Reinforcement Learning with Reward Machine
    2024/02/11 by Shayan Meshkat Alsadat, Jean-Raphaël Gaglione, Alsadat, Shayan Meshkat +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
  20. Diversified and Personalized Multi-rater Medical Image Segmentation
    2024/03/20 by Wu, Yicheng, Luo, Xiangde, Xu, Zhe +5 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image Segmentation
    2022/11/26 by Wentao Pan, Pan, Wentao, Jiangpeng Yan +11 · 2 citations
    Computer Science · Medicine · #AI in cancer detection #Digital Imaging for Blood Diseases #Cervical Cancer and HPV Research
  22. Learning Interpretable Temporal Properties from Positive Examples Only
    2022/09/06 by Roy, Rajarshi, Gaglione, Jean-Raphaël, Baharisangari, Nasim +3 · 2 citations
    #Artificial Intelligence (cs.AI) #F.4.1 #FOS: Computer and information sciences #I.2.6 #Logic in Computer Science (cs.LO)
  23. VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models
    2025/03/10 by Ruan, Jiacheng, Yuan, Wenzhen, Gao, Xian +6 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. 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)
  25. Dynamic Sparse Training: Find Efficient Sparse Network From Scratch With Trainable Masked Layers
    2020/05/14 by Junjie Liu, Zhe Xu, Liu, Junjie +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
  26. Imaging and spectroscopic observations of a confined solar filament eruption with two-stage evolution
    2024/03/19 by Zhe Xu, Xiaoli Yan, Xu, Zhe +9 · 2 citations
    Physics and Astronomy · Engineering · #Solar and Space Plasma Dynamics #solar cell performance optimization
  27. Minimizing the Information Leakage Regarding High-Level Task Specifications
    2019/11/22 by Hibbard, Michael, Savas, Yagis, Xu, Zhe +1 · 1 citation
    #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
  28. Semi-supervised Semantic Segmentation Meets Masked Modeling:Fine-grained Locality Learning Matters in Consistency Regularization
    2023/12/14 by Pan, Wentao, Xu, Zhe, Yan, Jiangpeng +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. Value Approximation for Two-Player General-Sum Differential Games with State Constraints
    2023/11/28 by Zhang, Lei, Ghimire, Mukesh, Zhang, Wenlong +2 · 2 citations
    #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  30. 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
  31. A Versatile Pathology Co-pilot via Reasoning Enhanced Multimodal Large Language Model
    2025/07/23 by Xu, Zhe, Liu, Ziyi, Hou, Junlin +13 · 4 citations
    #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) #electronic engineering #information engineering
  32. Incomplete electromagnetic response of hot QCD matter
    2021/10/27 by Wang, Zeyan, Zhao, Jiaxing, Greiner, Carsten +2 · 1 citation
    #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Nuclear Theory (nucl-th)
  33. 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
  34. Redefining Machine Translation on Social Network Services with Large Language Models
    2025/04/10 by Guo, Hongcheng, Zhao, Fei, Cao, Shaosheng +8 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  35. THeGCN: Temporal Heterophilic Graph Convolutional Network
    2024/12/21 by Yan, Yuchen, Chen, Yuzhong, Chen, Huiyuan +6 · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  36. Emerging Cyber Attack Risks of Medical AI Agents
    2025/04/02 by Jianing Qiu, Qiu, Jianing, Lin Li +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
  37. Flow Matching Meets Biology and Life Science: A Survey
    2025/07/23 by Li, Zihao, Zeng, Zhichen, Lin, Xiao +9 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. Simultaneous observations of a breakout current sheet and a flare current sheet in a coronal jet event
    2024/01/04 by Yang, Liheng, Yan, Xiaoli, Xue, Zhike +5 · 1 citation
    #FOS: Physical sciences #Solar and Stellar Astrophysics (astro-ph.SR)
  39. Pontryagin Neural Operator for Solving Parametric General-Sum Differential Games
    2024/01/03 by Lei Zhang, Zhang, Lei, Mukesh Ghimire +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)
  40. An End-to-End Reinforcement Learning Based Approach for Micro-View Order-Dispatching in Ride-Hailing
    2024/08/20 by Xiaohe Yue, Yue, Xinlang, Yiran Liu +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
  41. 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
  42. Reinforcement Learning with Temporal-Logic-Based Causal Diagrams
    2023/06/23 by Yash Paliwal, Paliwal, Yash, Rajarshi Roy +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
  43. Discovering Pathology Rationale and Token Allocation for Efficient Multimodal Pathology Reasoning
    2025/05/21 by Zhe Xu, Xu, Zhe, Cheng Jin +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
  44. 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
  45. MT3: Scaling MLLM-based Text Image Machine Translation via Multi-Task Reinforcement Learning
    2025/05/26 by Zhaopeng Feng, Yupu Liang, Feng, Zhaopeng +16 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  46. MindGYM: What Matters in Question Synthesis for Thinking-Centric Fine-Tuning?
    2025/03/12 by Xu, Zhe, Chen, Daoyuan, Ling, Zhenqing +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences