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Xiaoxiao Li

  1. MMDetection: Open MMLab Detection Toolbox and Benchmark
    2019/06/17 by Kai Chen, Chen, Kai, Jiaqi Wang +47 · 146 citations
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Advanced Image and Video Retrieval Techniques
  2. FedBN: Federated Learning on Non-IID Features via Local Batch Normalization
    2021/02/15 by Xiaoxiao Li, Meirui Jiang, Li, Xiaoxiao +7 · 40 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  3. Hybrid Task Cascade for Instance Segmentation
    2019/01/22 by Kai Chen, Jiangmiao Pang, Chen, Kai +21 · 28 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  4. Deep Flow-Guided Video Inpainting
    2019/05/08 by Rui Xu, Xiaoxiao Li, Xu, Rui +5 · 10 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #Advanced Vision and Imaging
  5. Multi-site fMRI Analysis Using Privacy-preserving Federated Learning and Domain Adaptation: ABIDE Results
    2020/01/16 by Xiaoxiao Li, Li, Xiaoxiao, Yufeng Gu +9 · 9 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #MRI in cancer diagnosis #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #electronic engineering #information engineering
  6. Advances and Open Challenges in Federated Foundation Models
    2024/04/23 by Chao Ren, Ren, Chao, Han Yu +20 · 13 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  7. Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis
    2022/06/30 by Hejie Cui, Wei Dai, Cui, Hejie +9 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Neuroscience · #68T07 #92C50 #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bioinformatics and Genomic Networks #Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Functional Brain Connectivity Studies #I.2.0 #I.2.6 #J.3 #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC) #and Science (cs.CE)
  8. Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning
    2024/03/30 by Nick Mecklenburg, Mecklenburg, Nick, Yiyou Lin +20 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  9. FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models
    2024/07/01 by Ruinan Jin, Jin, Ruinan, Zikang Xu +11 · 9 citations
    Economics, Econometrics and Finance · Medicine · #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Radiation Dose and Imaging
  10. Deep Learning Markov Random Field for Semantic Segmentation
    2016/06/23 by Ziwei Liu, Liu, Ziwei, Xiaoxiao Li +7 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Asymptotic expansions of solutions of the Yamabe equation and the σk-Yamabe equation near isolated singular points
    2019/09/16 by Qing Han, Han, Qing, Xiaoxiao Li +3 · 4 citations
    Mathematics · #Advanced Mathematical Physics Problems #Analysis of PDEs (math.AP) #Differential Geometry (math.DG) #FOS: Mathematics #Nonlinear Differential Equations Analysis #Nonlinear Partial Differential Equations
  12. Federated Model Heterogeneous Matryoshka Representation Learning
    2024/06/01 by Liping Yi, Yi, Liping, Han Yu +9 · 6 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Parallel #and Cluster Computing (cs.DC)
  13. Heteroscedastic Uncertainty Estimation Framework for Unsupervised Registration
    2023/12/01 by Xiaoran Zhang, Zhang, Xiaoran, Daniel H. Pak +15 · 5 citations
    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 Techniques and Applications #Medical Imaging and Analysis #electronic engineering #information engineering
  14. Learning High-Order Relationships of Brain Regions
    2023/12/02 by Weikang Qiu, Huangrui Chu, Qiu, Weikang +11 · 4 citations
    Neuroscience · Computer Science · #Functional Brain Connectivity Studies #EEG and Brain-Computer Interfaces #Machine Learning in Healthcare
  15. Why is plausibility surprisingly problematic as an XAI criterion?
    2023/03/30 by Weina Jin, Jin, Weina, Xiaoxiao Li +3 · 4 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  16. On the Effect of Negative Gradient in Group Relative Deep Reinforcement Optimization
    2025/05/24 by Wenlong Deng, Deng, Wenlong, Yi Ren +9 · 14 citations
    Social Sciences · #Advanced Computing and Algorithms #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. Community-Aware Transformer for Autism Prediction in fMRI Connectome
    2023/06/24 by Anushree Bannadabhavi, Soo-Jin Lee, Bannadabhavi, Anushree +5 · 3 citations
    Medicine · Neuroscience · #Advanced Neuroimaging Techniques and Applications #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Neonatal and fetal brain pathology #Neurons and Cognition (q-bio.NC) #electronic engineering #information engineering
  18. Estimating and Improving Fairness with Adversarial Learning
    2021/03/07 by Xiaoxiao Li, Li, Xiaoxiao, Ziteng Cui +7 · 2 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences
  19. On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations
    2023/01/04 by Wenlong Deng, Deng, Wenlong, Yuan Zhong +5 · 3 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 and healthcare impacts #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
  20. Federated Adversarial Learning: A Framework with Convergence Analysis
    2022/08/07 by Xiaoxiao Li, Li, Xiaoxiao, Zhao Song +3 · 2 citations
    Computer Science · Psychology · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Migration, Health and Trauma #Privacy-Preserving Technologies in Data
  21. pFedMoE: Data-Level Personalization with Mixture of Experts for Model-Heterogeneous Personalized Federated Learning
    2024/02/02 by Liping Yi, Yi, Liping, Yu Han +11 · 2 citations
    Computer Science · #Recommender Systems and Techniques
  22. Explain Graph Neural Networks to Understand Weighted Graph Features in Node Classification
    2020/02/02 by Xiaoxiao Li, Li, Xiaoxiao, João Saúde +1 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Social and Information Networks (cs.SI)
  23. An S-ribonuclease binding protein EBS1 and brassinolide signaling are specifically required for Arabidopsis tolerance to bicarbonate
    2020/11/03 by Jipeng Chen, Xiaoxiao Li, Xiaoxue Ye +5 · 1 citation
    Agricultural and Biological Sciences · #Plant Stress Responses and Tolerance #Plant nutrient uptake and metabolism #Plant Molecular Biology Research
  24. Intelligent Agents for Auction-based Federated Learning: A Survey
    2024/04/20 by Xiaoli Tang, Tang, Xiaoli, Han Yu +5 · 2 citations
    Computer Science · Decision Sciences · #Privacy-Preserving Technologies in Data #Blockchain Technology Applications and Security #Auction Theory and Applications
  25. BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis
    2021/09/12 by Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek +8 · 1 citation
    Medicine · Neuroscience · #Advanced Neuroimaging Techniques and Applications #EEG and Brain-Computer Interfaces #Functional Brain Connectivity Studies
  26. MISSU: 3D Medical Image Segmentation via Self-distilling TransUNet
    2022/06/02 by Nan Wang, Shaohui Lin, Wang, Nan +11 · 1 citation
    Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
  27. Efficient Medical Image Assessment via Self-supervised Learning
    2022/09/28 by Chun-Yin Huang, Lei Qi, Huang, Chun-Yin +3 · 1 citation
    Computer Science · Engineering · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
  28. Robust Split Federated Learning for U-shaped Medical Image Networks
    2022/12/13 by Ziyuan Yang, Yingyu Chen, Yang, Ziyuan +11 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC) #electronic engineering #information engineering
  29. CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning
    2024/06/09 by Sana Ayromlou, Ayromlou, Sana, Teresa S.M. Tsang +5 · 1 citation
    Computer Science · #Text and Document Classification Technologies #Domain Adaptation and Few-Shot Learning #Face and Expression Recognition
  30. A pair of nuclear factor Y transcription factors act as positive regulators in jasmonate signaling and disease resistance in <i>Arabidopsis</i>
    2024/07/02 by Chuyu Lin, Chenghao Lan, Xiaoxiao Li +4 · 1 voice · 1 citation
    Agricultural and Biological Sciences · #Insect-Plant Interactions and Control #Plant Molecular Biology Research #Plant Virus Research Studies
  31. CPInj: Uncovering Prompt Injection Risks in Textual Collaborative Prompt Optimization
    2026/07/21 by Xinting Liao, Behnoosh Zamanlooy, Masoumeh Shafieinejad +4
    #cs.CR #cs.AI
  32. Rethinking Artificial Intelligence in Medical Imaging: Assumptions, Reality, and Reframing
    2026/07/29 by Arman Rahmim, Nourhan Bayasi, Xiaoxiao Li +2
    Physics and Astronomy · Computer Science · #physics.med-ph #cs.AI
  33. The tttAI System for the TSA-ASR Task of the SmartGlasses Challenge 2026
    2026/07/20 by Xuanji He, Gaoyang Dong, Xiaoxiao Li +2
    #eess.AS