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Ran Xu

  1. ULIP: Learning a Unified Representation of Language, Images, and Point Clouds for 3D Understanding
    2022/12/10 by Le Xue, Mingfei Gao, Xue, Le +15 · 35 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  2. UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild
    2023/05/18 by Can Qin, Shu Zhang, Qin, Can +23 · 29 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  3. HIVE: Harnessing Human Feedback for Instructional Visual Editing
    2023/03/16 by Shu Zhang, Xinyi Yang, Zhang, Shu +21 · 24 citations
    Computer Science · #Multimodal Machine Learning Applications
  4. MapGPT: Map-Guided Prompting with Adaptive Path Planning for Vision-and-Language Navigation
    2024/01/14 by Jiaqi Chen, Chen, Jiaqi, Bingqian Lin +8 · 24 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics (cs.RO)
  5. xGen-MM (BLIP-3): A Family of Open Large Multimodal Models
    2024/08/16 by Le Xue, Manli Shu, Xue, Le +57 · 32 citations
    Computer Science · #Speech and dialogue systems #Multi-Agent Systems and Negotiation
  6. MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens
    2024/06/17 by Anas Awadalla, Awadalla, Anas, Le Xue +26 · 1 voice · 7 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CV #cs.LG
  7. xLAM: A Family of Large Action Models to Empower AI Agent Systems
    2024/09/05 by Jianguo Zhang, Tian Lan, Zhang, Jianguo +41 · 28 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation
  8. EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records
    2024/01/13 by Wenqi Shi, Ran Xu, Shi, Wenqi +17 · 19 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
  9. Use All The Labels: A Hierarchical Multi-Label Contrastive Learning Framework
    2022/04/27 by Shu Zhang, Ran Xu, Zhang, Shu +5 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Text and Document Classification Technologies
  10. Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization
    2023/08/04 by Weiran Yao, Shelby Heinecke, Yao, Weiran +27 · 9 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  11. FOFO: A Benchmark to Evaluate LLMs' Format-Following Capability
    2024/02/28 by Congying Xia, Chen Xing, Xia, Congying +13 · 10 citations
    Computer Science · #Library Science and Information Systems
  12. GTA1: GUI Test-time Scaling Agent
    2025/07/08 by Yanqiang Yang, Dongxu Li, Yang, Yan +25 · 40 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Social Robot Interaction and HRI
  13. OpenFOAMGPT 2.0: end-to-end, trustworthy automation for computational fluid dynamics
    2025/04/27 by Jingsen Feng, Ran Xu, Feng, Jingsen +3 · 1 voice · 4 citations
    Decision Sciences · Computer Science · Engineering · #physics.flu-dyn
  14. Tackling Data Heterogeneity in Federated Learning with Class Prototypes
    2022/12/06 by Yutong Dai, Zeyuan Chen, Dai, Yutong +9 · 6 citations
    Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  15. A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises
    2023/06/07 by Hejie Cui, Jiaying Lu, Cui, Hejie +26 · 4 citations
    Computer Science · Health Professions · #68T09 #68T30 #68T50 #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.4 #I.2.6 #I.2.7 #J.3 #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  16. Proposal Learning for Semi-Supervised Object Detection
    2020/01/15 by Peng Tang, Chetan Ramaiah, Tang, Peng +7 · 3 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 #Multimodal Machine Learning Applications
  17. The clinical value of using chloroquine or hydroxychloroquine as autophagy inhibitors in the treatment of cancers
    2018/11/01 by Ran Xu, Ziyi Ji, Chen Xu +2 · 2 citations
    Medicine · Biochemistry, Genetics and Molecular Biology · #Autophagy in Disease and Therapy #Cell death mechanisms and regulation #Endoplasmic Reticulum Stress and Disease
  18. Deformer: Dynamic Fusion Transformer for Robust Hand Pose Estimation
    2023/03/09 by Qichen Fu, Xingyu Liu, Fu, Qichen +7 · 3 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Stroke Rehabilitation and Recovery
  19. GlueGen: Plug and Play Multi-modal Encoders for X-to-image Generation
    2023/03/17 by Can Qin, Ning Yu, Qin, Can +15 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  20. xGen-MM-Vid (BLIP-3-Video): You Only Need 32 Tokens to Represent a Video Even in VLMs
    2024/10/21 by Michael S. Ryoo, Honglu Zhou, Ryoo, Michael S. +19 · 5 citations
    Computer Science · Engineering · Medicine · #Neural Networks and Reservoir Computing #Optical Coherence Tomography Applications #Retinal Imaging and Analysis
  21. ProVision: Programmatically Scaling Vision-centric Instruction Data for Multimodal Language Models
    2024/12/09 by Jieyu Zhang, Zhang, Jieyu, Le Xue +25 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Speech and dialogue systems
  22. CoAct-1: Computer-using Multi-Agent System with Coding Actions
    2025/08/05 by Li Song, Song, Linxin, Yutong Dai +21 · 9 citations
    Computer Science · #Multi-Agent Systems and Negotiation
  23. MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science
    2025/06/04 by Ran Xu, Xu, Ran, Yuchen Zhuang +29 · 6 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  24. RoseRAG: Robust Retrieval-augmented Generation with Small-scale LLMs via Margin-aware Preference Optimization
    2025/02/16 by T. Liu, Haoxiang Jiang, Liu, Tianci +13 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  25. Field Extraction from Forms with Unlabeled Data
    2021/10/08 by Mingfei Gao, Zeyuan Chen, Gao, Mingfei +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction #Music and Audio Processing
  26. BLIP3o-NEXT: Next Frontier of Native Image Generation
    2025/10/17 by Jiuhai Chen, Chen, Jiuhai, Le Xue +27 · 12 citations
    Computer Science · Arts and Humanities · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Digital Humanities and Scholarship #Cell Image Analysis Techniques
  27. Neighborhood-Regularized Self-Training for Learning with Few Labels
    2023/01/10 by Ran Xu, Yue Yu, Xu, Ran +13 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Text and Document Classification Technologies
  28. Rubber Friction: Theory, Mechanisms, and Challenges
    2025/07/24 by B. N. J. Persson, Ran Xu, Persson, B. N. J. +1 · 3 citations
    Engineering · #Adhesion, Friction, and Surface Interactions #Brake Systems and Friction Analysis #Elasticity and Material Modeling
  29. Text2Data: Low-Resource Data Generation with Textual Control
    2024/02/08 by Shiyu Wang, Wang, Shiyu, Yihao Feng +15 · 1 citation
    Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques
  30. Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM Collaboration
    2025/04/07 by Ran Xu, Xu, Ran, Wenqi Shi +11 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  31. NaturalVLM: Leveraging Fine-grained Natural Language for Affordance-Guided Visual Manipulation
    2024/03/13 by Ran Xu, Yan Shen, Xu, Ran +7 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Engineering · Neuroscience · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robot Manipulation and Learning #Robotics (cs.RO) #Tactile and Sensory Interactions
  32. HypKG: Hypergraph-based Knowledge Graph Contextualization for Precision Healthcare
    2025/07/26 by Yuzhang Xie, Xie, Yuzhang, Xu Han +9 · 3 citations
    Computer Science · Decision Sciences · #Machine Learning in Healthcare #Advanced Graph Neural Networks #Data Quality and Management
  33. Integrating legumes into cropping systems increases soil carbon and nitrogen content while it reduces the soil carbon-to-nitrogen ratio. A meta-analysis
    2026/07/21 by Zhiqiang Lu, Yapeng Li, Jiali Yang +8 · 1 voice
    Agricultural and Biological Sciences · #Agroforestry and silvopastoral systems #Agronomic Practices and Intercropping Systems #Soil Carbon and Nitrogen Dynamics
  34. 3D-Aware VLMs with Implicit and Explicit Geometries
    2026/07/23 by Wenhao Li, Xueying Jiang, Quanhao Qian +4 · 1 voice
    #cs.CV #cs.AI #cs.LG
  35. Disjointness-preserving mappings on Calkin operator spaces and positive isometries
    2026/07/29 by Kai Fang, Jinghao Huang, Karimbergen Kudaybergenov +1
    Mathematics · #math.FA
  36. Look Less, Think Faster: Joint Token-Compute Adaptation for Multimodal LLMs
    2026/07/22 by Pengcheng Wang, Zhiquan Wang, Jayoung Lee +5
    #cs.CV