Xiaobo Xia

1. GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents
   2025/04/14 by Lu Wang, Luo, Run, Wang, Lu +8 · 90 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Reinforcement Learning in Robotics
2. Are Anchor Points Really Indispensable in Label-Noise Learning?
   2019/06/01 by Xiaobo Xia, Tongliang Liu, Xia, Xiaobo +11 · 17 citations
   Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Advanced Multi-Objective Optimization Algorithms
3. HumanMAC: Masked Motion Completion for Human Motion Prediction
   2023/02/07 by Ling-Hao Chen, Jiawei Zhang, Chen, Ling-Hao +9 · 19 citations
   Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
4. Few-Shot Adversarial Prompt Learning on Vision-Language Models
   2024/03/21 by Yiwei Zhou, Zhou, Yiwei, Xiaobo Xia +7 · 13 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
5. DEEM: Diffusion Models Serve as the Eyes of Large Language Models for Image Perception
   2024/05/24 by Run Luo, Yunshui Li, Luo, Run +21 · 9 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
6. MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct
   2024/09/09 by Run Luo, Luo, Run, Haonan Zhang +29 · 11 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
7. Out-of-distribution Detection Learning with Unreliable Out-of-distribution Sources
   2023/11/06 by Haotian Zheng, Zheng, Haotian, Qizhou Wang +11 · 6 citations
   Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
8. Dynamics-Aware Loss for Learning with Label Noise
   2023/03/21 by Xiu-Chuan Li, Li, Xiu-Chuan, Xiaobo Xia +9 · 4 citations
   Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Model Reduction and Neural Networks
9. One-Shot Learning as Instruction Data Prospector for Large Language Models
   2023/12/16 by Yunshui Li, Li, Yunshui, Binyuan Hui +20 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
10. LaVin-DiT: Large Vision Diffusion Transformer
    2024/11/18 by Zhaoqing Wang, Xiaobo Xia, Wang, Zhaoqing +11 · 8 citations
    Engineering · Physics and Astronomy · #CCD and CMOS Imaging Sensors #Advanced Optical Sensing Technologies
11. Objects in Semantic Topology
    2021/10/06 by Shuo Yang, Peize Sun, Yang, Shuo +15 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
12. Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs
    2024/06/26 by Lei Zhang, Zhang, Lei, Yunshui Li +17 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Service-Oriented Architecture and Web Services #Software System Performance and Reliability #Web Data Mining and Analysis
13. DreamDPO: Aligning Text-to-3D Generation with Human Preferences via Direct Preference Optimization
    2025/02/05 by Zhenglin Zhou, Xiaobo Xia, Zhou, Zhenglin +9 · 11 citations
    Engineering · Computer Science · #Human Motion and Animation #Image Processing and 3D Reconstruction #3D Shape Modeling and Analysis
14. RSK3 mediates necroptosis by regulating phosphorylation of RIP3 in rat retinal ganglion cells
    2020/03/12 by Mi Wang, Hao Wan, Shuchao Wang +11 · 23 citations
    Biochemistry, Genetics and Molecular Biology · #Cell death mechanisms and regulation #Mitochondrial Function and Pathology #Hippo pathway signaling and YAP/TAZ
15. IDEAL: Influence-Driven Selective Annotations Empower In-Context Learners in Large Language Models
    2023/10/16 by Shaokun Zhang, Zhang, Shaokun, Xiaobo Xia +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
16. Continual Multimodal Contrastive Learning
    2025/03/19 by Xiaohao Liu, Liu, Xiaohao, Xiaobo Xia +5 · 10 citations
    Psychology · #Communication in Education and Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG)
17. Open-Vocabulary Segmentation with Unpaired Mask-Text Supervision
    2024/02/14 by Zhaoqing Wang, Xiaobo Xia, Wang, Zhaoqing +11 · 2 citations
    Computer Science · #Natural Language Processing Techniques
18. Robust Generalization against Photon-Limited Corruptions via Worst-Case Sharpness Minimization
    2023/03/23 by Zhuo Huang, Huang, Zhuo, Miaoxi Zhu +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 #Machine Learning and Algorithms
19. Transferring Annotator- and Instance-dependent Transition Matrix for Learning from Crowds
    2023/06/05 by Shikun Li, Li, Shikun, Xiaobo Xia +7 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Music and Audio Processing
20. Regularly Truncated M-estimators for Learning with Noisy Labels
    2023/09/02 by Xiaobo Xia, Xia, Xiaobo, Pengqian Lu +9 · 1 citation
    Computer Science · Engineering · #Machine Learning and Data Classification #Infrastructure Maintenance and Monitoring #Water Systems and Optimization
21. Mitigating Label Noise on Graph via Topological Sample Selection
    2024/03/04 by Yuhao Wu, Jiangchao Yao, Wu, Yuhao +11 · 1 citation
    Computer Science · #Rough Sets and Fuzzy Logic
22. The metacaspase–Peps–PEPR immune module confers resistance to Fusarium head blight in wheat
    2025/07/17 by Yifan Dong, Qi An, Yi He +13 · 1 voice · 1 citation
    Agricultural and Biological Sciences · Immunology and Microbiology · #Antimicrobial Peptides and Activities #Plant Parasitism and Resistance #Toxin Mechanisms and Immunotoxins