Xiaoxiao Li
Orcid: 0009-0004-2132-2735
According to our database1,
Xiaoxiao Li
authored at least 229 papers
between 2010 and 2025.
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Bibliography
2025
Biomed. Signal Process. Control., 2025
2024
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation With Extremely Limited Labels.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024
Evolutionary Dynamics-Driven Learning of Optimal Decisions for Nonlinear System: Extend-Policy Iterative Algorithm.
IEEE Trans. Cybern., November, 2024
MSGM: An Advanced Deep Multi-Size Guiding Matching Network for Whole Slide Histopathology Images Addressing Staining Variation and Low Visibility Challenges.
IEEE J. Biomed. Health Informatics, October, 2024
Different Vegetation Covers Leading to the Uncertainty and Consistency of ET Estimation: A Case Study Assessment with Extended Triple Collocation.
Remote. Sens., July, 2024
IEEE Trans. Neural Networks Learn. Syst., June, 2024
An Improvement Method for Improving the Surface Defect Detection of Industrial Products Based on Contour Matching Algorithms.
Sensors, June, 2024
Rank and Pairs of Rank and Dimension of Kernel of Z<sub>p</sub>Z<sub>p</sub>²-Linear Codes.
IEEE Trans. Inf. Theory, May, 2024
Distance- and Velocity-Based Simultaneous Obstacle Avoidance and Target Tracking for Multiple Wheeled Mobile Robots.
IEEE Trans. Intell. Transp. Syst., February, 2024
dAPRE:Efficient and Reliable Attribute-Based Proxy Re-Encryption Using DAG for Data Sharing in IoT.
IEEE Trans. Consumer Electron., February, 2024
IEEE Trans. Dependable Secur. Comput., 2024
LESS: Label-efficient multi-scale learning for cytological whole slide image screening.
Medical Image Anal., 2024
Medical Image Anal., 2024
Medical Image Anal., 2024
Differentially Private Neural Tangent Kernels (DP-NTK) for Privacy-Preserving Data Generation.
J. Artif. Intell. Res., 2024
CoRR, 2024
CoRR, 2024
CoRR, 2024
CoRR, 2024
pFedAFM: Adaptive Feature Mixture for Batch-Level Personalization in Heterogeneous Federated Learning.
CoRR, 2024
CoRR, 2024
CoRR, 2024
Learnable Community-Aware Transformer for Brain Connectome Analysis with Token Clustering.
CoRR, 2024
Universal Debiased Editing on Foundation Models for Fair Medical Image Classification.
CoRR, 2024
OpenMEDLab: An Open-source Platform for Multi-modality Foundation Models in Medicine.
CoRR, 2024
pFedMoE: Data-Level Personalization with Mixture of Experts for Model-Heterogeneous Personalized Federated Learning.
CoRR, 2024
Tseng's extragradient method with double projection for solving pseudomonotone variational inequality problems in Hilbert spaces.
Comput. Appl. Math., 2024
Backdoor Attack on Unpaired Medical Image-Text Foundation Models: A Pilot Study on MedCLIP.
Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2024
Proceedings of the Innovation in Applied Nursing Informatics, 2024
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Patch-Slide Discriminative Joint Learning for Weakly-Supervised Whole Slide Image Representation and Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
A Bias-Free Revenue-Maximizing Bidding Strategy for Data Consumers in Auction-based Federated Learning.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Sample Quality Heterogeneity-aware Federated Causal Discovery through Adaptive Variable Space Selection.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the IGARSS 2024, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
FedCal: Achieving Local and Global Calibration in Federated Learning via Aggregated Parameterized Scaler.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Overcoming Data and Model heterogeneities in Decentralized Federated Learning via Synthetic Anchors.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Agent-Oriented Joint Decision Support for Data Owners in Auction-Based Federated Learning.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024
FedRMS: Privacy-Preserving Federated Knowledge Graph Embedding Through Randomization.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024
The Prospect of Enhancing Large-Scale Heterogeneous Federated Learning with Foundation Models.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024
Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
Unlocking the Potential of Prompt-Tuning in Bridging Generalized and Personalized Federated Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Dynamic Corrected Split Federated Learning With Homomorphic Encryption for U-Shaped Medical Image Networks.
IEEE J. Biomed. Health Informatics, December, 2023
Regional feature fusion for on-road detection of objects using camera and 3D-LiDAR in high-speed autonomous vehicles.
Soft Comput., December, 2023
Backdoor attack and defense in federated generative adversarial network-based medical image synthesis.
Medical Image Anal., December, 2023
An orientation-free ring feature descriptor with stain-variability normalization for pathology image matching.
Comput. Biol. Medicine, December, 2023
IEEE Trans. Medical Imaging, September, 2023
IEEE Trans. Inf. Theory, September, 2023
The randomized Kaczmarz algorithm with the probability distribution depending on the angle.
Numer. Algorithms, May, 2023
Strong and linear convergence of projection-type method with an inertial term for finding minimum-norm solutions of pseudomonotone variational inequalities in Hilbert spaces.
Numer. Algorithms, April, 2023
GATE: Graph CCA for Temporal Self-Supervised Learning for Label-Efficient fMRI Analysis.
IEEE Trans. Medical Imaging, February, 2023
Entropy, January, 2023
FedNI: Federated Graph Learning With Network Inpainting for Population-Based Disease Prediction.
IEEE Trans. Medical Imaging, 2023
IEEE Trans. Medical Imaging, 2023
Dielectric Dispersion of Hydrate-Bearing Artificial Sediment - Detection Method and Experimental Observations.
IEEE Trans. Geosci. Remote. Sens., 2023
A novelty harmony search algorithm of image segmentation for multilevel thresholding using learning experience and search space constraints.
Multim. Tools Appl., 2023
Medical Image Anal., 2023
Heteroscedastic Uncertainty Estimation for Probabilistic Unsupervised Registration of Noisy Medical Images.
CoRR, 2023
CoRR, 2023
Clinical-Inspired Cytological Whole Slide Image Screening with Just Slide-Level Labels.
CoRR, 2023
CoRR, 2023
Differentially Private Neural Tangent Kernels for Privacy-Preserving Data Generation.
CoRR, 2023
Research on Active Detection Methods for Video Anomaly Events Based on Concept Semantics.
Proceedings of the 23rd IEEE International Conference on Software Quality, 2023
Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
FedSoup: Improving Generalization and Personalization in Federated Learning via Selective Model Interpolation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Information Processing in Medical Imaging, 2023
On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations.
Proceedings of the Information Processing in Medical Imaging, 2023
Proceedings of the International Conference on Mathematics and Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the 2023 4th International Conference on Big Data Economy and Information Management, 2023
2022
J. Appl. Math. Comput., June, 2022
Revisiting the extragradient method for finding the minimum-norm solution of non-Lipschitzian pseudo-monotone variational inequalities.
Comput. Appl. Math., June, 2022
Motion Planning of Manipulators for Simultaneous Obstacle Avoidance and Target Tracking: An RNN Approach With Guaranteed Performance.
IEEE Trans. Ind. Electron., 2022
Simultaneous Obstacle Avoidance and Target Tracking of Multiple Wheeled Mobile Robots With Certified Safety.
IEEE Trans. Cybern., 2022
Fractional Landweber Iterative Regularization Method for Solving the Inverse Problem of Time-Fractional Schrödinger Equation.
Symmetry, 2022
Evaluation of foF2 and hmF2 Parameters of IRI-2016 Model in Different Latitudes over China under High and Low Solar Activity Years.
Remote. Sens., 2022
Mining confident supervision by prototypes discovering and annotation selection for weakly supervised semantic segmentation.
Neurocomputing, 2022
Dynamic neural networks based adaptive optimal impedance control for redundant manipulators under physical constraints.
Neurocomputing, 2022
Few-weight codes over a non-chain ring associated with simplicial complexes and their distance optimal Gray image.
Finite Fields Their Appl., 2022
CoRR, 2022
Rank and pairs of Rank and Dimension of Kernel of Z<sub>p</sub>Z<sub>p<sup>2</sup></sub>-linear codes.
CoRR, 2022
Hypernetwork-based Personalized Federated Learning for Multi-Institutional CT Imaging.
CoRR, 2022
GATE: Graph CCA for Temporal SElf-supervised Learning for Label-efficient fMRI Analysis.
CoRR, 2022
RestoreDet: Degradation Equivariant Representation for Object Detection in Low Resolution Images.
CoRR, 2022
Proceedings of the Simulation and Synthesis in Medical Imaging, 2022
Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Data Augmentation, Labelling, and Imperfections, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
DeMed: A Novel and Efficient Decentralized Learning Framework for Medical Images Classification on Blockchain.
Proceedings of the Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health, 2022
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object Detection.
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
Evaluating Explainable AI on a Multi-Modal Medical Imaging Task: Can Existing Algorithms Fulfill Clinical Requirements?
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
IEEE Trans. Image Process., 2021
A Vary-Parameter Convergence-Accelerated Recurrent Neural Network for Online Solving Dynamic Matrix Pseudoinverse and its Robot Application.
Neural Process. Lett., 2021
Medical Image Anal., 2021
Strong Convergence of the Modified Inertial Extragradient Method with Line-Search Process for Solving Variational Inequality Problems in Hilbert Spaces.
J. Sci. Comput., 2021
Publication delay adjusted impact factor: The effect of publication delay of articles on journal impact factor.
J. Informetrics, 2021
Collaboration of multiple SCARA robots with guaranteed safety using recurrent neural networks.
Neurocomputing, 2021
IEEE Commun. Lett., 2021
3D placement of unmanned aerial vehicles and partially overlapped channel assignment for throughput maximization.
Digit. Commun. Networks, 2021
Discret. Appl. Math., 2021
CoRR, 2021
CoRR, 2021
BrainNNExplainer: An Interpretable Graph Neural Network Framework for Brain Network based Disease Analysis.
CoRR, 2021
One Map Does Not Fit All: Evaluating Saliency Map Explanation on Multi-Modal Medical Images.
CoRR, 2021
FL-NTK: A Neural Tangent Kernel-based Framework for Federated Learning Convergence Analysis.
CoRR, 2021
Common-Mode Voltage Suppression Strategy Based on Fast MPC for a Five-Level Nested Neutral Point Piloted Converter.
IEEE Access, 2021
Kinematic control of wheeled mobile manipulators subject to inherent physical constraints and noise disturbances.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Robust Formation Tracking of Multiple Wheeled Mobile Robots Under External Disturbance.
Proceedings of the Intelligent Robotics and Applications - 14th International Conference, 2021
Proceedings of the Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, 2021
Leveraging Human Selective Attention for Medical Image Analysis with Limited Training Data.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021
2020
Wirel. Commun. Mob. Comput., 2020
Data mining algorithms for bridge health monitoring: Kohonen clustering and LSTM prediction approaches.
J. Supercomput., 2020
IEEE Trans. Instrum. Meas., 2020
REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs.
Medical Image Anal., 2020
Multi-site fMRI analysis using privacy-preserving federated learning and domain adaptation: ABIDE results.
Medical Image Anal., 2020
Frontiers Neurorobotics, 2020
Automating Document Classification with Distant Supervision to Increase the Efficiency of Systematic Reviews.
CoRR, 2020
CoRR, 2020
CoRR, 2020
Research on Modeling Units of Transformer Transducer for Mandarin Speech Recognition.
CoRR, 2020
Acceleration Level Control of Redundant Manipulators with Physical Constraints Compliance and Disturbance Rejection under Complex Environment.
Complex., 2020
Multi-Physical Coupling Field Study of 500 kV GIL: Simulation, Characteristics, and Analysis.
IEEE Access, 2020
Cooperative Kinematic Control for Multiple Redundant Manipulators Under Partially Known Information Using Recurrent Neural Network.
IEEE Access, 2020
Cross-Modality Segmentation by Self-supervised Semantic Alignment in Disentangled Content Space.
Proceedings of the Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Demographic-Guided Attention in Recurrent Neural Networks for Modeling Neuropathophysiological Heterogeneity.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
Graph embedding using Infomax for ASD classification and brain functional difference detection.
Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the CNIOT 2020: 2020 International Conference on Computing, 2020
Explain Graph Neural Networks to Understand Weighted Graph Features in Node Classification.
Proceedings of the Machine Learning and Knowledge Extraction, 2020
2019
Channel coordination of battery supplier and battery swap station of micro-grid with uncertain rental demand.
Soft Comput., 2019
Efficient copyright protection for three CT images based on quaternion polar harmonic Fourier moments.
Signal Process., 2019
A Non-linear and Noise-Tolerant ZNN Model and Its Application to Static and Time-Varying Matrix Square Root Finding.
Neural Process. Lett., 2019
REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs.
CoRR, 2019
Geometrically Invariant Color Medical Image Null-Watermarking Based on Precise Quaternion Polar Harmonic Fourier Moments.
IEEE Access, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Interpretable Multimodality Embedding of Cerebral Cortex Using Attention Graph Network for Identifying Bipolar Disorder.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Jointly Discriminative and Generative Recurrent Neural Networks for Learning from fMRI.
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019
Prediction of Treatment Outcome for Autism from Structure of the Brain Based On Sure Independence Screening.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Efficient Interpretation of Deep Learning Models Using Graph Structure and Cooperative Game Theory: Application to ASD Biomarker Discovery.
Proceedings of the Information Processing in Medical Imaging, 2019
Mission Reliability Allocation Based on Interval-Hesitant Fuzzy Linguistic Term Sets.
Proceedings of the 2019 IEEE International Conference on Industrial Engineering and Engineering Management, 2019
Construction of Multivariable Fuzzy Time Series Model Based on Multidimensional Information Distribution Technology.
Proceedings of the Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Proceedings of the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), Kunming, China, July 20-22, 2019, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
IEEE Trans. Pattern Anal. Mach. Intell., 2018
A nonlinear and noise-tolerant ZNN model solving for time-varying linear matrix equation.
Neurocomputing, 2018
Repetitive Motion Estimation Network: Recover cardiac and respiratory signal from thoracic imaging.
CoRR, 2018
Proceedings of the PRedictive Intelligence in MEdicine - First International Workshop, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Routing and Spectrum Allocation for Time Varying Traffic by Artificial Bee Colony Algorithm in Elastic Optical Networks.
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2018
Prediction of Pivotal response treatment outcome with task fMRI using random forest and variable selection.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2-Channel convolutional 3D deep neural network (2CC3D) for fMRI analysis: ASD classification and feature learning.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation.
Proceedings of the Computer Vision - ECCV 2018, 2018
2017
An analytical approach for obtaining the transient solution of the fractional-order buck converter in CCM.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017
Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2016
Proceedings of the Computer Vision - ACCV 2016, 2016
2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
2014
Object-Based Land-Cover Mapping with High Resolution Aerial Photography at a County Scale in Midwestern USA.
Remote. Sens., 2014
Object-based land-cover classification for metropolitan Phoenix, Arizona, using aerial photography.
Int. J. Appl. Earth Obs. Geoinformation, 2014
2013
Proceedings of the ACM SIGCOMM 2013 Conference, 2013
Text Document Topical Recursive Clustering and Automatic Labeling of a Hierarchy of Document Clusters.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 6th International Conference on Biomedical Engineering and Informatics, 2013
2012
Endoscopes shape reconstruction based on electromagnetic localization and curve fitting.
Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012
Proceedings of the IET International Conference on Wireless Communications and Applications, 2012
2011
2010
Analysis on oscillation in electro-hydraulic regulating system of steam turbine and fault diagnosis based on PSOBP.
Expert Syst. Appl., 2010
Clustering Scatter Plots Using Data Depth Measures.
Proceedings of The 2010 International Conference on Data Mining, 2010
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2010