Xiaoxiao Li

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 236

Top Venues

Publications

Chao Ren, Han Yu, Hongyi Peng, Xiaoli Tang, Anran Li, Yulan Gao, Alysa Ziying Tan, Bo Zhao, Xiaoxiao Li, Zengxiang Li, Qiang Yang
Advances and Open Challenges in Federated Learning with Foundation Models. CoRR (2024)
Xiaoxiao Li, Zhihao Xu, Zerong Su, Hongpeng Wang, Shuai Li
Distance- and Velocity-Based Simultaneous Obstacle Avoidance and Target Tracking for Multiple Wheeled Mobile Robots. IEEE Trans. Intell. Transp. Syst. 25 (2) (2024)
Ruinan Jin, Wenlong Deng, Minghui Chen, Xiaoxiao Li
Universal Debiased Editing on Foundation Models for Fair Medical Image Classification. CoRR (2024)
Yanting Yang, Beidi Zhao, Zhuohao Ni, Yize Zhao, Xiaoxiao Li
Learnable Community-Aware Transformer for Brain Connectome Analysis with Token Clustering. CoRR (2024)
Ruinan Jin, Chun-Yin Huang, Chenyu You, Xiaoxiao Li
Backdoor Attack on Unpaired Medical Image-Text Foundation Models: A Pilot Study on MedCLIP. CoRR (2024)
Xiaoli Tang, Han Yu, Xiaoxiao Li, Sarit Kraus
Intelligent Agents for Auction-based Federated Learning: A Survey. CoRR (2024)
Xiaoxiao Li, Yong Xie, Hui Wang, Xing Su, Haifeng Li
dAPRE:Efficient and Reliable Attribute-Based Proxy Re-Encryption Using DAG for Data Sharing in IoT. IEEE Trans. Consumer Electron. 70 (1) (2024)
Wenlong Deng, Blair Chen, Xiaoxiao Li, Christos Thrampoulidis
Content Conditional Debiasing for Fair Text Embedding. CoRR (2024)
Liang Peng, Songyue Cai, Zongqian Wu, Huifang Shang, Xiaofeng Zhu, Xiaoxiao Li
MMGPL: Multimodal Medical Data Analysis with Graph Prompt Learning. Medical Image Anal. 97 (2024)
Liping Yi, Han Yu, Chao Ren, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
Federated Model Heterogeneous Matryoshka Representation Learning. CoRR (2024)
Xiaoli Tang, Han Yu, Xiaoxiao Li
Agent-oriented Joint Decision Support for Data Owners in Auction-based Federated Learning. CoRR (2024)
Liping Yi, Han Yu, Chao Ren, Heng Zhang, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
pFedAFM: Adaptive Feature Mixture for Batch-Level Personalization in Heterogeneous Federated Learning. CoRR (2024)
Congzhen Shi, Ryan Rezai, Jiaxi Yang, Qi Dou, Xiaoxiao Li
A Survey on Trustworthiness in Foundation Models for Medical Image Analysis. CoRR (2024)
Xiaoxiao Li, Minjia Shi, Shukai Wang, Haodong Lu, Yuxuan Zheng
²-Linear Codes. IEEE Trans. Inf. Theory 70 (5) (2024)
Haorong Wu, Ziqi Luo, Fuchun Sun, Xiaoxiao Li, Yongxin Zhao
An Improvement Method for Improving the Surface Defect Detection of Industrial Products Based on Contour Matching Algorithms. Sensors 24 (12) (2024)
Hongyi Peng, Han Yu, Xiaoli Tang, Xiaoxiao Li
FedCal: Achieving Local and Global Calibration in Federated Learning via Aggregated Parameterized Scaler. CoRR (2024)
Xiaoxiao Li, Huaiwei Sun, Yong Yang, Xunlai Sun, Ming Xiong, Shuo Ouyang, Haichen Li, Hui Qin, Wenxin Zhang
Different Vegetation Covers Leading to the Uncertainty and Consistency of ET Estimation: A Case Study Assessment with Extended Triple Collocation. Remote. Sens. 16 (13) (2024)
Xiaosong Wang, Xiaofan Zhang, Guotai Wang, Junjun He, Zhongyu Li, Wentao Zhu, Yi Guo, Qi Dou, Xiaoxiao Li, Dequan Wang, Liang Hong, Qicheng Lao, Tong Ruan, Yukun Zhou, Yixue Li, Jie Zhao, Kang Li, Xin Sun, Lifeng Zhu, Shaoting Zhang
OpenMEDLab: An Open-source Platform for Multi-modality Foundation Models in Medicine. CoRR (2024)
Zhongbing Xie, Gang Cai, Xiaoxiao Li, Qiao-Li Dong
Tseng's extragradient method with double projection for solving pseudomonotone variational inequality problems in Hilbert spaces. Comput. Appl. Math. 43 (4) (2024)
Liang Peng, Yujie Mo, Jie Xu, Jialie Shen, Xiaoshuang Shi, Xiaoxiao Li, Heng Tao Shen, Xiaofeng Zhu
GRLC: Graph Representation Learning With Constraints. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Nick Mecklenburg, Yiyou Lin, Xiaoxiao Li, Daniel Holstein, Leonardo O. Nunes, Sara Malvar, Bruno Silva, Ranveer Chandra, Vijay Aski, Pavan Kumar Reddy Yannam, Tolga Aktas, Todd Hendry
Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning. CoRR (2024)
Liping Yi, Han Yu, Chao Ren, Heng Zhang, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
pFedMoE: Data-Level Personalization with Mixture of Experts for Model-Heterogeneous Personalized Federated Learning. CoRR (2024)
Beidi Zhao, Wenlong Deng, Zi Han (henry) Li, Chen Zhou, Zuhua Gao, Gang Wang, Xiaoxiao Li
LESS: Label-efficient multi-scale learning for cytological whole slide image screening. Medical Image Anal. 94 (2024)
Ruinan Jin, Zikang Xu, Yuan Zhong, Qiongsong Yao, Qi Dou, S. Kevin Zhou, Xiaoxiao Li
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models. CoRR (2024)
Meirui Jiang, Anjie Le, Xiaoxiao Li, Qi Dou
Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate. ICLR (2024)
Ruinan Jin, Chun-Yin Huang, Chenyu You, Xiaoxiao Li
Backdoor Attack on Unpaired Medical Image-Text Foundation Models: A Pilot Study on MedCLIP. SaTML (2024)
Sana Ayromlou, Teresa Tsang, Purang Abolmaesumi, Xiaoxiao Li
CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning. CoRR (2024)
Guang Yang, Brandon Edwards, Spyridon Bakas, Qi Dou, Daguang Xu, Xiaoxiao Li, Wanying Wang
Federated learning as a catalyst for digital healthcare innovations. Patterns 5 (7) (2024)
Chun-Yin Huang, Kartik Srinivas, Xin Zhang, Xiaoxiao Li
Overcoming Data and Model Heterogeneities in Decentralized Federated Learning via Synthetic Anchors. CoRR (2024)
Sana Ayromlou, Teresa Tsang, Purang Abolmaesumi, Xiaoxiao Li
CCSI: Continual Class-Specific Impression for data-free class incremental learning. Medical Image Anal. 97 (2024)
Weina Jin, Xiaoxiao Li, Ghassan Hamarneh
Rethinking AI Explainability and Plausibility. CoRR (2023)
Yilin Yang, Kamil Adamczewski, Danica J. Sutherland, Xiaoxiao Li, Mijung Park
Differentially Private Neural Tangent Kernels for Privacy-Preserving Data Generation. CoRR (2023)
Weina Jin, Xiaoxiao Li, Mostafa Fatehi, Ghassan Hamarneh
Guidelines and evaluation of clinical explainable AI in medical image analysis. Medical Image Anal. 84 (2023)
Wenlong Deng, Christos Thrampoulidis, Xiaoxiao Li
Heterogeneous Federated Learning with Group-Aware Prompt Tuning. CoRR (2023)
Liang Peng, Nan Wang, Jie Xu, Xiaofeng Zhu, Xiaoxiao Li
GATE: Graph CCA for Temporal Self-Supervised Learning for Label-Efficient fMRI Analysis. IEEE Trans. Medical Imaging 42 (2) (2023)
Xinli Li, Xiaoxiao Li, Guotian Yang
A novelty harmony search algorithm of image segmentation for multilevel thresholding using learning experience and search space constraints. Multim. Tools Appl. 82 (1) (2023)
Qingyu Wu, Xiaoxiao Li, Kang Wang, Hazrat Bilal
Regional feature fusion for on-road detection of objects using camera and 3D-LiDAR in high-speed autonomous vehicles. Soft Comput. 27 (23) (2023)
Chun-Yin Huang, Ruinan Jin, Can Zhao, Daguang Xu, Xiaoxiao Li
Federated Virtual Learning on Heterogeneous Data with Local-global Distillation. CoRR (2023)
Wenlong Deng, Yuan Zhong, Qi Dou, Xiaoxiao Li
On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations. CoRR (2023)
Xiaoxiao Li, Mengping Long, Jin Huang, Jianghua Wu, Hui Shen, Fuling Zhou, Jinxuan Hou, Yu Xu, Du Wang, Liye Mei, Yiqiang Liu, Taobo Hu, Cheng Lei
An orientation-free ring feature descriptor with stain-variability normalization for pathology image matching. Comput. Biol. Medicine 167 (2023)
Minjia Shi, Xiaoxiao Li, Denis S. Krotov, Ferruh Özbudak
Quasi-Cyclic Perfect Codes in Doob Graphs and Special Partitions of Galois Rings. IEEE Trans. Inf. Theory 69 (9) (2023)
Xiaoxiao Li, Gaosheng Zhang, An Zhu, Weiyong Li, Shuming Fang, Xiaoyue Yang, Jianchao Zhu
Transsion TSUP's speech recognition system for ASRU 2023 MADASR Challenge. CoRR (2023)
Xiaoran Zhang, Daniel H. Pak, Shawn S. Ahn, Xiaoxiao Li, Chenyu You, Lawrence H. Staib, Albert J. Sinusas, Alexandra L. N. Wong, James S. Duncan
Heteroscedastic Uncertainty Estimation for Probabilistic Unsupervised Registration of Noisy Medical Images. CoRR (2023)
Liang Peng, Songyue Cai, Zongqian Wu, Huifang Shang, Xiaofeng Zhu, Xiaoxiao Li
MMGPL: Multimodal Medical Data Analysis with Graph Prompt Learning. CoRR (2023)
Xiaoxiao Li, Zhao Song, Guangyi Zhang
Sparse Convolution for Approximate Sparse Instance. CoRR (2023)
Ruinan Jin, Minghui Chen, Qiong Zhang, Xiaoxiao Li
Forgettable Federated Linear Learning with Certified Data Removal. CoRR (2023)
Xiaoxiao Li, Yinhe Wang, Shengping Li
Double Model Following Adaptive Control for a Complex Dynamical Network. Entropy 25 (1) (2023)
Yangsibo Huang, Chun-Yin Huang, Xiaoxiao Li, Kai Li
A Dataset Auditing Method for Collaboratively Trained Machine Learning Models. IEEE Trans. Medical Imaging 42 (7) (2023)
Ziyuan Yang, Yingyu Chen, Huijie Huangfu, Maosong Ran, Hui Wang, Xiaoxiao Li, Yi Zhang
Dynamic Corrected Split Federated Learning With Homomorphic Encryption for U-Shaped Medical Image Networks. IEEE J. Biomed. Health Informatics 27 (12) (2023)
Konstantin D. Pandl, Chun-Yin Huang, Ivan Beschastnikh, Xiaoxiao Li, Scott Thiebes, Ali Sunyaev
Scalable Data Point Valuation in Decentralized Learning. CoRR (2023)
Ruinan Jin, Xiaoxiao Li
Backdoor attack and defense in federated generative adversarial network-based medical image synthesis. Medical Image Anal. 90 (2023)
Ziyuan Yang, Zerui Shao, Huijie Huangfu, Hui Yu, Andrew Beng Jin Teoh, Xiaoxiao Li, Hongming Shan, Yi Zhang
Energizing Federated Learning via Filter-Aware Attention. CoRR (2023)
Ruiqi Luo, Wenjie Zhang, Xiaoxiao Li, Zhaojing Wang, Luyao Ye
Research on Active Detection Methods for Video Anomaly Events Based on Concept Semantics. QRS Companion (2023)
Wenlong Deng, Yuan Zhong, Qi Dou, Xiaoxiao Li
On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations. IPMI (2023)
Anushree Bannadabhavi, Soojin Lee, Wenlong Deng, Xiaoxiao Li
Community-Aware Transformer for Autism Prediction in fMRI Connectome. CoRR (2023)
Jee Seok Yoon, Chenghao Zhang, Heung-Il Suk, Jia Guo, Xiaoxiao Li
SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation. IPMI (2023)
Mehdi Setayesh, Xiaoxiao Li, Vincent W. S. Wong
PerFedMask: Personalized Federated Learning with Optimized Masking Vectors. ICLR (2023)
Shuli An, Bennan Sun, Chengyu Mao, Yingshuang Wang, Xiaoxiao Li
Design and Implementation of Material Management System. BDEIM (2023)
Minjia Shi, Xiaoxiao Li, Denis S. Krotov, Ferruh Özbudak
Quasi-cyclic perfect codes in Doob graphs and special partitions of Galois rings. CoRR (2023)
Liang Peng, Nan Wang, Nicha C. Dvornek, Xiaofeng Zhu, Xiaoxiao Li
FedNI: Federated Graph Learning With Network Inpainting for Population-Based Disease Prediction. IEEE Trans. Medical Imaging 42 (7) (2023)
Jiaxi Yang, Wenglong Deng, Benlin Liu, Yangsibo Huang, Xiaoxiao Li
Matching-based Data Valuation for Generative Model. CoRR (2023)
Bin Wang, Xiaoxiao Li, Xiaomeng Liu, Lanchang Xing, Muzhi Gao, Liyun Lao, Jianqin Deng, Xinmin Ge, Zhoutuo Wei
Dielectric Dispersion of Hydrate-Bearing Artificial Sediment - Detection Method and Experimental Observations. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xiaoxiao Li, Jiamin Hu
Research between investor sentiment and bitcoin price based on the VAR model. ICMML (2023)
Minghui Chen, Meirui Jiang, Qi Dou, Zehua Wang, Xiaoxiao Li
FedSoup: Improving Generalization and Personalization in Federated Learning via Selective Model Interpolation. CoRR (2023)
Beidi Zhao, Wenlong Deng, Zi Han Li, Chen Zhou, Zuhua Gao, Gang Wang, Xiaoxiao Li
Clinical-Inspired Cytological Whole Slide Image Screening with Just Slide-Level Labels. CoRR (2023)
Nan Wang, Shaohui Lin, Xiaoxiao Li, Ke Li, Yunhang Shen, Yue Gao, Lizhuang Ma
MISSU: 3D Medical Image Segmentation via Self-Distilling TransUNet. IEEE Trans. Medical Imaging 42 (9) (2023)
Xiaoxiao Li, Zhao Song, Jiaming Yang
Federated Adversarial Learning: A Framework with Convergence Analysis. ICML (2023)
Xinnan Dai, Caihua Shan, Jie Zheng, Xiaoxiao Li, Dongsheng Li
Biological Factor Regulatory Neural Network. CoRR (2023)
Meirui Jiang, Yuan Zhong, Anjie Le, Xiaoxiao Li, Qi Dou
Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging. MICCAI (2) (2023)
Songnian He, Qiao-Li Dong, Xiaoxiao Li
The randomized Kaczmarz algorithm with the probability distribution depending on the angle. Numer. Algorithms 93 (1) (2023)
Meirui Jiang, Yuan Zhong, Anjie Le, Xiaoxiao Li, Qi Dou
Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging. CoRR (2023)
Minghui Chen, Meirui Jiang, Qi Dou, Zehua Wang, Xiaoxiao Li
FedSoup: Improving Generalization and Personalization in Federated Learning via Selective Model Interpolation. MICCAI (2) (2023)
Anushree Bannadabhavi, Soojin Lee, Wenlong Deng, Rex Ying, Xiaoxiao Li
Community-Aware Transformer for Autism Prediction in fMRI Connectome. MICCAI (8) (2023)
Aiping Yang, Yumeng Liu, Jinbin Wang, Xiaoxiao Li, Jiale Cao, Zhong Ji, Yanwei Pang
Visual-quality-driven unsupervised image dehazing. Neural Networks 167 (2023)
Weikang Qiu, Huangrui Chu, Selena Wang, Haolan Zuo, Xiaoxiao Li, Yize Zhao, Rex Ying
Learning High-Order Relationships of Brain Regions. CoRR (2023)
Duong Viet Thong, Xiaoxiao Li, Qiao-Li Dong, Tien Dung Vu, Nguyen Phuong Lan
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 92 (4) (2023)
Weina Jin, Jianyu Fan, Diane Gromala, Philippe Pasquier, Xiaoxiao Li, Ghassan Hamarneh
Transcending XAI Algorithm Boundaries through End-User-Inspired Design. CoRR (2022)
Xiaoxiao Li, Minjia Shi
New classes of binary few weight codes from trace codes over a chain ring. J. Appl. Math. Comput. 68 (3) (2022)
Minjia Shi, Shukai Wang, Xiaoxiao Li
-linear codes: rank and kernel. CoRR (2022)
Nan Wang, Shaohui Lin, Xiaoxiao Li, Ke Li, Yunhang Shen, Yue Gao, Lizhuang Ma
MISSU: 3D Medical Image Segmentation via Self-distilling TransUNet. CoRR (2022)
Ruinan Jin, Xiaoxiao Li
Backdoor Attack is a Devil in Federated GAN-Based Medical Image Synthesis. SASHIMI@MICCAI (2022)
Ruichen Yao, Ziteng Cui, Xiaoxiao Li, Lin Gu
Improving Fairness in Image Classification via Sketching. CoRR (2022)
Bingbing Zhang, Zhengtao Wang, Yi Shen, Wang Li, Feng Xu, Xiaoxiao Li
Evaluation of foF2 and hmF2 Parameters of IRI-2016 Model in Different Latitudes over China under High and Low Solar Activity Years. Remote. Sens. 14 (4) (2022)
Carl Yang, Xiaoxiao Li, Nathalie Baracaldo, Neil Shah, Chaoyang He, Lingjuan Lyu, Lichao Sun, Salman Avestimehr
The 1st International Workshop on Federated Learning with Graph Data (FedGraph). CIKM (2022)
Zhihao Xu, Xiaoxiao Li, Shuai Li, Hongmin Wu, Xuefeng Zhou
Dynamic neural networks based adaptive optimal impedance control for redundant manipulators under physical constraints. Neurocomputing 471 (2022)
Ziyuan Yang, Wenjun Xia, Zexin Lu, Yingyu Chen, Xiaoxiao Li, Yi Zhang
Hypernetwork-based Personalized Federated Learning for Multi-Institutional CT Imaging. CoRR (2022)
Xiaoxiao Li, Minjia Shi
A tight upper bound on the number of non-zero weights of a quasi-cyclic code. CoRR (2022)
Xiaoxiao Li, Zhao Song, Runzhou Tao, Guangyi Zhang
A Convergence Theory for Federated Average: Beyond Smoothness. CoRR (2022)
Garima Aggarwal, Chun-Yin Huang, Di Fan, Xiaoxiao Li, Zehua Wang
DeMed: A Novel and Efficient Decentralized Learning Framework for Medical Images Classification on Blockchain. DeCaF/FAIR@MICCAI (2022)
Nan Lu, Zhao Wang, Xiaoxiao Li, Gang Niu, Qi Dou, Masashi Sugiyama
Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients. CoRR (2022)
Weina Jin, Xiaoxiao Li, Mostafa Fatehi, Ghassan Hamarneh
Guidelines and evaluation for clinical explainable AI on medical image analysis. CoRR (2022)
Yinxia Gao, Dun-Gang Li, Fan Yang, Xiaoxiao Li
Fractional Landweber Iterative Regularization Method for Solving the Inverse Problem of Time-Fractional Schrödinger Equation. Symmetry 14 (10) (2022)
Xiaoxiao Li, Zhao Song, Runzhou Tao, Guangyi Zhang
A Convergence Theory for Federated Average: Beyond Smoothness. Big Data (2022)
Liang Peng, Nan Wang, Jie Xu, Xiaofeng Zhu, Xiaoxiao Li
GATE: Graph CCA for Temporal SElf-supervised Learning for Label-efficient fMRI Analysis. CoRR (2022)
Ziteng Cui, Yingying Zhu, Lin Gu, Guo-Jun Qi, Xiaoxiao Li, Renrui Zhang, Zenghui Zhang, Tatsuya Harada
Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object Detection. ECCV (9) (2022)
Zhihao Xu, Xuefeng Zhou, Hongmin Wu, Xiaoxiao Li, Shuai Li
Motion Planning of Manipulators for Simultaneous Obstacle Avoidance and Target Tracking: An RNN Approach With Guaranteed Performance. IEEE Trans. Ind. Electron. 69 (4) (2022)
Chun-Yin Huang, Qi Lei, Xiaoxiao Li
Efficient Medical Image Assessment via Self-supervised Learning. CoRR (2022)
Jee Seok Yoon, Chenghao Zhang, Heung-Il Suk, Jia Guo, Xiaoxiao Li
SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation. CoRR (2022)
Chun-Yin Huang, Qi Lei, Xiaoxiao Li
Efficient Medical Image Assessment via Self-supervised Learning. DALI@MICCAI (2022)
Meirui Jiang, Hongzheng Yang, Xiaoxiao Li, Quande Liu, Pheng-Ann Heng, Qi Dou
Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance. MICCAI (3) (2022)

Xiaoxiao Li.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Xiaoxiao Li