Xiaoxiao Li

Yanxiang Zhang

Scalable Comput. Pract. Exp., 2025

FedWeight: mitigating covariate shift of federated learning on electronic health records data through patients re-weighting.

[BibT_eX]

[DOI]

npj Digit. Medicine, 2025

Self-supervised stain normalization empowers privacy-preserving and model generalization in digital pathology.

[BibT_eX]

[DOI]

npj Digit. Medicine, 2025

Corrigendum to "LESS: Label-efficient multi-scale learning for cytological whole slide image screening" [Medical Image Analysis 94 (2024): 103109].

[BibT_eX]

[DOI]

Medical Image Anal., 2025

Editorial for Special Issue on Foundation Models for Medical Image Analysis.

[BibT_eX]

[DOI]

Medical Image Anal., 2025

Dynamic masking-based feature interaction modeling for e-commerce click-through rate prediction.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2025

Accurately matching serial whole slide images for tumor heterogeneity analysis.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2025

Linear codes over $ \mathbb{Z}_{p^2} $ with few-weight from down-sets.

[BibT_eX]

[DOI]

Adv. Math. Commun., 2025

A Reinforcement Learning-based Bidding Strategy for Data Consumers in Auction-based Federated Learning.

[BibT_eX]

[DOI]

Xiaoli Tang

Han Yu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Class-wise Balancing Data Replay for Federated Class-Incremental Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

PTCMIL: Multiple Instance Learning via Prompt Token Clustering for Whole Slide Image Analysis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Segmenting Vessels Encapsulating Tumor Clusters via Fine-Grained Visual Prompt.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Commute Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Multi-Session Budget Optimization for Forward Auction-based Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

GMValuator: Similarity-based Data Valuation for Generative Models.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

S4M: S4 for multivariate time series forecasting with Missing values.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Can Textual Gradient Work in Federated Learning?

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

pFedAFM: Adaptive Feature Mixture for Data-Level Personalization in Heterogeneous Federated Learning on Mobile Edge Devices.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

Federated Representation Angle Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Tela: A Temporal Load-Aware Cloud Virtual Disk Placement Scheme.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2025

pFedES: Generalized Proxy Feature Extractor Sharing for Model Heterogeneous Personalized Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

Federated Causally Invariant Feature Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Mine yOur owN Anatomy: Revisiting Medical Image Segmentation With Extremely Limited Labels.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Evolutionary Dynamics-Driven Learning of Optimal Decisions for Nonlinear System: Extend-Policy Iterative Algorithm.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Remote. Sens., July, 2024

GRLC: Graph Representation Learning With Constraints.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Sensors, June, 2024

Rank and Pairs of Rank and Dimension of Kernel of ZpZp²-Linear Codes.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, May, 2024

Distance- and Velocity-Based Simultaneous Obstacle Avoidance and Target Tracking for Multiple Wheeled Mobile Robots.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., February, 2024

dAPRE:Efficient and Reliable Attribute-Based Proxy Re-Encryption Using DAG for Data Sharing in IoT.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., February, 2024

FedDMC: Efficient and Robust Federated Learning via Detecting Malicious Clients.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2024

Federated learning as a catalyst for digital healthcare innovations.

[BibT_eX]

[DOI]

Patterns, 2024

LESS: Label-efficient multi-scale learning for cytological whole slide image screening.

[BibT_eX]

[DOI]

Medical Image Anal., 2024

MMGPL: Multimodal Medical Data Analysis with Graph Prompt Learning.

[BibT_eX]

[DOI]

Medical Image Anal., 2024

CCSI: Continual Class-Specific Impression for data-free class incremental learning.

[BibT_eX]

[DOI]

Medical Image Anal., 2024

Differentially Private Neural Tangent Kernels (DP-NTK) for Privacy-Preserving Data Generation.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2024

Communication Compression for Distributed Learning without Control Variates.

[BibT_eX]

[DOI]

CoRR, 2024

A Survey on Trustworthiness in Foundation Models for Medical Image Analysis.

[BibT_eX]

[DOI]

CoRR, 2024

FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models.

[BibT_eX]

[DOI]

CoRR, 2024

pFedAFM: Adaptive Feature Mixture for Batch-Level Personalization in Heterogeneous Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Advances and Open Challenges in Federated Learning with Foundation Models.

[BibT_eX]

[DOI]

CoRR, 2024

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning.

[BibT_eX]

[DOI]

Pavan Kumar Reddy Yannam

Tolga Aktas

Todd Hendry

CoRR, 2024

Learnable Community-Aware Transformer for Brain Connectome Analysis with Token Clustering.

[BibT_eX]

[DOI]

CoRR, 2024

Universal Debiased Editing on Foundation Models for Fair Medical Image Classification.

[BibT_eX]

[DOI]

CoRR, 2024

OpenMEDLab: An Open-source Platform for Multi-modality Foundation Models in Medicine.

[BibT_eX]

[DOI]

CoRR, 2024

Content Conditional Debiasing for Fair Text Embedding.

[BibT_eX]

[DOI]

Blair Chen

Charlene Esteban Ronquillo

CoRR, 2024

pFedMoE: Data-Level Personalization with Mixture of Experts for Model-Heterogeneous Personalized Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Tseng's extragradient method with double projection for solving pseudomonotone variational inequality problems in Hilbert spaces.

[BibT_eX]

[DOI]

Comput. Appl. Math., 2024

Advancements in Bug Traceability: A Systematic Mapping Study.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

Backdoor Attack on Unpaired Medical Image-Text Foundation Models: A Pilot Study on MedCLIP.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2024

Federated Model Heterogeneous Matryoshka Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Fairness in Classifying and Grouping Health Equity Information.

[BibT_eX]

[DOI]

Proceedings of the Innovation in Applied Nursing Informatics, 2024

A Simple and Provable Approach for Learning on Noisy Labeled Medical Images.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Machine Learning for Health (ML4H) 2024.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Health, 2024

Heteroscedastic Uncertainty Estimation Framework for Unsupervised Registration.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

HyperBrain: Anomaly Detection for Temporal Hypergraph Brain Networks.

[BibT_eX]

[DOI]

Sadaf Sadeghian

Margo I. Seltzer

Proceedings of the Machine Learning in Clinical Neuroimaging - 7th International Workshop, 2024

Debiased Noise Editing on Foundation Models for Fair Medical Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Federated Impression for Learning with Distributed Heterogeneous Data.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 Workshops, 2024

FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Dual Calibration-based Personalised Federated Learning.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Intelligent Agents for Auction-based Federated Learning: A Survey.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Sample Quality Heterogeneity-aware Federated Causal Discovery through Adaptive Variable Space Selection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Coherence Analysis and Interferometric Measurement of P-Band Repeat Pass UAV InSAR.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

Learning High-Order Relationships of Brain Regions.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

FedCal: Achieving Local and Global Calibration in Federated Learning via Aggregated Parameterized Scaler.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Overcoming Data and Model heterogeneities in Decentralized Federated Learning via Synthetic Anchors.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Agent-Oriented Joint Decision Support for Data Owners in Auction-Based Federated Learning.

[BibT_eX]

[DOI]

Xiaoli Tang

Han Yu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

FedRMS: Privacy-Preserving Federated Knowledge Graph Embedding Through Randomization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

The Prospect of Enhancing Large-Scale Heterogeneous Federated Learning with Foundation Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Federated Learning with Local Openset Noisy Labels.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Unlocking the Potential of Prompt-Tuning in Bridging Generalized and Personalized Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

HANTracer: Leveraging Heterogeneous Graph Attention Network for Large-Scale Requirements-Code Traceability Link Recovery.

[BibT_eX]

[DOI]

Proceedings of the 31st Asia-Pacific Software Engineering Conference, 2024

FRELinker: A Novel Issue-Commit Link Recovery Model Based on Feature Refinement and Expansion with Multi-Classifier Fusion.

[BibT_eX]

[DOI]

Proceedings of the 31st Asia-Pacific Software Engineering Conference, 2024

2023

Dynamic Corrected Split Federated Learning With Homomorphic Encryption for U-Shaped Medical Image Networks.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, December, 2023

Backdoor attack and defense in federated generative adversarial network-based medical image synthesis.

[BibT_eX]

[DOI]

Ruinan Jin

Medical Image Anal., December, 2023

An orientation-free ring feature descriptor with stain-variability normalization for pathology image matching.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, December, 2023

Visual-quality-driven unsupervised image dehazing.

[BibT_eX]

[DOI]

Neural Networks, October, 2023

MISSU: 3D Medical Image Segmentation via Self-Distilling TransUNet.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, September, 2023

Quasi-Cyclic Perfect Codes in Doob Graphs and Special Partitions of Galois Rings.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, September, 2023

The randomized Kaczmarz algorithm with the probability distribution depending on the angle.

[BibT_eX]

[DOI]

Songnian He

Qiao-Li Dong

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.

[BibT_eX]

[DOI]

Numer. Algorithms, April, 2023

GATE: Graph CCA for Temporal Self-Supervised Learning for Label-Efficient fMRI Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, February, 2023

Double Model Following Adaptive Control for a Complex Dynamical Network.

[BibT_eX]

[DOI]

Yinhe Wang

Shengping Li

Entropy, January, 2023

FedNI: Federated Graph Learning With Network Inpainting for Population-Based Disease Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2023

A Dataset Auditing Method for Collaboratively Trained Machine Learning Models.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2023

Dielectric Dispersion of Hydrate-Bearing Artificial Sediment - Detection Method and Experimental Observations.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

A novelty harmony search algorithm of image segmentation for multilevel thresholding using learning experience and search space constraints.

[BibT_eX]

[DOI]

Xinli Li

Guotian Yang

Multim. Tools Appl., 2023

Guidelines and evaluation of clinical explainable AI in medical image analysis.

[BibT_eX]

[DOI]

Medical Image Anal., 2023

Retinex decomposition and fusion dehazing network.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2023

Heteroscedastic Uncertainty Estimation for Probabilistic Unsupervised Registration of Noisy Medical Images.

[BibT_eX]

[DOI]

CoRR, 2023

Energizing Federated Learning via Filter-Aware Attention.

[BibT_eX]

[DOI]

CoRR, 2023

Heterogeneous Federated Learning with Group-Aware Prompt Tuning.

[BibT_eX]

[DOI]

CoRR, 2023

Transsion TSUP's speech recognition system for ASRU 2023 MADASR Challenge.

[BibT_eX]

[DOI]

CoRR, 2023

Community-Aware Transformer for Autism Prediction in fMRI Connectome.

[BibT_eX]

[DOI]

Anushree Bannadabhavi

Soojin Lee

CoRR, 2023

Clinical-Inspired Cytological Whole Slide Image Screening with Just Slide-Level Labels.

[BibT_eX]

[DOI]

CoRR, 2023

Sparse Convolution for Approximate Sparse Instance.

[BibT_eX]

[DOI]

Zhao Song

Guangyi Zhang

CoRR, 2023

Forgettable Federated Linear Learning with Certified Data Removal.

[BibT_eX]

[DOI]

CoRR, 2023

Scalable Data Point Valuation in Decentralized Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Matching-based Data Valuation for Generative Model.

[BibT_eX]

[DOI]

CoRR, 2023

Biological Factor Regulatory Neural Network.

[BibT_eX]

[DOI]

CoRR, 2023

Rethinking AI Explainability and Plausibility.

[BibT_eX]

[DOI]

Weina Jin

Ghassan Hamarneh

CoRR, 2023

Federated Virtual Learning on Heterogeneous Data with Local-global Distillation.

[BibT_eX]

[DOI]

CoRR, 2023

Differentially Private Neural Tangent Kernels for Privacy-Preserving Data Generation.

[BibT_eX]

[DOI]

CoRR, 2023

Research on Active Detection Methods for Video Anomaly Events Based on Concept Semantics.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Software Quality, 2023

Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Community-Aware Transformer for Autism Prediction in fMRI Connectome.

[BibT_eX]

[DOI]

Anushree Bannadabhavi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2023

On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2023

Research between investor sentiment and bitcoin price based on the VAR model.

[BibT_eX]

[DOI]

Jiamin Hu

Proceedings of the International Conference on Mathematics and Machine Learning, 2023

Federated Adversarial Learning: A Framework with Convergence Analysis.

[BibT_eX]

[DOI]

Zhao Song

Jiaming Yang

Proceedings of the International Conference on Machine Learning, 2023

PerFedMask: Personalized Federated Learning with Optimized Masking Vectors.

[BibT_eX]

[DOI]

Mehdi Setayesh

Vincent W. S. Wong

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Design and Implementation of Material Management System.

[BibT_eX]

[DOI]

Proceedings of the 2023 4th International Conference on Big Data Economy and Information Management, 2023

2022

New classes of binary few weight codes from trace codes over a chain ring.

[BibT_eX]

[DOI]

J. Appl. Math. Comput., June, 2022

Revisiting the extragradient method for finding the minimum-norm solution of non-Lipschitzian pseudo-monotone variational inequalities.

[BibT_eX]

[DOI]

Comput. Appl. Math., June, 2022

Motion Planning of Manipulators for Simultaneous Obstacle Avoidance and Target Tracking: An RNN Approach With Guaranteed Performance.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2022

Simultaneous Obstacle Avoidance and Target Tracking of Multiple Wheeled Mobile Robots With Certified Safety.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Evaluation of foF2 and hmF2 Parameters of IRI-2016 Model in Different Latitudes over China under High and Low Solar Activity Years.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Mining confident supervision by prototypes discovering and annotation selection for weakly supervised semantic segmentation.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Dynamic neural networks based adaptive optimal impedance control for redundant manipulators under physical constraints.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Few-weight codes over a non-chain ring associated with simplicial complexes and their distance optimal Gray image.

[BibT_eX]

[DOI]

Finite Fields Their Appl., 2022

Robust Split Federated Learning for U-shaped Medical Image Networks.

[BibT_eX]

[DOI]

CoRR, 2022

A tight upper bound on the number of non-zero weights of a quasi-cyclic code.

[BibT_eX]

[DOI]

CoRR, 2022

Improving Fairness in Image Classification via Sketching.

[BibT_eX]

[DOI]

CoRR, 2022

FedMT: Federated Learning with Mixed-type Labels.

[BibT_eX]

[DOI]

CoRR, 2022

Transcending XAI Algorithm Boundaries through End-User-Inspired Design.

[BibT_eX]

[DOI]

CoRR, 2022

Rank and pairs of Rank and Dimension of Kernel of ZpZp2-linear codes.

[BibT_eX]

[DOI]

Shukai Wang

CoRR, 2022

Hypernetwork-based Personalized Federated Learning for Multi-Institutional CT Imaging.

[BibT_eX]

[DOI]

CoRR, 2022

ZpZp2-linear codes: rank and kernel.

[BibT_eX]

[DOI]

Shukai Wang

CoRR, 2022

RestoreDet: Degradation Equivariant Representation for Object Detection in Low Resolution Images.

[BibT_eX]

[DOI]

CoRR, 2022

Critical direction projection networks for few-shot learning.

[BibT_eX]

[DOI]

Appl. Intell., 2022

Backdoor Attack is a Devil in Federated GAN-Based Medical Image Synthesis.

[BibT_eX]

[DOI]

Ruinan Jin

Proceedings of the Simulation and Synthesis in Medical Imaging, 2022

Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Efficient Medical Image Assessment via Self-supervised Learning.

[BibT_eX]

[DOI]

Chun-Yin Huang

Qi Lei

Proceedings of the Data Augmentation, Labelling, and Imperfections, 2022

Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Class Impression for Data-Free Incremental Learning.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health, 2022

SCaLa: Supervised Contrastive Learning for End-to-End Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Federated Learning from Only Unlabeled Data with Class-conditional-sharing Clients.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

The 1st International Workshop on Federated Learning with Graph Data (FedGraph).

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

A Convergence Theory for Federated Average: Beyond Smoothness.

[BibT_eX]

[DOI]

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?

[BibT_eX]

[DOI]

Weina Jin

Ghassan Hamarneh

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Texture Memory-Augmented Deep Patch-Based Image Inpainting.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

A Vary-Parameter Convergence-Accelerated Recurrent Neural Network for Online Solving Dynamic Matrix Pseudoinverse and its Robot Application.

[BibT_eX]

[DOI]

Neural Process. Lett., 2021

BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis.

[BibT_eX]

[DOI]

Medical Image Anal., 2021

Strong Convergence of the Modified Inertial Extragradient Method with Line-Search Process for Solving Variational Inequality Problems in Hilbert Spaces.

[BibT_eX]

[DOI]

J. Sci. Comput., 2021

Publication delay adjusted impact factor: The effect of publication delay of articles on journal impact factor.

[BibT_eX]

[DOI]

Xiaolong Guo

Yugang Yu

J. Informetrics, 2021

Collaboration of multiple SCARA robots with guaranteed safety using recurrent neural networks.

[BibT_eX]

[DOI]

Neurocomputing, 2021

A New Family of Optimal Binary Few-Weight Codes From Simplicial Complexes.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2021

3D placement of unmanned aerial vehicles and partially overlapped channel assignment for throughput maximization.

[BibT_eX]

[DOI]

Digit. Commun. Networks, 2021

Two classes of optimal p-ary few-weight codes from down-sets.

[BibT_eX]

[DOI]

Discret. Appl. Math., 2021

TsmoBN: Interventional Generalization for Unseen Clients in Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2021

SCaLa: Supervised Contrastive Learning for End-to-End Automatic Speech Recognition.

[BibT_eX]

[DOI]

CoRR, 2021

BrainNNExplainer: An Interpretable Graph Neural Network Framework for Brain Network based Disease Analysis.

[BibT_eX]

[DOI]

CoRR, 2021

One Map Does Not Fit All: Evaluating Saliency Map Explanation on Multi-Modal Medical Images.

[BibT_eX]

[DOI]

Weina Jin

Ghassan Hamarneh

CoRR, 2021

Designs, permutations, and projective planes.

[BibT_eX]

[DOI]

Patrick Solé

CoRR, 2021

FL-NTK: A Neural Tangent Kernel-based Framework for Federated Learning Convergence Analysis.

[BibT_eX]

[DOI]

CoRR, 2021

Estimating and Improving Fairness with Adversarial Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Common-Mode Voltage Suppression Strategy Based on Fast MPC for a Five-Level Nested Neutral Point Piloted Converter.

[BibT_eX]

[DOI]

IEEE Access, 2021

Kinematic control of wheeled mobile manipulators subject to inherent physical constraints and noise disturbances.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021

Subgraph Federated Learning with Missing Neighbor Generation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

EMA: Auditing Data Removal from Trained Models.

[BibT_eX]

[DOI]

Yangsibo Huang

Kai Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

FL-NTK: A Neural Tangent Kernel-based Framework for Federated Learning Analysis.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

FedBN: Federated Learning on Non-IID Features via Local Batch Normalization.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

On InstaHide, Phase Retrieval, and Sparse Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Robust Formation Tracking of Multiple Wheeled Mobile Robots Under External Disturbance.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Robotics and Applications - 14th International Conference, 2021

On the Fairness of Swarm Learning in Skin Lesion Classification.

[BibT_eX]

[DOI]

Di Fan

Yifan Wu

Sharath M. Shankaranarayana

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.

[BibT_eX]

[DOI]

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Incremental Learning for End-to-End Automatic Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020

Blind Photograph Watermarking with Robust Defocus-Based JND Model.

[BibT_eX]

[DOI]

Wirel. Commun. Mob. Comput., 2020

Data mining algorithms for bridge health monitoring: Kohonen clustering and LSTM prediction approaches.

[BibT_eX]

[DOI]

J. Supercomput., 2020

How Many Weights Can a Cyclic Code Have?

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2020

Laplacian Redecomposition for Multimodal Medical Image Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2020

REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs.

[BibT_eX]

[DOI]

Hrvoje Bogunovic

Medical Image Anal., 2020

Multi-site fMRI analysis using privacy-preserving federated learning and domain adaptation: ABIDE results.

[BibT_eX]

[DOI]

Medical Image Anal., 2020

Bi-criteria Acceleration Level Obstacle Avoidance of Redundant Manipulator.

[BibT_eX]

[DOI]

Frontiers Neurorobotics, 2020

Polycyclic codes as invariant subspaces.

[BibT_eX]

[DOI]

Finite Fields Their Appl., 2020

Automating Document Classification with Distant Supervision to Increase the Efficiency of Systematic Reviews.

[BibT_eX]

[DOI]

CoRR, 2020

MixCon: Adjusting the Separability of Data Representations for Harder Data Recovery.

[BibT_eX]

[DOI]

CoRR, 2020

On the number of frequency hypercubes Fn(4;2, 2).

[BibT_eX]

[DOI]

CoRR, 2020

Visual Perception Model for Rapid and Adaptive Low-light Image Enhancement.

[BibT_eX]

[DOI]

CoRR, 2020

Incremental Learning for End-to-End Automatic Speech Recognition.

[BibT_eX]

[DOI]

Li Fu

Libo Zi

CoRR, 2020

Research on Modeling Units of Transformer Transducer for Mandarin Speech Recognition.

[BibT_eX]

[DOI]

Li Fu

Libo Zi

CoRR, 2020

Acceleration Level Control of Redundant Manipulators with Physical Constraints Compliance and Disturbance Rejection under Complex Environment.

[BibT_eX]

[DOI]

Complex., 2020

Multi-Physical Coupling Field Study of 500 kV GIL: Simulation, Characteristics, and Analysis.

[BibT_eX]

[DOI]

IEEE Access, 2020

Cooperative Kinematic Control for Multiple Redundant Manipulators Under Partially Known Information Using Recurrent Neural Network.

[BibT_eX]

[DOI]

IEEE Access, 2020

Cross-Modality Segmentation by Self-supervised Semantic Alignment in Disentangled Content Space.

[BibT_eX]

[DOI]

Proceedings of the Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning, 2020

Pooling Regularized Graph Neural Network for fMRI Biomarker Analysis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Efficient Shapley Explanation for Features Importance Estimation Under Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Demographic-Guided Attention in Recurrent Neural Networks for Modeling Neuropathophysiological Heterogeneity.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

Graph embedding using Infomax for ASD classification and brain functional difference detection.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

A Few-shot Dynamic Obstacle Avoidance Strategy in Unknown Environments.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE.

[BibT_eX]

[DOI]

Xenophon Papademetris

James S. Duncan

Proceedings of the 37th International Conference on Machine Learning, 2020

Knowledge Distillation Meets Self-supervision.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Real-time Data Visualization of Intelligent Networked Vehicles.

[BibT_eX]

[DOI]

Proceedings of the CNIOT 2020: 2020 International Conference on Computing, 2020

Explain Graph Neural Networks to Understand Weighted Graph Features in Node Classification.

[BibT_eX]

[DOI]

João Saúde

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.

[BibT_eX]

[DOI]

Yong Long

Deng Xu

Soft Comput., 2019

Efficient copyright protection for three CT images based on quaternion polar harmonic Fourier moments.

[BibT_eX]

[DOI]

Signal Process., 2019

A Non-linear and Noise-Tolerant ZNN Model and Its Application to Static and Time-Varying Matrix Square Root Finding.

[BibT_eX]

[DOI]

Neural Process. Lett., 2019

REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs.

[BibT_eX]

[DOI]

CoRR, 2019

MMDetection: Open MMLab Detection Toolbox and Benchmark.

[BibT_eX]

[DOI]

CoRR, 2019

Geometrically Invariant Color Medical Image Null-Watermarking Based on Precise Quaternion Polar Harmonic Fourier Moments.

[BibT_eX]

[DOI]

IEEE Access, 2019

Invertible Network for Classification and Biomarker Selection for ASD.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Graph Neural Network for Interpreting Task-fMRI Biomarkers.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Jointly Discriminative and Generative Recurrent Neural Networks for Learning from fMRI.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Lesion Attributes Segmentation for Melanoma Detection with Multi-Task U-Net.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2019

Mission Reliability Allocation Based on Interval-Hesitant Fuzzy Linguistic Term Sets.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Ye Xue

Hengchun Fu

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

Decision explanation and feature importance for invertible networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Skin Lesion Segmentation with C-UNet.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

From Deep Learning Towards Finding Skin Lesion Biomarkers.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Deep Flow-Guided Video Inpainting.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Hybrid Task Cascade for Instance Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Deep Learning Markov Random Field for Semantic Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

A nonlinear and noise-tolerant ZNN model solving for time-varying linear matrix equation.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Repetitive Motion Estimation Network: Recover cardiac and respiratory signal from thoracic imaging.

[BibT_eX]

[DOI]

CoRR, 2018

What evidence does deep learning model use to classify Skin Lesions?

[BibT_eX]

[DOI]

CoRR, 2018

Prediction of Severity and Treatment Outcome for ASD from fMRI.

[BibT_eX]

[DOI]

Proceedings of the PRedictive Intelligence in MEdicine - First International Workshop, 2018

Brain Biomarker Interpretation in ASD Using Deep Learning and fMRI.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Nicha C. Dvornek

Xenophon Papademetris

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation.

[BibT_eX]

[DOI]

Chen Change Loy

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

Video Object Segmentation with Re-identification.

[BibT_eX]

[DOI]

CoRR, 2017

A kernel-space POF virtual switch.

[BibT_eX]

[DOI]

Comput. Electr. Eng., 2017

An analytical approach for obtaining the transient solution of the fractional-order buck converter in CCM.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Pedestrian Color Naming via Convolutional Neural Network.

[BibT_eX]

[DOI]

Zhiyi Cheng

Chen Change Loy

Proceedings of the Computer Vision - ACCV 2016, 2016

2015

Semantic Image Segmentation via Deep Parsing Network.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Guofan Shao

Remote. Sens., 2014

Object-based land-cover classification for metropolitan Phoenix, Arizona, using aerial photography.

[BibT_eX]

[DOI]

Soe W. Myint

Yujia Zhang

Christopher S. Galletti

Xiaoxiang Zhang

Billie L. Turner II

Int. J. Appl. Earth Obs. Geoinformation, 2014

2013

BigStation: enabling scalable real-time signal processingin large mu-mimo systems.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2013 Conference, 2013

Text Document Topical Recursive Clustering and Automatic Labeling of a Hierarchy of Document Clusters.

[BibT_eX]

[DOI]

Jiyang Chen

Osmar R. Zaïane

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

SAE: social analytic engine for large networks.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Teeth segmentation via semi-supervised learning.

[BibT_eX]

[DOI]

Yonghui Gao

Proceedings of the 6th International Conference on Biomedical Engineering and Informatics, 2013

2012

Endoscopes shape reconstruction based on electromagnetic localization and curve fitting.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

Electronic commerce and supervision platform in agriculture based on Web 3.0.

[BibT_eX]

[DOI]

Proceedings of the IET International Conference on Wireless Communications and Applications, 2012

2011

Similarity criterion for image resizing.

[BibT_eX]

[DOI]

Shungang Hua

Qing Zhong

EURASIP J. Adv. Signal Process., 2011

2010

Analysis on oscillation in electro-hydraulic regulating system of steam turbine and fault diagnosis based on PSOBP.

[BibT_eX]

[DOI]

Xuanyin Wang

Fushang Li

Expert Syst. Appl., 2010

Clustering Scatter Plots Using Data Depth Measures.

[BibT_eX]

Proceedings of The 2010 International Conference on Data Mining, 2010

An FPGA implemented 24-bit audio DAC with 1-bit sigma-delta modulator.

[BibT_eX]

[DOI]