Xiaoxiao Li - RankMe

380 papers A* 39A 8B 3C 6Journal 255Unranked 63

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Federated and Parameter-Efficient Framework for Large Language Model Training in Medicine. CoRR Anran Li, Yuanyuan Chen, Wenjun Long, Yu Yin, Yan Hu, Hyunjae Kim, Weipeng Zhou, Yujia Zhou, Hongyi Peng, Yang Ren, Xuguang Ai, Zhenyue Qin, Ming Hu, Xiaoxiao Li, Han Yu, Yih-Chung Tham, Lucila Ohno-Machado, Hua Xu, Qingyu Chen
2026	J	`jnl`	A machine learning-based wildfire susceptibility mapping framework for China's three-north shelterbelt region. Ecol. Informatics Kaida Yan, Fengjun Zhao, Lifu Shu, Yongqiang Liu, Mingyu Wang, Liqing Si, Weike Li, Xiaoxiao Li, Shiyuan Zhang, Siwei Li, Jinglu Wang
2026	J	`jnl`	A tight upper bound on the number of nonzero weights of a quasi-cyclic code. Des. Codes Cryptogr. Xiaoxiao Li, Minjia Shi, San Ling
2026	J	`jnl`	Advances and Open Challenges in Federated Foundation Models. IEEE Commun. Surv. Tutorials Chao Ren, Han Yu, Hongyi Peng, Xiaoli Tang, Bo Zhao, Liping Yi, Alysa Ziying Tan, Yulan Gao, Anran Li, Xiaoxiao Li, Zengxiang Li, Qiang Yang
2026	J	`jnl`	AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent. CoRR Yinyi Luo, Yiqiao Jin, Weichen Yu, Mengqi Zhang, Srijan Kumar, Xiaoxiao Li, Weijie Xu, Xin Chen, Jindong Wang
2026	—	`ed.`	Bridging Regulatory Science and Medical Imaging Evaluation; and Distributed, Collaborative, and Federated Learning - First International Workshop, BRIDGE 2025, and 6th International Workshop, DeCaF 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23 and September 27, 2025, Proceedings BRIDGE/DeCaF@MICCAI Ghada Zamzmi, Annika Reinke, Ravi Samala, Meirui Jiang, Xiaoxiao Li, Holger Roth, Mariia Sidulova, Thijs Kooi, Shadi Albarqouni, Spyridon Bakas, Nicola Rieke
2026	J	`jnl`	DUCX: Decomposing Unfairness in Tool-Using Chest X-ray Agents. CoRR Zikang Xu, Ruinan Jin, Xiaoxiao Li
2026	J	`jnl`	Decentralized Model Selection for Test-Time Adaptation in Heterogeneous Connected Systems. ACM Trans. Web Yao Du, Cyril Leung, Zehua Wang, Xiaoxiao Li, Victor C. M. Leung
2026	J	`jnl`	ESVPH: Efficient Searchable and Verifiable Data Sharing Scheme With Partial Hidden Policy for IoT. IEEE Trans. Dependable Secur. Comput. Xiaoxiao Li, Yong Xie, Chunpeng Ge, Cong Peng, Meng Shen
2026	J	`jnl`	Enhancing federated learning through exploring filter-aware relationships and personalizing local structures. Pattern Recognit. Ziyuan Yang, Zerui Shao, Hui Yu, Huijie Huangfu, Andrew Beng Jin Teoh, Xiaoxiao Li, Hongming Shan, Yi Zhang
2026	J	`jnl`	Exploring Federated Unlearning: Review, Comparison, and Insights. IEEE Netw. Yang Zhao, Jiaxi Yang, Yiling Tao, Lixu Wang, Xiaoxiao Li, Dusit Niyato, H. Vincent Poor
2026	J	`jnl`	GSS: Gated Subspace Steering for Selective Memorization Mitigation in LLMs. CoRR Xuanqi Zhang, Haoyang Shang, Xiaoxiao Li
2026	J	`jnl`	Instruction-Free Tuning of Large Vision Language Models for Medical Instruction Following. CoRR Myeongkyun Kang, Soopil Kim, Xiaoxiao Li, Sang Hyun Park
2026	J	`jnl`	LoFi: Location-Aware Fine-Grained Representation Learning for Chest X-ray. CoRR Myeongkyun Kang, Yanting Yang, Xiaoxiao Li
2026	J	`jnl`	PTCMIL: multiple instance learning via prompt token clustering for whole slide image analysis. Medical Image Anal. Beidi Zhao, Sangmook Kim, Hao Chen, Chen Zhou, Zu-hua Gao, Gang Wang, Xiaoxiao Li
2026	J	`jnl`	RVCBench: Benchmarking the Robustness of Voice Cloning Across Modern Audio Generation Models. CoRR Xinting Liao, Ruinan Jin, Hanlin Yu, Deval Pandya, Xiaoxiao Li
2026	J	`jnl`	Rethinking LoRA for Data Heterogeneous Federated Learning: Subspace and State Alignment. CoRR Hongyi Peng, Han Yu, Xiaoxiao Li, Qiang Yang
2026	J	`jnl`	Spend Less, Reason Better: Budget-Aware Value Tree Search for LLM Agents. CoRR Yushu Li, Wenlong Deng, Jiajin Li, Xiaoxiao Li
2026	J	`jnl`	TextResNet: Decoupling and Routing Optimization Signals in Compound AI Systems via Deep Residual Tuning. CoRR Suizhi Huang, Mei Li, Han Yu, Xiaoxiao Li
2026	J	`jnl`	Textual Equilibrium Propagation for Deep Compound AI Systems. CoRR Minghui Chen, Wenlong Deng, James Zou, Han Yu, Xiaoxiao Li
2026	A*	`conf`	TreeBridge: Aligning LLM Embeddings in Industrial Recommender Systems. AAAI Yabo Ni, Yuanpeng Cao, Wenhang Zhou, Bangyang Hong, Zhongyi Zhang, Enlei Cai, Kangle Wu, Anxiang Zeng, Han Yu, Xiaoxiao Li
2026	J	`jnl`	Triangle decompositions of PG(n - 1,2). Discret. Math. Minjia Shi, Xiaoxiao Li, Denis S. Krotov
2026	J	`jnl`	When RAG Hurts: Diagnosing and Mitigating Attention Distraction in Retrieval-Augmented LVLMs. CoRR Beidi Zhao, Wenlong Deng, Xinting Liao, Yushu Li, Nazim Shaikh, Yao Nie, Xiaoxiao Li
2026	J	`jnl`	When Single-Agent with Skills Replace Multi-Agent Systems and When They Fail. CoRR Xiaoxiao Li
2025	J	`jnl`	A Closer Look at Personalized Fine-Tuning in Heterogeneous Federated Learning. CoRR Minghui Chen, Hrad Ghoukasian, Ruinan Jin, Zehua Wang, Sai Praneeth Karimireddy, Xiaoxiao Li
2025	J	`jnl`	A Predictive Cooperative Collision Avoidance for Multi-Robot Systems Using Control Barrier Function. CoRR Xiaoxiao Li, Zhirui Sun, Hongpeng Wang, Shuai Li, Jiankun Wang
2025	J	`jnl`	Accurately matching serial whole slide images for tumor heterogeneity analysis. Biomed. Signal Process. Control. Xiaoxiao Li, Liye Mei, Mengping Long, Jin Huang, Wei Yang, Yan Liu, Xin Hao, Yiqiang Liu, Hui Shen, Jinxuan Hou, Yu Xu, Fuling Zhou, Du Wang, Jianghua Wu, Taobo Hu, Cheng Lei
2025	J	`jnl`	Adaptive Voxel-Weighted Loss Using L1 Norms in Deep Neural Networks for Detection and Segmentation of Prostate Cancer Lesions in PET/CT Images. CoRR Obed Korshie Dzikunu, Shadab Ahamed, Amirhossein Toosi, Xiaoxiao Li, Arman Rahmim
2025	J	`jnl`	An improved lightweight metal sheets surface defect detection algorithm based on YOLOv8. Clust. Comput. Yuechao Bian, Haorong Wu, Fuchun Sun, Qiurong Lv, Xiaoxiao Li
2025	J	`jnl`	Analysis Of The Effect Of The Application Of Montage Artistic Expression Of Video Data Information Technology Processing In Film And Television Choreography. Scalable Comput. Pract. Exp. Xiaoxiao Li, Yanxiang Zhang
2025	J	`jnl`	Can Common VLMs Rival Medical VLMs? Evaluation and Strategic Insights. CoRR Yuan Zhong, Ruinan Jin, Xiaoxiao Li, Qi Dou
2025	A*	`conf`	Can Textual Gradient Work in Federated Learning? ICLR Minghui Chen, Ruinan Jin, Wenlong Deng, Yuanyuan Chen, Zhi Huang, Han Yu, Xiaoxiao Li
2025	J	`jnl`	Can Textual Gradient Work in Federated Learning? CoRR Minghui Chen, Ruinan Jin, Wenlong Deng, Yuanyuan Chen, Zhi Huang, Han Yu, Xiaoxiao Li
2025	J	`jnl`	Collision Risk Quantification and Conflict Resolution in Trajectory Tracking for Acceleration-Actuated Multi-Robot Systems. CoRR Xiaoxiao Li, Zhirui Sun, Mansha Zheng, Hongpeng Wang, Shuai Li, Jiankun Wang
2025	J	`jnl`	Color Image Robust Zero-Hiding Based on Quaternion Improved Radial Harmonic Fourier Moments. Circuits Syst. Signal Process. Weijiang Ye, Jinghua Si, Xiaoxiao Li, Zhaofeng Chen, Zhiqiu Xia, Qi Li, Chunpeng Wang
2025	J	`jnl`	Communication Compression for Distributed Learning with Aggregate and Server-Guided Feedback. CoRR Tomàs Ortega, Chun-Yin Huang, Xiaoxiao Li, Hamid Jafarkhani
2025	A*	`conf`	Commute Graph Neural Networks. ICML Wei Zhuo, Han Yu, Guang Tan, Xiaoxiao Li
2025	J	`jnl`	Comprehensive Evaluation of Quantitative Measurements from Automated Deep Segmentations of PSMA PET/CT Images. CoRR Obed Korshie Dzikunu, Amirhossein Toosi, Shadab Ahamed, Sara Harsini, François Bénard, Xiaoxiao Li, Arman Rahmim
2025	J	`jnl`	Corrigendum to "LESS: Label-efficient multi-scale learning for cytological whole slide image screening" [Medical Image Analysis 94 (2024): 103109]. Medical Image Anal. Beidi Zhao, Wenlong Deng, Zi Han Li, Chen Zhou, Zuhua Gao, Gang Wang, Xiaoxiao Li
2025	A	`conf`	Cross-attention and Self-attention for Audio-visual Speaker Diarization in MISP-Meeting Challenge. INTERSPEECH Zhaoyang Li, Haodong Zhou, Longjie Luo, Xiaoxiao Li, Yongxin Chen, Lin Li, Qingyang Hong
2025	J	`jnl`	Cross-attention and Self-attention for Audio-visual Speaker Diarization in MISP-Meeting Challenge. CoRR Zhaoyang Li, Haodong Zhou, Longjie Luo, Xiaoxiao Li, Yongxin Chen, Lin Li, Qingyang Hong
2025	A*	`conf`	DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models. ICLR Wenlong Deng, Yize Zhao, Vala Vakilian, Minghui Chen, Xiaoxiao Li, Christos Thrampoulidis
2025	J	`jnl`	Dynamic masking-based feature interaction modeling for e-commerce click-through rate prediction. Eng. Appl. Artif. Intell. Yabo Ni, Yueqiu Wu, Jingyi Li, Anxiang Zeng, Han Yu, Xiaoxiao Li
2025	J	`jnl`	EMGANet: Edge-Aware Multi-Scale Group-Mix Attention Network for Breast Cancer Ultrasound Image Segmentation. IEEE J. Biomed. Health Informatics Jin Huang, Yazhao Mao, Jingwen Deng, Zhaoyi Ye, Yimin Zhang, Jingwen Zhang, Lan Dong, Hui Shen, Jinxuan Hou, Yu Xu, Xiaoxiao Li, Sheng Liu, Du Wang, Shengrong Sun, Liye Mei, Cheng Lei
2025	J	`jnl`	EPREAR:An Efficient Attribute-Based Proxy Re-Encryption Scheme With Fast Revocation for Data Sharing in AIoT. IEEE Trans. Mob. Comput. Xiaoxiao Li, Yong Xie, Cong Peng, Entao Luo, Xiong Li, Zhili Zhou
2025	J	`jnl`	EchoAgent: Guideline-Centric Reasoning Agent for Echocardiography Measurement and Interpretation. CoRR Matin Daghyani, Lyuyang Wang, Nima Hashemi, Bassant Medhat, Baraa Abdelsamad, Eros Rojas Velez, Xiaoxiao Li, Michael Y. Tsang, Christina Luong, Teresa S. M. Tsang, Purang Abolmaesumi
2025	J	`jnl`	Editorial for Special Issue on Foundation Models for Medical Image Analysis. Medical Image Anal. Xiaosong Wang, Dequan Wang, Xiaoxiao Li, Jens Rittscher, Dimitris N. Metaxas, Shaoting Zhang
2025	J	`jnl`	Efficient Forward-Only Data Valuation for Pretrained LLMs and VLMs. CoRR Wenlong Deng, Jiaming Zhang, Qi Zeng, Christos Thrampoulidis, Boying Gong, Xiaoxiao Li
2025	J	`jnl`	Efficient Shapley Value-based Non-Uniform Pruning of Large Language Models. CoRR Chuan Sun, Han Yu, Lizhen Cui, Xiaoxiao Li
2025	J	`jnl`	Enhancing Clinical Multiple-Choice Questions Benchmarks with Knowledge Graph Guided Distractor Generation. CoRR Running Yang, Wenlong Deng, Minghui Chen, Yuyin Zhou, Xiaoxiao Li
2025	J	`jnl`	FedRE: A Representation Entanglement Framework for Model-Heterogeneous Federated Learning. CoRR Yuan Yao, Lixu Wang, JiaQi Wu, Jin Song, Simin Chen, Zehua Wang, Zijian Tian, Wei Chen, Huixia Li, Xiaoxiao Li
2025	J	`jnl`	FedWeight: mitigating covariate shift of federated learning on electronic health records data through patients re-weighting. npj Digit. Medicine He Zhu, Jun Bai, Na Li, Xiaoxiao Li, Dianbo Liu, David L. Buckeridge, Yue Li
2025	A*	`conf`	Federated Causally Invariant Feature Learning. AAAI Xianjie Guo, Kui Yu, Lizhen Cui, Han Yu, Xiaoxiao Li
2025	J	`jnl`	Federated Learning on Virtual Heterogeneous Data with Local-Global Dataset Distillation. Trans. Mach. Learn. Res. Chun-Yin Huang, Ruinan Jin, Can Zhao, Daguang Xu, Xiaoxiao Li
2025	A*	`conf`	GMValuator: Similarity-based Data Valuation for Generative Models. ICLR Jiaxi Yang, Wenlong Deng, Benlin Liu, Yangsibo Huang, James Zou, Xiaoxiao Li
2025	J	`jnl`	Global Prompt Refinement with Non-Interfering Attention Masking for One-Shot Federated Learning. CoRR Zhuang Qi, Pan Yu, Lei Meng, Sijin Zhou, Han Yu, Xiaoxiao Li, Xiangxu Meng
2025	J	`jnl`	Guest Editorial: Special Issue on Foundation Models in Medical Imaging. IEEE J. Biomed. Health Informatics Jiong Zhang, Huazhu Fu, Caroline Petitjean, Xiaoxiao Li, Julia A. Schnabel
2025	J	`jnl`	HookMIL: Revisiting Context Modeling in Multiple Instance Learning for Computational Pathology. CoRR Xitong Ling, Minxi Ouyang, Xiaoxiao Li, Jiawen Li, Ying Chen, Yuxuan Sun, Xinrui Chen, Tian Guan, Xiaoping Liu, Yonghong He
2025	J	`jnl`	Hypernetwork-Based Physics-Driven Personalized Federated Learning for CT Imaging. IEEE Trans. Neural Networks Learn. Syst. Ziyuan Yang, Wenjun Xia, Zexin Lu, Yingyu Chen, Xiaoxiao Li, Yi Zhang
2025	J	`jnl`	Identity Preserving Latent Diffusion for Brain Aging Modeling. CoRR Gexin Huang, Zhangsihao Yang, Yalin Wang, Guido Gerig, Mengwei Ren, Xiaoxiao Li
2025	J	`jnl`	Interactive Tumor Progression Modeling via Sketch-Based Image Editing. CoRR Gexin Huang, Ruinan Jin, Yucheng Tang, Can Zhao, Tatsuya Harada, Xiaoxiao Li, Gu Lin
2025	J	`jnl`	Linear codes over $ \mathbb{Z}_{p^2} $ with few-weight from down-sets. Adv. Math. Commun. Jinjiao Xu, Minjia Shi, Liqin Qian, Xiaoxiao Li
2025	J	`jnl`	MRRM: Advanced Biomarker Alignment in Multi-Staining Pathology Images via Multi-Scale Ring Rotation-Invariant Matching. IEEE J. Biomed. Health Informatics Xiaoxiao Li, Taobo Hu, Zhengxiong Li, Mengping Long, Zhaoyi Ye, Jin Huang, Yaxiaer Yalikun, Sheng Liu, Yiqiang Liu, Du Wang, Jianghua Wu, Liye Mei, Cheng Lei
2025	J	`jnl`	MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs. CoRR Juncheng Wu, Wenlong Deng, Xingxuan Li, Sheng Liu, Taomian Mi, Yifan Peng, Ziyang Xu, Yi Liu, Hyunjin Cho, Changin Choi, Yihan Cao, Hui Ren, Xiang Li, Xiaoxiao Li, Yuyin Zhou
2025	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 Workshops - ISIC 2024, iMIMIC 2024, EARTH 2024, DeCaF 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6-10, 2024, Proceedings ISIC/iMIMIC/EARTH/DeCaF@MICCAI M. Emre Celebi, Mauricio Reyes, Zhen Chen, Xiaoxiao Li
2025	A*	`conf`	Multi-Session Budget Optimization for Forward Auction-based Federated Learning. ICML Xiaoli Tang, Han Yu, Zengxiang Li, Xiaoxiao Li
2025	J	`jnl`	NAMR-RRT: Neural Adaptive Motion Planning for Mobile Robots in Dynamic Environments. IEEE Trans Autom. Sci. Eng. Zhirui Sun, Bingyi Xia, Peijia Xie, Xiaoxiao Li, Jiankun Wang
2025	J	`jnl`	NeuroLIP: Interpretable and Fair Cross-Modal Alignment of fMRI and Phenotypic Text. CoRR Yanting Yang, Xiaoxiao Li
2025	J	`jnl`	On GRPO Collapse in Search-R1: The Lazy Likelihood-Displacement Death Spiral. CoRR Wenlong Deng, Yushu Li, Boying Gong, Yi Ren, Christos Thrampoulidis, Xiaoxiao Li
2025	J	`jnl`	On the Effect of Negative Gradient in Group Relative Deep Reinforcement Optimization. CoRR Wenlong Deng, Yi Ren, Muchen Li, Danica J. Sutherland, Xiaoxiao Li, Christos Thrampoulidis
2025	J	`jnl`	Optimizing multi-task network with learned prototypes for weakly supervised semantic segmentation. Signal Process. Image Commun. Lei Zhou, Jiasong Wang, Jing Luo, Yuheng Guo, Xiaoxiao Li
2025	—	`conf`	PTCMIL: Multiple Instance Learning via Prompt Token Clustering for Whole Slide Image Analysis. MICCAI (15) Beidi Zhao, Sangmook Kim, Hao Chen, Chen Zhou, Zu-hua Gao, Gang Wang, Xiaoxiao Li
2025	J	`jnl`	PTCMIL: Multiple Instance Learning via Prompt Token Clustering for Whole Slide Image Analysis. CoRR Beidi Zhao, Sangmook Kim, Hao Chen, Chen Zhou, Zu-hua Gao, Gang Wang, Xiaoxiao Li
2025	A*	`conf`	S4M: S4 for multivariate time series forecasting with Missing values. ICLR Peng Jing, Meiqi Yang, Qiong Zhang, Xiaoxiao Li
2025	J	`jnl`	S4M: S4 for multivariate time series forecasting with Missing values. CoRR Jing Peng, Meiqi Yang, Qiong Zhang, Xiaoxiao Li
2025	J	`jnl`	See-in-Pairs: Reference Image-Guided Comparative Vision-Language Models for Medical Diagnosis. CoRR Ruinan Jin, Gexin Huang, Xinwei Shen, Qiong Zhang, Yan Shuo Tan, Xiaoxiao Li
2025	—	`conf`	Segmenting Vessels Encapsulating Tumor Clusters via Fine-Grained Visual Prompt. MICCAI (16) Jiahui Yu, Tianyu Ma, Shenjian Gu, Yuping Guo, Feng Chen, Xiaoxiao Li, Yingke Xu
2025	J	`jnl`	Self-supervised stain normalization empowers privacy-preserving and model generalization in digital pathology. npj Digit. Medicine Jianhang Wang, Jiahui Yu, Haixu Yang, Yunqi Zhu, Lei Jiang, Xiaoxiao Li, Jing Zhang, Yingke Xu
2025	A	`conf`	Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm. INTERSPEECH Zhaoyang Li, Jie Wang, Xiaoxiao Li, Wangjie Li, Longjie Luo, Lin Li, Qingyang Hong
2025	J	`jnl`	Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm. CoRR Zhaoyang Li, Jie Wang, Xiaoxiao Li, Wangjie Li, Longjie Luo, Lin Li, Qingyang Hong
2025	J	`jnl`	Stage-Gate Incentive Design in Product Development With Resource Competition Among Parallel Projects. IEEE Trans. Engineering Management Xiaoxiao Li, Binghan Kou, Jie Gao
2025	—	`conf`	Tela: A Temporal Load-Aware Cloud Virtual Disk Placement Scheme. ASPLOS (1) Difan Tan, Jiawei Li, Hua Wang, Xiaoxiao Li, Wenbo Liu, Zijin Qin, Ke Zhou, Ming Xie, Mengling Tao
2025	J	`jnl`	The b-Symbol Hamming Weight Spectra of Quaternary Kerdock Codes and Related Codes. IEEE Trans. Inf. Theory Hongwei Zhu, Xiaoxiao Li, Minjia Shi, Shu-Tao Xia, Tor Helleseth
2025	J	`jnl`	Token Hidden Reward: Steering Exploration-Exploitation in Group Relative Deep Reinforcement Learning. CoRR Wenlong Deng, Yi Ren, Yushu Li, Boying Gong, Danica J. Sutherland, Xiaoxiao Li, Christos Thrampoulidis
2025	J	`jnl`	Transsion Multilingual Speech Recognition System for MLC-SLM 2025 Challenge. CoRR Xiaoxiao Li, An Zhu, Youhai Jiang, Fengjie Zhu
2025	A*	`conf`	pFedAFM: Adaptive Feature Mixture for Data-Level Personalization in Heterogeneous Federated Learning on Mobile Edge Devices. ICDE Liping Yi, Han Yu, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
2025	A*	`conf`	pFedES: Generalized Proxy Feature Extractor Sharing for Model Heterogeneous Personalized Federated Learning. AAAI Liping Yi, Han Yu, Chao Ren, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
2024	A*	`conf`	A Bias-Free Revenue-Maximizing Bidding Strategy for Data Consumers in Auction-based Federated Learning. IJCAI Xiaoli Tang, Han Yu, Zengxiang Li, Xiaoxiao Li
2024	A*	`conf`	A Simple and Provable Approach for Learning on Noisy Labeled Medical Images. ACM Multimedia Nan Wang, Zonglin Di, Houlin He, Qingchao Jiang, Xiaoxiao Li
2024	J	`jnl`	A Survey on Trustworthiness in Foundation Models for Medical Image Analysis. CoRR Congzhen Shi, Ryan Rezai, Jiaxi Yang, Qi Dou, Xiaoxiao Li
2024	B	`conf`	Advancements in Bug Traceability: A Systematic Mapping Study. SMC Bangchao Wang, Shouya Hu, Luyao Ye, Hongyan Wan, Zhiyuan Zou, Xiaoxiao Li, Jiaxu Zhu
2024	J	`jnl`	Advances and Open Challenges in Federated Learning with Foundation Models. CoRR Chao Ren, Han Yu, Hongyi Peng, Xiaoli Tang, Anran Li, Yulan Gao, Alysa Ziying Tan, Bo Zhao, Xiaoxiao Li, Zengxiang Li, Qiang Yang
2024	A	`conf`	Agent-Oriented Joint Decision Support for Data Owners in Auction-Based Federated Learning. ICME Xiaoli Tang, Han Yu, Xiaoxiao Li
2024	J	`jnl`	Agent-oriented Joint Decision Support for Data Owners in Auction-based Federated Learning. CoRR Xiaoli Tang, Han Yu, Xiaoxiao Li
2024	J	`jnl`	An Improvement Method for Improving the Surface Defect Detection of Industrial Products Based on Contour Matching Algorithms. Sensors Haorong Wu, Ziqi Luo, Fuchun Sun, Xiaoxiao Li, Yongxin Zhao
2024	—	`conf`	Backdoor Attack on Unpaired Medical Image-Text Foundation Models: A Pilot Study on MedCLIP. SaTML Ruinan Jin, Chun-Yin Huang, Chenyu You, Xiaoxiao Li
2024	J	`jnl`	Backdoor Attack on Unpaired Medical Image-Text Foundation Models: A Pilot Study on MedCLIP. CoRR Ruinan Jin, Chun-Yin Huang, Chenyu You, Xiaoxiao Li
2024	J	`jnl`	CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning. CoRR Sana Ayromlou, Teresa Tsang, Purang Abolmaesumi, Xiaoxiao Li
2024	J	`jnl`	CCSI: Continual Class-Specific Impression for data-free class incremental learning. Medical Image Anal. Sana Ayromlou, Teresa Tsang, Purang Abolmaesumi, Xiaoxiao Li
2024	C	`conf`	Coherence Analysis and Interferometric Measurement of P-Band Repeat Pass UAV InSAR. IGARSS Xin Xie, Yunkai Deng, Zihang Jiang, Xiaoxiao Li, Weiming Tian
2024	J	`jnl`	Communication Compression for Distributed Learning without Control Variates. CoRR Tomàs Ortega, Chun-Yin Huang, Xiaoxiao Li, Hamid Jafarkhani
2024	J	`jnl`	Content Conditional Debiasing for Fair Text Embedding. CoRR Wenlong Deng, Blair Chen, Xiaoxiao Li, Christos Thrampoulidis
2024	J	`jnl`	DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models. CoRR Wenlong Deng, Yize Zhao, Vala Vakilian, Minghui Chen, Xiaoxiao Li, Christos Thrampoulidis
2024	—	`conf`	Debiased Noise Editing on Foundation Models for Fair Medical Image Classification. MICCAI (10) Ruinan Jin, Wenlong Deng, Minghui Chen, Xiaoxiao Li
2024	J	`jnl`	Different Vegetation Covers Leading to the Uncertainty and Consistency of ET Estimation: A Case Study Assessment with Extended Triple Collocation. Remote. Sens. Xiaoxiao Li, Huaiwei Sun, Yong Yang, Xunlai Sun, Ming Xiong, Shuo Ouyang, Haichen Li, Hui Qin, Wenxin Zhang
2024	J	`jnl`	Differentially Private Neural Tangent Kernels (DP-NTK) for Privacy-Preserving Data Generation. J. Artif. Intell. Res. Yi Yang, Kamil Adamczewski, Xiaoxiao Li, Danica J. Sutherland, Mijung Park
2024	J	`jnl`	Distance- and Velocity-Based Simultaneous Obstacle Avoidance and Target Tracking for Multiple Wheeled Mobile Robots. IEEE Trans. Intell. Transp. Syst. Xiaoxiao Li, Zhihao Xu, Zerong Su, Hongpeng Wang, Shuai Li
2024	A*	`conf`	Dual Calibration-based Personalised Federated Learning. IJCAI Xiaoli Tang, Han Yu, Run Tang, Chao Ren, Anran Li, Xiaoxiao Li
2024	J	`jnl`	Evolutionary Dynamics-Driven Learning of Optimal Decisions for Nonlinear System: Extend-Policy Iterative Algorithm. IEEE Trans. Cybern. Zilong Tan, Jiayue Sun, Zhenjin Zhao, Xiaoxiao Li, Zifang Zou
2024	C	`conf`	FRELinker: A Novel Issue-Commit Link Recovery Model Based on Feature Refinement and Expansion with Multi-Classifier Fusion. APSEC Bangchao Wang, Xinyu He, Hongyan Wan, Xiaoxiao Li, Jiaxu Zhu, Yukun Cao
2024	A*	`conf`	FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models. NeurIPS Ruinan Jin, Zikang Xu, Yuan Zhong, Qingsong Yao, Qi Dou, S. Kevin Zhou, Xiaoxiao Li
2024	J	`jnl`	FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models. CoRR Ruinan Jin, Zikang Xu, Yuan Zhong, Qiongsong Yao, Qi Dou, S. Kevin Zhou, Xiaoxiao Li
2024	—	`conf`	Fairness in Classifying and Grouping Health Equity Information. Nursing Informatics Ruinan Jin, Xiaoxiao Li, Lorraine J. Block, Ivan Beschastnikh, Leanne M. Currie, Charlene Esteban Ronquillo
2024	A*	`conf`	FedCal: Achieving Local and Global Calibration in Federated Learning via Aggregated Parameterized Scaler. ICML Hongyi Peng, Han Yu, Xiaoli Tang, Xiaoxiao Li
2024	J	`jnl`	FedCal: Achieving Local and Global Calibration in Federated Learning via Aggregated Parameterized Scaler. CoRR Hongyi Peng, Han Yu, Xiaoli Tang, Xiaoxiao Li
2024	J	`jnl`	FedDMC: Efficient and Robust Federated Learning via Detecting Malicious Clients. IEEE Trans. Dependable Secur. Comput. Xutong Mu, Ke Cheng, Yulong Shen, Xiaoxiao Li, Zhao Chang, Tao Zhang, Xindi Ma
2024	A	`conf`	FedRMS: Privacy-Preserving Federated Knowledge Graph Embedding Through Randomization. ICME Qianyu Li, Xiaoli Tang, Siyao Zhou, Han Yu, Hengjie Song, Lizhen Cui, Xiaoxiao Li
2024	A*	`conf`	FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning. IJCAI Liping Yi, Han Yu, Zhuan Shi, Gang Wang, Xiaoguang Liu, Lizhen Cui, Xiaoxiao Li
2024	—	`conf`	Federated Impression for Learning with Distributed Heterogeneous Data. ISIC/iMIMIC/EARTH/DeCaF@MICCAI Atrin Arya, Sana Ayromlou, Armin Saadat, Purang Abolmaesumi, Xiaoxiao Li
2024	J	`jnl`	Federated Impression for Learning with Distributed Heterogeneous Data. CoRR Sana Ayromlou, Atrin Arya, Armin Saadat, Purang Abolmaesumi, Xiaoxiao Li
2024	—	`conf`	Federated Learning with Local Openset Noisy Labels. ECCV (34) Zonglin Di, Zhaowei Zhu, Xiaoxiao Li, Yang Liu
2024	A*	`conf`	Federated Model Heterogeneous Matryoshka Representation Learning. NeurIPS Liping Yi, Han Yu, Chao Ren, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
2024	J	`jnl`	Federated Model Heterogeneous Matryoshka Representation Learning. CoRR Liping Yi, Han Yu, Chao Ren, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
2024	J	`jnl`	Federated learning as a catalyst for digital healthcare innovations. Patterns Guang Yang, Brandon Edwards, Spyridon Bakas, Qi Dou, Daguang Xu, Xiaoxiao Li, Wanying Wang
2024	J	`jnl`	GRLC: Graph Representation Learning With Constraints. IEEE Trans. Neural Networks Learn. Syst. Liang Peng, Yujie Mo, Jie Xu, Jialie Shen, Xiaoshuang Shi, Xiaoxiao Li, Heng Tao Shen, Xiaofeng Zhu
2024	C	`conf`	HANTracer: Leveraging Heterogeneous Graph Attention Network for Large-Scale Requirements-Code Traceability Link Recovery. APSEC Zhiyuan Zou, Bangchao Wang, Hongyan Wan, Huan Jin, Xiaoxiao Li, Yukun Cao
2024	A*	`conf`	Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate. ICLR Meirui Jiang, Anjie Le, Xiaoxiao Li, Qi Dou
2024	—	`conf`	Heteroscedastic Uncertainty Estimation Framework for Unsupervised Registration. MICCAI (2) 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
2024	—	`conf`	HyperBrain: Anomaly Detection for Temporal Hypergraph Brain Networks. MLCN@MICCAI Sadaf Sadeghian, Xiaoxiao Li, Margo I. Seltzer
2024	J	`jnl`	HyperBrain: Anomaly Detection for Temporal Hypergraph Brain Networks. CoRR Sadaf Sadeghian, Xiaoxiao Li, Margo I. Seltzer
2024	J	`jnl`	Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning. CoRR 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
2024	A*	`conf`	Intelligent Agents for Auction-based Federated Learning: A Survey. IJCAI Xiaoli Tang, Han Yu, Xiaoxiao Li, Sarit Kraus
2024	J	`jnl`	Intelligent Agents for Auction-based Federated Learning: A Survey. CoRR Xiaoli Tang, Han Yu, Xiaoxiao Li, Sarit Kraus
2024	J	`jnl`	LESS: Label-efficient multi-scale learning for cytological whole slide image screening. Medical Image Anal. Beidi Zhao, Wenlong Deng, Zi Han (henry) Li, Chen Zhou, Zuhua Gao, Gang Wang, Xiaoxiao Li
2024	J	`jnl`	Learnable Community-Aware Transformer for Brain Connectome Analysis with Token Clustering. CoRR Yanting Yang, Beidi Zhao, Zhuohao Ni, Yize Zhao, Xiaoxiao Li
2024	A*	`conf`	Learning High-Order Relationships of Brain Regions. ICML Weikang Qiu, Huangrui Chu, Selena Wang, Haolan Zuo, Xiaoxiao Li, Yize Zhao, Rex Ying
2024	A*	`conf`	Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning. NeurIPS Minghui Chen, Meirui Jiang, Xin Zhang, Qi Dou, Zehua Wang, Xiaoxiao Li
2024	J	`jnl`	Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning. CoRR Minghui Chen, Meirui Jiang, Xin Zhang, Qi Dou, Zehua Wang, Xiaoxiao Li
2024	J	`jnl`	MMGPL: Multimodal Medical Data Analysis with Graph Prompt Learning. Medical Image Anal. Liang Peng, Songyue Cai, Zongqian Wu, Huifang Shang, Xiaofeng Zhu, Xiaoxiao Li
2024	J	`jnl`	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 Xiaoxiao Li, Zhengxiong Li, Taobo Hu, Mengping Long, Xiao Ma, Jin Huang, Yiqiang Liu, Yaxiaer Yalikun, Sheng Liu, Du Wang, Jianghua Wu, Liye Mei, Cheng Lei
2024	—	`conf`	Machine Learning for Health (ML4H) 2024. ML4H@NeurIPS Helen Zhou, Stefan Hegselmann, Elizabeth Healey, Trenton Chang, Caleb Ellington, Michael Leone, Vishwali Mhasawade, Sana Tonekaboni, Winston Chen, Hyewon Jeong, Xiaoxiao Li, Juyeon Heo, Payal Chandak, Ayush Noori, Sarah Jabbour, Jessica Dafflon, Jerry Ji, Jivat Neet Kaur, Amin Adibi, Xu Cao, Meera Krishnamoorthy, Yidi Huang, Fabian Gröger, Aishwarya Mandyam, Niloufar Saharhkhiz, Teya S. Bergamaschi, William Boag, Jeroen Berrevoets, Matthew Lee, Kyle Heuton, Peniel N. Argaw, Haoran Zhang
2024	J	`jnl`	Mine yOur owN Anatomy: Revisiting Medical Image Segmentation With Extremely Limited Labels. IEEE Trans. Pattern Anal. Mach. Intell. Chenyu You, Weicheng Dai, Fenglin Liu, Yifei Min, Nicha C. Dvornek, Xiaoxiao Li, David A. Clifton, Lawrence H. Staib, James S. Duncan
2024	J	`jnl`	NAMR-RRT: Neural Adaptive Motion Planning for Mobile Robots in Dynamic Environments. CoRR Zhirui Sun, Bingyi Xia, Peijia Xie, Xiaoxiao Li, Jiankun Wang
2024	J	`jnl`	OpenMEDLab: An Open-source Platform for Multi-modality Foundation Models in Medicine. CoRR 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
2024	J	`jnl`	Overcoming Data and Model Heterogeneities in Decentralized Federated Learning via Synthetic Anchors. CoRR Chun-Yin Huang, Kartik Srinivas, Xin Zhang, Xiaoxiao Li
2024	A*	`conf`	Overcoming Data and Model heterogeneities in Decentralized Federated Learning via Synthetic Anchors. ICML Chun-Yin Huang, Kartik Srinivas, Xin Zhang, Xiaoxiao Li
2024	—	`conf`	Patch-Slide Discriminative Joint Learning for Weakly-Supervised Whole Slide Image Representation and Classification. MICCAI (3) Jiahui Yu, Xuna Wang, Tianyu Ma, Xiaoxiao Li, Yingke Xu
2024	J	`jnl`	Rank and Pairs of Rank and Dimension of Kernel of Z IEEE Trans. Inf. Theory Xiaoxiao Li, Minjia Shi, Shukai Wang, Haodong Lu, Yuxuan Zheng
2024	A*	`conf`	Sample Quality Heterogeneity-aware Federated Causal Discovery through Adaptive Variable Space Selection. IJCAI Xianjie Guo, Kui Yu, Hao Wang, Lizhen Cui, Han Yu, Xiaoxiao Li
2024	A	`conf`	The Prospect of Enhancing Large-Scale Heterogeneous Federated Learning with Foundation Models. ICME Yulan Gao, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Han Yu, Xiaoxiao Li
2024	J	`jnl`	Tseng's extragradient method with double projection for solving pseudomonotone variational inequality problems in Hilbert spaces. Comput. Appl. Math. Zhongbing Xie, Gang Cai, Xiaoxiao Li, Qiao-Li Dong
2024	J	`jnl`	Universal Debiased Editing on Foundation Models for Fair Medical Image Classification. CoRR Ruinan Jin, Wenlong Deng, Minghui Chen, Xiaoxiao Li
2024	A*	`conf`	Unlocking the Potential of Prompt-Tuning in Bridging Generalized and Personalized Federated Learning. CVPR Wenlong Deng, Christos Thrampoulidis, Xiaoxiao Li
2024	J	`jnl`	dAPRE:Efficient and Reliable Attribute-Based Proxy Re-Encryption Using DAG for Data Sharing in IoT. IEEE Trans. Consumer Electron. Xiaoxiao Li, Yong Xie, Hui Wang, Xing Su, Haifeng Li
2024	J	`jnl`	pFedAFM: Adaptive Feature Mixture for Batch-Level Personalization in Heterogeneous Federated Learning. CoRR Liping Yi, Han Yu, Chao Ren, Heng Zhang, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
2024	J	`jnl`	pFedMoE: Data-Level Personalization with Mixture of Experts for Model-Heterogeneous Personalized Federated Learning. CoRR Liping Yi, Han Yu, Chao Ren, Heng Zhang, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
2023	J	`jnl`	A Dataset Auditing Method for Collaboratively Trained Machine Learning Models. IEEE Trans. Medical Imaging Yangsibo Huang, Chun-Yin Huang, Xiaoxiao Li, Kai Li
2023	J	`jnl`	A novelty harmony search algorithm of image segmentation for multilevel thresholding using learning experience and search space constraints. Multim. Tools Appl. Xinli Li, Xiaoxiao Li, Guotian Yang
2023	J	`jnl`	An orientation-free ring feature descriptor with stain-variability normalization for pathology image matching. Comput. Biol. Medicine 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
2023	J	`jnl`	Backdoor attack and defense in federated generative adversarial network-based medical image synthesis. Medical Image Anal. Ruinan Jin, Xiaoxiao Li
2023	J	`jnl`	Biological Factor Regulatory Neural Network. CoRR Xinnan Dai, Caihua Shan, Jie Zheng, Xiaoxiao Li, Dongsheng Li
2023	—	`conf`	Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging. MICCAI (2) Meirui Jiang, Yuan Zhong, Anjie Le, Xiaoxiao Li, Qi Dou
2023	J	`jnl`	Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging. CoRR Meirui Jiang, Yuan Zhong, Anjie Le, Xiaoxiao Li, Qi Dou
2023	J	`jnl`	Clinical-Inspired Cytological Whole Slide Image Screening with Just Slide-Level Labels. CoRR Beidi Zhao, Wenlong Deng, Zi Han Li, Chen Zhou, Zuhua Gao, Gang Wang, Xiaoxiao Li
2023	—	`conf`	Community-Aware Transformer for Autism Prediction in fMRI Connectome. MICCAI (8) Anushree Bannadabhavi, Soojin Lee, Wenlong Deng, Rex Ying, Xiaoxiao Li
2023	J	`jnl`	Community-Aware Transformer for Autism Prediction in fMRI Connectome. CoRR Anushree Bannadabhavi, Soojin Lee, Wenlong Deng, Xiaoxiao Li
2023	—	`conf`	Design and Implementation of Material Management System. BDEIM Shuli An, Bennan Sun, Chengyu Mao, Yingshuang Wang, Xiaoxiao Li
2023	J	`jnl`	Dielectric Dispersion of Hydrate-Bearing Artificial Sediment - Detection Method and Experimental Observations. IEEE Trans. Geosci. Remote. Sens. Bin Wang, Xiaoxiao Li, Xiaomeng Liu, Lanchang Xing, Muzhi Gao, Liyun Lao, Jianqin Deng, Xinmin Ge, Zhoutuo Wei
2023	J	`jnl`	Differentially Private Neural Tangent Kernels for Privacy-Preserving Data Generation. CoRR Yilin Yang, Kamil Adamczewski, Danica J. Sutherland, Xiaoxiao Li, Mijung Park
2023	J	`jnl`	Double Model Following Adaptive Control for a Complex Dynamical Network. Entropy Xiaoxiao Li, Yinhe Wang, Shengping Li
2023	J	`jnl`	Dynamic Corrected Split Federated Learning With Homomorphic Encryption for U-Shaped Medical Image Networks. IEEE J. Biomed. Health Informatics Ziyuan Yang, Yingyu Chen, Huijie Huangfu, Maosong Ran, Hui Wang, Xiaoxiao Li, Yi Zhang
2023	J	`jnl`	Energizing Federated Learning via Filter-Aware Attention. CoRR Ziyuan Yang, Zerui Shao, Huijie Huangfu, Hui Yu, Andrew Beng Jin Teoh, Xiaoxiao Li, Hongming Shan, Yi Zhang
2023	J	`jnl`	FedNI: Federated Graph Learning With Network Inpainting for Population-Based Disease Prediction. IEEE Trans. Medical Imaging Liang Peng, Nan Wang, Nicha C. Dvornek, Xiaofeng Zhu, Xiaoxiao Li
2023	—	`conf`	FedSoup: Improving Generalization and Personalization in Federated Learning via Selective Model Interpolation. MICCAI (2) Minghui Chen, Meirui Jiang, Qi Dou, Zehua Wang, Xiaoxiao Li
2023	J	`jnl`	FedSoup: Improving Generalization and Personalization in Federated Learning via Selective Model Interpolation. CoRR Minghui Chen, Meirui Jiang, Qi Dou, Zehua Wang, Xiaoxiao Li
2023	A*	`conf`	Federated Adversarial Learning: A Framework with Convergence Analysis. ICML Xiaoxiao Li, Zhao Song, Jiaming Yang
2023	J	`jnl`	Federated Virtual Learning on Heterogeneous Data with Local-global Distillation. CoRR Chun-Yin Huang, Ruinan Jin, Can Zhao, Daguang Xu, Xiaoxiao Li
2023	J	`jnl`	Forgettable Federated Linear Learning with Certified Data Removal. CoRR Ruinan Jin, Minghui Chen, Qiong Zhang, Xiaoxiao Li
2023	J	`jnl`	GATE: Graph CCA for Temporal Self-Supervised Learning for Label-Efficient fMRI Analysis. IEEE Trans. Medical Imaging Liang Peng, Nan Wang, Jie Xu, Xiaofeng Zhu, Xiaoxiao Li
2023	J	`jnl`	Guidelines and evaluation of clinical explainable AI in medical image analysis. Medical Image Anal. Weina Jin, Xiaoxiao Li, Mostafa Fatehi, Ghassan Hamarneh
2023	J	`jnl`	Heterogeneous Federated Learning with Group-Aware Prompt Tuning. CoRR Wenlong Deng, Christos Thrampoulidis, Xiaoxiao Li
2023	J	`jnl`	Heteroscedastic Uncertainty Estimation for Probabilistic Unsupervised Registration of Noisy Medical Images. CoRR 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
2023	J	`jnl`	Learning High-Order Relationships of Brain Regions. CoRR Weikang Qiu, Huangrui Chu, Selena Wang, Haolan Zuo, Xiaoxiao Li, Yize Zhao, Rex Ying
2023	J	`jnl`	MISSU: 3D Medical Image Segmentation via Self-Distilling TransUNet. IEEE Trans. Medical Imaging Nan Wang, Shaohui Lin, Xiaoxiao Li, Ke Li, Yunhang Shen, Yue Gao, Lizhuang Ma
2023	J	`jnl`	MMGPL: Multimodal Medical Data Analysis with Graph Prompt Learning. CoRR Liang Peng, Songyue Cai, Zongqian Wu, Huifang Shang, Xiaofeng Zhu, Xiaoxiao Li
2023	J	`jnl`	Matching-based Data Valuation for Generative Model. CoRR Jiaxi Yang, Wenglong Deng, Benlin Liu, Yangsibo Huang, Xiaoxiao Li
2023	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops - ISIC 2023, Care-AI 2023, MedAGI 2023, DeCaF 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8-12, 2023, Proceedings ISIC/Care-AI/MedAGI/DeCaF@MICCAI M. Emre Celebi, Md Sirajus Salekin, Hyunwoo J. Kim, Shadi Albarqouni, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu, Ghada Zamzmi, Joshua Levy, Huzefa Rangwala, Annika Reinke, Diya Wynn, Bennett A. Landman, Won-Ki Jeong, Yiqing Shen, Zhongying Deng, Spyridon Bakas, Xiaoxiao Li, Chen Qin, Nicola Rieke, Holger Roth, Daguang Xu
2023	—	`ed.`	Medical Imaging with Deep Learning, MIDL 2023, 10-12 July 2023, Nashville, TN, USA. MIDL Ipek Oguz, Jack H. Noble, Xiaoxiao Li, Martin Styner, Christian Baumgartner, Mirabela Rusu, Tobias Heimann, Despina Kontos, Bennett A. Landman, Benoit M. Dawant
2023	—	`conf`	On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations. IPMI Wenlong Deng, Yuan Zhong, Qi Dou, Xiaoxiao Li
2023	J	`jnl`	On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations. CoRR Wenlong Deng, Yuan Zhong, Qi Dou, Xiaoxiao Li
2023	A*	`conf`	PerFedMask: Personalized Federated Learning with Optimized Masking Vectors. ICLR Mehdi Setayesh, Xiaoxiao Li, Vincent W. S. Wong
2023	J	`jnl`	Quasi-Cyclic Perfect Codes in Doob Graphs and Special Partitions of Galois Rings. IEEE Trans. Inf. Theory Minjia Shi, Xiaoxiao Li, Denis S. Krotov, Ferruh Özbudak
2023	J	`jnl`	Quasi-cyclic perfect codes in Doob graphs and special partitions of Galois rings. CoRR Minjia Shi, Xiaoxiao Li, Denis S. Krotov, Ferruh Özbudak
2023	—	`conf`	Research between investor sentiment and bitcoin price based on the VAR model. ICMML Xiaoxiao Li, Jiamin Hu
2023	—	`conf`	Research on Active Detection Methods for Video Anomaly Events Based on Concept Semantics. QRS Companion Ruiqi Luo, Wenjie Zhang, Xiaoxiao Li, Zhaojing Wang, Luyao Ye
2023	J	`jnl`	Rethinking AI Explainability and Plausibility. CoRR Weina Jin, Xiaoxiao Li, Ghassan Hamarneh
2023	J	`jnl`	Retinex decomposition and fusion dehazing network. J. Electronic Imaging Aiping Yang, Yaran Zhou, Jinbin Wang, Xiaoxiao Li, Jin Liu, Jiale Cao, Yanwei Pang
2023	—	`conf`	SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation. IPMI Jee Seok Yoon, Chenghao Zhang, Heung-Il Suk, Jia Guo, Xiaoxiao Li
2023	J	`jnl`	Scalable Data Point Valuation in Decentralized Learning. CoRR Konstantin D. Pandl, Chun-Yin Huang, Ivan Beschastnikh, Xiaoxiao Li, Scott Thiebes, Ali Sunyaev
2023	J	`jnl`	Sparse Convolution for Approximate Sparse Instance. CoRR Xiaoxiao Li, Zhao Song, Guangyi Zhang
2023	J	`jnl`	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 Duong Viet Thong, Xiaoxiao Li, Qiao-Li Dong, Vu Tien Dung, Nguyen Phuong Lan
2023	J	`jnl`	The randomized Kaczmarz algorithm with the probability distribution depending on the angle. Numer. Algorithms Songnian He, Qiao-Li Dong, Xiaoxiao Li
2023	J	`jnl`	Transsion TSUP's speech recognition system for ASRU 2023 MADASR Challenge. CoRR Xiaoxiao Li, Gaosheng Zhang, An Zhu, Weiyong Li, Shuming Fang, Xiaoyue Yang, Jianchao Zhu
2023	J	`jnl`	Visual-quality-driven unsupervised image dehazing. Neural Networks Aiping Yang, Yumeng Liu, Jinbin Wang, Xiaoxiao Li, Jiale Cao, Zhong Ji, Yanwei Pang
2022	B	`conf`	A Convergence Theory for Federated Average: Beyond Smoothness. IEEE Big Data Xiaoxiao Li, Zhao Song, Runzhou Tao, Guangyi Zhang
2022	J	`jnl`	A Convergence Theory for Federated Average: Beyond Smoothness. CoRR Xiaoxiao Li, Zhao Song, Runzhou Tao, Guangyi Zhang
2022	J	`jnl`	A tight upper bound on the number of non-zero weights of a quasi-cyclic code. CoRR Xiaoxiao Li, Minjia Shi
2022	J	`jnl`	Backdoor Attack and Defense in Federated Generative Adversarial Network-based Medical Image Synthesis. CoRR Ruinan Jin, Xiaoxiao Li
2022	J	`jnl`	Backdoor Attack is A Devil in Federated GAN-based Medical Image Synthesis. CoRR Ruinan Jin, Xiaoxiao Li
2022	—	`conf`	Backdoor Attack is a Devil in Federated GAN-Based Medical Image Synthesis. SASHIMI@MICCAI Ruinan Jin, Xiaoxiao Li
2022	—	`conf`	Class Impression for Data-Free Incremental Learning. MICCAI (4) Sana Ayromlou, Purang Abolmaesumi, Teresa Tsang, Xiaoxiao Li
2022	J	`jnl`	Class Impression for Data-free Incremental Learning. CoRR Sana Ayromlou, Purang Abolmaesumi, Teresa Tsang, Xiaoxiao Li
2022	J	`jnl`	Critical direction projection networks for few-shot learning. Appl. Intell. Sheng Bi, Yongxing Wang, Xiaoxiao Li, Min Dong, Jinhui Zhu
2022	—	`conf`	DeMed: A Novel and Efficient Decentralized Learning Framework for Medical Images Classification on Blockchain. DeCaF/FAIR@MICCAI Garima Aggarwal, Chun-Yin Huang, Di Fan, Xiaoxiao Li, Zehua Wang
2022	—	`ed.`	Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health - Third MICCAI Workshop, DeCaF 2022, and Second MICCAI Workshop, FAIR 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18 and 22, 2022, Proceedings DeCaF/FAIR@MICCAI Shadi Albarqouni, Spyridon Bakas, Sophia Bano, M. Jorge Cardoso, Bishesh Khanal, Bennett A. Landman, Xiaoxiao Li, Chen Qin, Islem Rekik, Nicola Rieke, Holger Roth, Debdoot Sheet, Daguang Xu
2022	—	`conf`	Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance. MICCAI (3) Meirui Jiang, Hongzheng Yang, Xiaoxiao Li, Quande Liu, Pheng-Ann Heng, Qi Dou
2022	J	`jnl`	Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance. CoRR Meirui Jiang, Hongzheng Yang, Xiaoxiao Li, Quande Liu, Pheng-Ann Heng, Qi Dou
2022	J	`jnl`	Dynamic neural networks based adaptive optimal impedance control for redundant manipulators under physical constraints. Neurocomputing Zhihao Xu, Xiaoxiao Li, Shuai Li, Hongmin Wu, Xuefeng Zhou
2022	—	`conf`	Efficient Medical Image Assessment via Self-supervised Learning. DALI@MICCAI Chun-Yin Huang, Qi Lei, Xiaoxiao Li
2022	J	`jnl`	Efficient Medical Image Assessment via Self-supervised Learning. CoRR Chun-Yin Huang, Qi Lei, Xiaoxiao Li
2022	A*	`conf`	Evaluating Explainable AI on a Multi-Modal Medical Imaging Task: Can Existing Algorithms Fulfill Clinical Requirements? AAAI Weina Jin, Xiaoxiao Li, Ghassan Hamarneh
2022	J	`jnl`	Evaluating Explainable AI on a Multi-Modal Medical Imaging Task: Can Existing Algorithms Fulfill Clinical Requirements? CoRR Weina Jin, Xiaoxiao Li, Ghassan Hamarneh
2022	J	`jnl`	Evaluation of foF2 and hmF2 Parameters of IRI-2016 Model in Different Latitudes over China under High and Low Solar Activity Years. Remote. Sens. Bingbing Zhang, Zhengtao Wang, Yi Shen, Wang Li, Feng Xu, Xiaoxiao Li
2022	—	`conf`	Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object Detection. ECCV (9) Ziteng Cui, Yingying Zhu, Lin Gu, Guo-Jun Qi, Xiaoxiao Li, Renrui Zhang, Zenghui Zhang, Tatsuya Harada
2022	J	`jnl`	Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object Detection. CoRR Ziteng Cui, Yingying Zhu, Lin Gu, Guo-Jun Qi, Xiaoxiao Li, Renrui Zhang, Zenghui Zhang, Tatsuya Harada
2022	J	`jnl`	FedMT: Federated Learning with Mixed-type Labels. CoRR Qiong Zhang, Aline Talhouk, Gang Niu, Xiaoxiao Li
2022	J	`jnl`	Federated Adversarial Learning: A Framework with Convergence Analysis. CoRR Xiaoxiao Li, Zhao Song, Jiaming Yang
2022	J	`jnl`	Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients. CoRR Nan Lu, Zhao Wang, Xiaoxiao Li, Gang Niu, Qi Dou, Masashi Sugiyama
2022	A*	`conf`	Federated Learning from Only Unlabeled Data with Class-conditional-sharing Clients. ICLR Nan Lu, Zhao Wang, Xiaoxiao Li, Gang Niu, Qi Dou, Masashi Sugiyama
2022	J	`jnl`	Few-weight codes over a non-chain ring associated with simplicial complexes and their distance optimal Gray image. Finite Fields Their Appl. Minjia Shi, Xiaoxiao Li
2022	J	`jnl`	Fractional Landweber Iterative Regularization Method for Solving the Inverse Problem of Time-Fractional Schrödinger Equation. Symmetry Yinxia Gao, Dun-Gang Li, Fan Yang, Xiaoxiao Li
2022	J	`jnl`	GATE: Graph CCA for Temporal SElf-supervised Learning for Label-efficient fMRI Analysis. CoRR Liang Peng, Nan Wang, Jie Xu, Xiaofeng Zhu, Xiaoxiao Li
2022	J	`jnl`	Guidelines and evaluation for clinical explainable AI on medical image analysis. CoRR Weina Jin, Xiaoxiao Li, Mostafa Fatehi, Ghassan Hamarneh
2022	J	`jnl`	Hypernetwork-based Personalized Federated Learning for Multi-Institutional CT Imaging. CoRR Ziyuan Yang, Wenjun Xia, Zexin Lu, Yingyu Chen, Xiaoxiao Li, Yi Zhang
2022	J	`jnl`	Improving Fairness in Image Classification via Sketching. CoRR Ruichen Yao, Ziteng Cui, Xiaoxiao Li, Lin Gu
2022	—	`conf`	Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis. MICCAI (8) Hejie Cui, Wei Dai, Yanqiao Zhu, Xiaoxiao Li, Lifang He, Carl Yang
2022	J	`jnl`	Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis. CoRR Hejie Cui, Wei Dai, Yanqiao Zhu, Xiaoxiao Li, Lifang He, Carl Yang
2022	J	`jnl`	MISSU: 3D Medical Image Segmentation via Self-distilling TransUNet. CoRR Nan Wang, Shaohui Lin, Xiaoxiao Li, Ke Li, Yunhang Shen, Yue Gao, Lizhuang Ma
2022	J	`jnl`	Mining confident supervision by prototypes discovering and annotation selection for weakly supervised semantic segmentation. Neurocomputing Lei Zhou, Huagui Chen, Yufeng Wei, Xiaoxiao Li
2022	J	`jnl`	Motion Planning of Manipulators for Simultaneous Obstacle Avoidance and Target Tracking: An RNN Approach With Guaranteed Performance. IEEE Trans. Ind. Electron. Zhihao Xu, Xuefeng Zhou, Hongmin Wu, Xiaoxiao Li, Shuai Li
2022	J	`jnl`	New classes of binary few weight codes from trace codes over a chain ring. J. Appl. Math. Comput. Xiaoxiao Li, Minjia Shi
2022	J	`jnl`	Rank and pairs of Rank and Dimension of Kernel of Z CoRR Xiaoxiao Li, Minjia Shi, Shukai Wang
2022	J	`jnl`	RestoreDet: Degradation Equivariant Representation for Object Detection in Low Resolution Images. CoRR Ziteng Cui, Yingying Zhu, Lin Gu, Guo-Jun Qi, Xiaoxiao Li, Peng Gao, Zenghui Zhang, Tatsuya Harada
2022	J	`jnl`	Revisiting the extragradient method for finding the minimum-norm solution of non-Lipschitzian pseudo-monotone variational inequalities. Comput. Appl. Math. Duong Viet Thong, Xiaoxiao Li, Qiao-Li Dong, Nguyen Thi Cam Van, Hoang Van Thang
2022	J	`jnl`	Robust Split Federated Learning for U-shaped Medical Image Networks. CoRR Ziyuan Yang, Yingyu Chen, Huijie Huangfu, Maosong Ran, Hui Wang, Xiaoxiao Li, Yi Zhang
2022	J	`jnl`	SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation. CoRR Jee Seok Yoon, Chenghao Zhang, Heung-Il Suk, Jia Guo, Xiaoxiao Li
2022	A	`conf`	SCaLa: Supervised Contrastive Learning for End-to-End Speech Recognition. INTERSPEECH Li Fu, Xiaoxiao Li, Runyu Wang, Fan Lu, Zhengchen Zhang, Meng Chen, Youzheng Wu, Xiaodong He
2022	J	`jnl`	Simultaneous Obstacle Avoidance and Target Tracking of Multiple Wheeled Mobile Robots With Certified Safety. IEEE Trans. Cybern. Xiaoxiao Li, Zhihao Xu, Shuai Li, Zerong Su, Xuefeng Zhou
2022	A	`conf`	The 1st International Workshop on Federated Learning with Graph Data (FedGraph). CIKM Carl Yang, Xiaoxiao Li, Nathalie Baracaldo, Neil Shah, Chaoyang He, Lingjuan Lyu, Lichao Sun, Salman Avestimehr
2022	J	`jnl`	Transcending XAI Algorithm Boundaries through End-User-Inspired Design. CoRR Weina Jin, Jianyu Fan, Diane Gromala, Philippe Pasquier, Xiaoxiao Li, Ghassan Hamarneh
2022	J	`jnl`	Z CoRR Minjia Shi, Shukai Wang, Xiaoxiao Li
2021	J	`jnl`	3D placement of unmanned aerial vehicles and partially overlapped channel assignment for throughput maximization. Digit. Commun. Networks Chengming Zou, Xiaoxiao Li, Xing Liu, Mengya Zhang
2021	J	`jnl`	A New Family of Optimal Binary Few-Weight Codes From Simplicial Complexes. IEEE Commun. Lett. Xiaoxiao Li, Minjia Shi
2021	J	`jnl`	A Vary-Parameter Convergence-Accelerated Recurrent Neural Network for Online Solving Dynamic Matrix Pseudoinverse and its Robot Application. Neural Process. Lett. Xiaoxiao Li, Shuai Li, Zhihao Xu, Xuefeng Zhou
2021	J	`jnl`	BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis. Medical Image Anal. Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek, Muhan Zhang, Siyuan Gao, Juntang Zhuang, Dustin Scheinost, Lawrence H. Staib, Pamela Ventola, James S. Duncan
2021	J	`jnl`	BrainNNExplainer: An Interpretable Graph Neural Network Framework for Brain Network based Disease Analysis. CoRR Hejie Cui, Wei Dai, Yanqiao Zhu, Xiaoxiao Li, Lifang He, Carl Yang
2021	—	`ed.`	Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning - 10th Workshop, CLIP 2021, Second Workshop, DCL 2021, First Workshop, LL-COVID19 2021, and First Workshop and Tutorial, PPML 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27 and October 1, 2021, Proceedings CLIP/DCL/LL-COVID19/PPML@MICCAI Cristina Oyarzun Laura, M. Jorge Cardoso, Michal Rosen-Zvi, Georgios Kaissis, Marius George Linguraru, Raj Shekhar, Stefan Wesarg, Marius Erdt, Klaus Drechsler, Yufei Chen, Shadi Albarqouni, Spyridon Bakas, Bennett A. Landman, Nicola Rieke, Holger Roth, Xiaoxiao Li, Daguang Xu, Maria Gabrani, Ender Konukoglu, Michal Guindy, Daniel Rueckert, Alexander Ziller, Dmitrii Usynin, Jonathan Passerat-Palmbach
2021	J	`jnl`	Collaboration of multiple SCARA robots with guaranteed safety using recurrent neural networks. Neurocomputing Yuhong He, Xiaoxiao Li, Zhihao Xu, Xuefeng Zhou, Shuai Li
2021	J	`jnl`	Common-Mode Voltage Suppression Strategy Based on Fast MPC for a Five-Level Nested Neutral Point Piloted Converter. IEEE Access Wei Luo, Xiaoxiao Li, Changbao Zheng, Mingli Zhou
2021	J	`jnl`	Demographic-Guided Attention in Recurrent Neural Networks for Modeling Neuropathophysiological Heterogeneity. CoRR Nicha C. Dvornek, Xiaoxiao Li, Juntang Zhuang, Pamela Ventola, James S. Duncan
2021	J	`jnl`	Designs, permutations, and projective planes. CoRR Minjia Shi, Xiaoxiao Li, Patrick Solé
2021	—	`conf`	EMA: Auditing Data Removal from Trained Models. MICCAI (5) Yangsibo Huang, Xiaoxiao Li, Kai Li
2021	J	`jnl`	EMA: Auditing Data Removal from Trained Models. CoRR Yangsibo Huang, Xiaoxiao Li, Kai Li
2021	J	`jnl`	Estimating and Improving Fairness with Adversarial Learning. CoRR Xiaoxiao Li, Ziteng Cui, Yifan Wu, Li Gu, Tatsuya Harada
2021	A*	`conf`	FL-NTK: A Neural Tangent Kernel-based Framework for Federated Learning Analysis. ICML Baihe Huang, Xiaoxiao Li, Zhao Song, Xin Yang
2021	J	`jnl`	FL-NTK: A Neural Tangent Kernel-based Framework for Federated Learning Convergence Analysis. CoRR Baihe Huang, Xiaoxiao Li, Zhao Song, Xin Yang
2021	A*	`conf`	FedBN: Federated Learning on Non-IID Features via Local Batch Normalization. ICLR Xiaoxiao Li, Meirui Jiang, Xiaofei Zhang, Michael Kamp, Qi Dou
2021	J	`jnl`	FedBN: Federated Learning on Non-IID Features via Local Batch Normalization. CoRR Xiaoxiao Li, Meirui Jiang, Xiaofei Zhang, Michael Kamp, Qi Dou
2021	J	`jnl`	FedNI: Federated Graph Learning with Network Inpainting for Population-Based Disease Prediction. CoRR Liang Peng, Nan Wang, Nicha C. Dvornek, Xiaofeng Zhu, Xiaoxiao Li
2021	C	`conf`	Incremental Learning for End-to-End Automatic Speech Recognition. ASRU Li Fu, Xiaoxiao Li, Libo Zi, Zhengchen Zhang, Youzheng Wu, Xiaodong He, Bowen Zhou
2021	—	`conf`	Kinematic control of wheeled mobile manipulators subject to inherent physical constraints and noise disturbances. RCAR Xiaoxiao Li, Zhihao Xu, Shuai Li, Kanyang Jiang, Xuefeng Zhou, Li Jiang
2021	A	`conf`	Leveraging Human Selective Attention for Medical Image Analysis with Limited Training Data. BMVC Yifei Huang, Xiaoxiao Li, Lijin Yang, Lin Gu, Yingying Zhu, Hirofumi Seo, Qiuming Meng, Tatsuya Harada, Yoichi Sato
2021	J	`jnl`	Leveraging Human Selective Attention for Medical Image Analysis with Limited Training Data. CoRR Yifei Huang, Xiaoxiao Li, Lijin Yang, Lin Gu, Yingying Zhu, Hirofumi Seo, Qiuming Meng, Tatsuya Harada, Yoichi Sato
2021	A*	`conf`	On InstaHide, Phase Retrieval, and Sparse Matrix Factorization. ICLR Sitan Chen, Xiaoxiao Li, Zhao Song, Danyang Zhuo
2021	—	`conf`	On the Fairness of Swarm Learning in Skin Lesion Classification. CLIP/DCL/LL-COVID19/PPML@MICCAI Di Fan, Yifan Wu, Xiaoxiao Li
2021	J	`jnl`	On the Fairness of Swarm Learning in Skin Lesion Classification. CoRR Di Fan, Yifan Wu, Xiaoxiao Li
2021	J	`jnl`	One Map Does Not Fit All: Evaluating Saliency Map Explanation on Multi-Modal Medical Images. CoRR Weina Jin, Xiaoxiao Li, Ghassan Hamarneh
2021	J	`jnl`	Publication delay adjusted impact factor: The effect of publication delay of articles on journal impact factor. J. Informetrics Xiaolong Guo, Xiaoxiao Li, Yugang Yu
2021	—	`conf`	Robust Formation Tracking of Multiple Wheeled Mobile Robots Under External Disturbance. ICIRA (4) Kanyang Jiang, Xiaoxiao Li, Zhihao Xu, Xuefeng Zhou, Shuai Li
2021	J	`jnl`	SCaLa: Supervised Contrastive Learning for End-to-End Automatic Speech Recognition. CoRR Li Fu, Xiaoxiao Li, Runyu Wang, Zhengchen Zhang, Youzheng Wu, Xiaodong He, Bowen Zhou
2021	J	`jnl`	Strong Convergence of the Modified Inertial Extragradient Method with Line-Search Process for Solving Variational Inequality Problems in Hilbert Spaces. J. Sci. Comput. Zhongbing Xie, Gang Cai, Xiaoxiao Li, Qiao-Li Dong
2021	A*	`conf`	Subgraph Federated Learning with Missing Neighbor Generation. NeurIPS Ke Zhang, Carl Yang, Xiaoxiao Li, Lichao Sun, Siu-Ming Yiu
2021	J	`jnl`	Subgraph Federated Learning with Missing Neighbor Generation. CoRR Ke Zhang, Carl Yang, Xiaoxiao Li, Lichao Sun, Siu-Ming Yiu
2021	J	`jnl`	Texture Memory-Augmented Deep Patch-Based Image Inpainting. IEEE Trans. Image Process. Rui Xu, Minghao Guo, Jiaqi Wang, Xiaoxiao Li, Bolei Zhou, Chen Change Loy
2021	J	`jnl`	TsmoBN: Interventional Generalization for Unseen Clients in Federated Learning. CoRR Meirui Jiang, Xiaofei Zhang, Michael Kamp, Xiaoxiao Li, Qi Dou
2021	J	`jnl`	Two classes of optimal p-ary few-weight codes from down-sets. Discret. Appl. Math. Minjia Shi, Xiaoxiao Li
2020	B	`conf`	A Few-shot Dynamic Obstacle Avoidance Strategy in Unknown Environments. IJCNN Xiaoxiao Li, Sheng Bi, Yongxing Wang, Min Dong, Zhangshao Chen
2020	J	`jnl`	Acceleration Level Control of Redundant Manipulators with Physical Constraints Compliance and Disturbance Rejection under Complex Environment. Complex. Jinglun Liang, Yisheng Rong, Guoliang Ye, Xiaoxiao Li, Jianwen Guo, Zhenzhen He
2020	A*	`conf`	Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE. ICML Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Sekhar Tatikonda, Xenophon Papademetris, James S. Duncan
2020	J	`jnl`	Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE. CoRR Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Sekhar Tatikonda, Xenophon Papademetris, James S. Duncan
2020	J	`jnl`	Automating Document Classification with Distant Supervision to Increase the Efficiency of Systematic Reviews. CoRR Xiaoxiao Li, Rabah A. Al-Zaidy, Amy X. Zhang, Stefan Baral, Le Bao, C. Lee Giles
2020	J	`jnl`	Bi-criteria Acceleration Level Obstacle Avoidance of Redundant Manipulator. Frontiers Neurorobotics Weifeng Zhao, Xiaoxiao Li, Xin Chen, Xin Su, Guanrong Tang
2020	J	`jnl`	Blind Photograph Watermarking with Robust Defocus-Based JND Model. Wirel. Commun. Mob. Comput. Chun-Xing Wang, Xiaoxiao Li, Meiling Xu, Jun Wang, Wenbo Wan
2020	J	`jnl`	Cooperative Kinematic Control for Multiple Redundant Manipulators Under Partially Known Information Using Recurrent Neural Network. IEEE Access Xiaoxiao Li, Zhihao Xu, Shuai Li, Hongmin Wu, Xuefeng Zhou
2020	—	`conf`	Cross-Modality Segmentation by Self-supervised Semantic Alignment in Disentangled Content Space. DART/DCL@MICCAI Junlin Yang, Xiaoxiao Li, Daniel H. Pak, Nicha C. Dvornek, Julius Chapiro, Ming De Lin, James S. Duncan
2020	J	`jnl`	Data mining algorithms for bridge health monitoring: Kohonen clustering and LSTM prediction approaches. J. Supercomput. Aiping Guo, Ajuan Jiang, Jie Lin, Xiaoxiao Li
2020	—	`conf`	Demographic-Guided Attention in Recurrent Neural Networks for Modeling Neuropathophysiological Heterogeneity. MLMI@MICCAI Nicha C. Dvornek, Xiaoxiao Li, Juntang Zhuang, Pamela Ventola, James S. Duncan
2020	—	`conf`	Efficient Shapley Explanation for Features Importance Estimation Under Uncertainty. MICCAI (1) Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek, Yufeng Gu, Pamela Ventola, James S. Duncan
2020	C	`conf`	Explain Graph Neural Networks to Understand Weighted Graph Features in Node Classification. CD-MAKE Xiaoxiao Li, João Saúde
2020	J	`jnl`	Explain Graph Neural Networks to Understand Weighted Graph Features in Node Classification. CoRR Xiaoxiao Li, João Saúde
2020	—	`conf`	Graph embedding using Infomax for ASD classification and brain functional difference detection. Biomedical Applications in Molecular, Structural, and Functional Imaging Xiaoxiao Li, Nicha C. Dvornek, Juntang Zhuang, Pamela Ventola, James S. Duncan
2020	J	`jnl`	How Many Weights Can a Cyclic Code Have? IEEE Trans. Inf. Theory Minjia Shi, Xiaoxiao Li, Alessandro Neri, Patrick Solé
2020	J	`jnl`	Incremental Learning for End-to-End Automatic Speech Recognition. CoRR Li Fu, Xiaoxiao Li, Libo Zi
2020	J	`jnl`	Knowledge Distillation Meets Self-Supervision. CoRR Guodong Xu, Ziwei Liu, Xiaoxiao Li, Chen Change Loy
2020	—	`conf`	Knowledge Distillation Meets Self-supervision. ECCV (9) Guodong Xu, Ziwei Liu, Xiaoxiao Li, Chen Change Loy
2020	J	`jnl`	Laplacian Redecomposition for Multimodal Medical Image Fusion. IEEE Trans. Instrum. Meas. Xiaoxiao Li, Xiaopeng Guo, Pengfei Han, Xiang Wang, Huaguang Li, Tao Luo
2020	J	`jnl`	MixCon: Adjusting the Separability of Data Representations for Harder Data Recovery. CoRR Xiaoxiao Li, Yangsibo Huang, Binghui Peng, Zhao Song, Kai Li
2020	J	`jnl`	Multi-Physical Coupling Field Study of 500 kV GIL: Simulation, Characteristics, and Analysis. IEEE Access Hai-Qing Niu, Zeming Chen, Huang Zhang, Xin Luo, Xiaoliang Zhuang, Xiaoxiao Li, Bo Yang
2020	J	`jnl`	Multi-site fMRI Analysis Using Privacy-preserving Federated Learning and Domain Adaptation: ABIDE Results. CoRR Xiaoxiao Li, Yufeng Gu, Nicha C. Dvornek, Lawrence H. Staib, Pamela Ventola, James S. Duncan
2020	J	`jnl`	Multi-site fMRI analysis using privacy-preserving federated learning and domain adaptation: ABIDE results. Medical Image Anal. Xiaoxiao Li, Yufeng Gu, Nicha C. Dvornek, Lawrence H. Staib, Pamela Ventola, James S. Duncan
2020	J	`jnl`	On the number of frequency hypercubes F CoRR Minjia Shi, Shukai Wang, Xiaoxiao Li, Denis S. Krotov
2020	J	`jnl`	Polycyclic codes as invariant subspaces. Finite Fields Their Appl. Minjia Shi, Xiaoxiao Li, Zahra Sepasdar, Patrick Solé
2020	—	`conf`	Pooling Regularized Graph Neural Network for fMRI Biomarker Analysis. MICCAI (7) Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek, Muhan Zhang, Juntang Zhuang, Pamela Ventola, James S. Duncan
2020	J	`jnl`	Pooling Regularized Graph Neural Network for fMRI Biomarker Analysis. CoRR Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek, Muhan Zhang, Juntang Zhuang, Pamela Ventola, James S. Duncan
2020	J	`jnl`	REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs. Medical Image Anal. José Ignacio Orlando, Huazhu Fu, João Barbosa Breda, Karel van Keer, Deepti R. Bathula, Andrés Diaz-Pinto, Ruogu Fang, Pheng-Ann Heng, Jeyoung Kim, Joonho Lee, Joonseok Lee, Xiaoxiao Li, Peng Liu, Shuai Lu, Balamurali Murugesan, Valery Naranjo, Sai Samarth R. Phaye, Sharath M. Shankaranarayana, Hrvoje Bogunovic
2020	—	`conf`	Real-time Data Visualization of Intelligent Networked Vehicles. CNIOT Erxin Sun, Zongjuan Chen, Sixing Li, Xiaoxiao Li
2020	J	`jnl`	Research on Modeling Units of Transformer Transducer for Mandarin Speech Recognition. CoRR Li Fu, Xiaoxiao Li, Libo Zi
2020	J	`jnl`	Texture Memory-Augmented Deep Patch-Based Image Inpainting. CoRR Rui Xu, Minghao Guo, Jiaqi Wang, Xiaoxiao Li, Bolei Zhou, Chen Change Loy
2020	J	`jnl`	Visual Perception Model for Rapid and Adaptive Low-light Image Enhancement. CoRR Xiaoxiao Li, Xiaopeng Guo, Liye Mei, Mingyu Shang, Jie Gao, Maojing Shu, Xiang Wang
2019	J	`jnl`	A Non-linear and Noise-Tolerant ZNN Model and Its Application to Static and Time-Varying Matrix Square Root Finding. Neural Process. Lett. Xiaoxiao Li, Jiguo Yu, Shuai Li, Zehui Shao, Lina Ni
2019	J	`jnl`	Channel coordination of battery supplier and battery swap station of micro-grid with uncertain rental demand. Soft Comput. Yong Long, Deng Xu, Xiaoxiao Li
2019	—	`conf`	Construction of Multivariable Fuzzy Time Series Model Based on Multidimensional Information Distribution Technology. ICNC-FSKD Ye Xue, Xiaoxiao Li, Hengchun Fu
2019	J	`jnl`	Decision Explanation and Feature Importance for Invertible Networks. CoRR Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Junlin Yang, James S. Duncan
2019	—	`conf`	Decision explanation and feature importance for invertible networks. ICCV Workshops Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Junlin Yang, James S. Duncan
2019	A*	`conf`	Deep Flow-Guided Video Inpainting. CVPR Rui Xu, Xiaoxiao Li, Bolei Zhou, Chen Change Loy
2019	J	`jnl`	Deep Flow-Guided Video Inpainting. CoRR Rui Xu, Xiaoxiao Li, Bolei Zhou, Chen Change Loy
2019	—	`conf`	Efficient Interpretation of Deep Learning Models Using Graph Structure and Cooperative Game Theory: Application to ASD Biomarker Discovery. IPMI Xiaoxiao Li, Nicha C. Dvornek, Yuan Zhou, Juntang Zhuang, Pamela Ventola, James S. Duncan
2019	J	`jnl`	Efficient copyright protection for three CT images based on quaternion polar harmonic Fourier moments. Signal Process. Zhiqiu Xia, Xingyuan Wang, Xiaoxiao Li, Chunpeng Wang, Salahuddin Unar, Mingxu Wang, Tingting Zhao
2019	—	`conf`	From Deep Learning Towards Finding Skin Lesion Biomarkers. EMBC Xiaoxiao Li, Junyan Wu, Eric Z. Chen, Hongda Jiang
2019	J	`jnl`	Geometrically Invariant Color Medical Image Null-Watermarking Based on Precise Quaternion Polar Harmonic Fourier Moments. IEEE Access Zhiqiu Xia, Xingyuan Wang, Mingxu Wang, Salahuddin Unar, Chunpeng Wang, Ying Liu, Xiaoxiao Li
2019	J	`jnl`	Graph Embedding Using Infomax for ASD Classification and Brain Functional Difference Detection. CoRR Xiaoxiao Li, Nicha C. Dvornek, Juntang Zhuang, Pamela Ventola, James S. Duncan
2019	—	`conf`	Graph Neural Network for Interpreting Task-fMRI Biomarkers. MICCAI (5) Xiaoxiao Li, Nicha C. Dvornek, Yuan Zhou, Juntang Zhuang, Pamela Ventola, James S. Duncan
2019	J	`jnl`	Graph Neural Network for Interpreting Task-fMRI Biomarkers. CoRR Xiaoxiao Li, Nicha C. Dvornek, Yuan Zhou, Juntang Zhuang, Pamela Ventola, James S. Duncan
2019	A*	`conf`	Hybrid Task Cascade for Instance Segmentation. CVPR Kai Chen, Jiangmiao Pang, Jiaqi Wang, Yu Xiong, Xiaoxiao Li, Shuyang Sun, Wansen Feng, Ziwei Liu, Jianping Shi, Wanli Ouyang, Chen Change Loy, Dahua Lin
2019	J	`jnl`	Hybrid Task Cascade for Instance Segmentation. CoRR Kai Chen, Jiangmiao Pang, Jiaqi Wang, Yu Xiong, Xiaoxiao Li, Shuyang Sun, Wansen Feng, Ziwei Liu, Jianping Shi, Wanli Ouyang, Chen Change Loy, Dahua Lin
2019	—	`conf`	Interpretable Multimodality Embedding of Cerebral Cortex Using Attention Graph Network for Identifying Bipolar Disorder. MICCAI (3) Huzheng Yang, Xiaoxiao Li, Yifan Wu, Siyi Li, Su Lu, James S. Duncan, James C. Gee, Shi Gu
2019	—	`conf`	Invertible Network for Classification and Biomarker Selection for ASD. MICCAI (3) Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Pamela Ventola, James S. Duncan
2019	J	`jnl`	Invertible Network for Classification and Biomarker Selection for ASD. CoRR Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Pamela Ventola, James S. Duncan
2019	—	`conf`	Jointly Discriminative and Generative Recurrent Neural Networks for Learning from fMRI. MLMI@MICCAI Nicha C. Dvornek, Xiaoxiao Li, Juntang Zhuang, James S. Duncan
2019	J	`jnl`	Jointly Discriminative and Generative Recurrent Neural Networks for Learning from fMRI. CoRR Nicha C. Dvornek, Xiaoxiao Li, Juntang Zhuang, James S. Duncan
2019	—	`conf`	Lesion Attributes Segmentation for Melanoma Detection with Multi-Task U-Net. ISBI Eric Z. Chen, Xu Dong, Xiaoxiao Li, Hongda Jiang, Ruichen Rong, Junyan Wu
2019	J	`jnl`	MMDetection: Open MMLab Detection Toolbox and Benchmark. CoRR Kai Chen, Jiaqi Wang, Jiangmiao Pang, Yuhang Cao, Yu Xiong, Xiaoxiao Li, Shuyang Sun, Wansen Feng, Ziwei Liu, Jiarui Xu, Zheng Zhang, Dazhi Cheng, Chenchen Zhu, Tianheng Cheng, Qijie Zhao, Buyu Li, Xin Lu, Rui Zhu, Yue Wu, Jifeng Dai, Jingdong Wang, Jianping Shi, Wanli Ouyang, Chen Change Loy, Dahua Lin
2019	—	`conf`	Mission Reliability Allocation Based on Interval-Hesitant Fuzzy Linguistic Term Sets. IEEM Wen Chen, Guangyan Zhao, Xiaoxiao Li, Yufeng Sun
2019	—	`conf`	Prediction of Treatment Outcome for Autism from Structure of the Brain Based On Sure Independence Screening. ISBI Juntang Zhuang, Nicha C. Dvornek, Qingyu Zhao, Xiaoxiao Li, Pamela Ventola, James S. Duncan
2019	J	`jnl`	REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs. CoRR José Ignacio Orlando, Huazhu Fu, João Barbosa Breda, Karel van Keer, Deepti R. Bathula, Andrés Diaz-Pinto, Ruogu Fang, Pheng-Ann Heng, Jeyoung Kim, Joonho Lee, Joonseok Lee, Xiaoxiao Li, Peng Liu, Shuai Lu, Balamurali Murugesan, Valery Naranjo, Sai Samarth R. Phaye, Sharath M. Shankaranarayana, Apoorva Sikka, Jaemin Son, Anton van den Hengel, Shujun Wang, Junyan Wu, Zifeng Wu, Guanghui Xu, Yong-Li Xu, Pengshuai Yin, Fei Li, Xiulan Zhang, Yanwu Xu, Hrvoje Bogunovic
2019	—	`conf`	Skin Lesion Segmentation with C-UNet. EMBC Junyan Wu, Eric Z. Chen, Ruichen Rong, Xiaoxiao Li, Xu Dong, Hongda Jiang
2018	—	`conf`	2-Channel convolutional 3D deep neural network (2CC3D) for fMRI analysis: ASD classification and feature learning. ISBI Xiaoxiao Li, Nicha C. Dvornek, Xenophon Papademetris, Juntang Zhuang, Lawrence H. Staib, Pamela Ventola, James S. Duncan
2018	J	`jnl`	A nonlinear and noise-tolerant ZNN model solving for time-varying linear matrix equation. Neurocomputing Xiaoxiao Li, Jiguo Yu, Shuai Li, Lina Ni
2018	—	`conf`	Brain Biomarker Interpretation in ASD Using Deep Learning and fMRI. MICCAI (3) Xiaoxiao Li, Nicha C. Dvornek, Juntang Zhuang, Pamela Ventola, James S. Duncan
2018	J	`jnl`	Brain Biomarker Interpretation in ASD Using Deep Learning and fMRI. CoRR Xiaoxiao Li, Nicha C. Dvornek, Juntang Zhuang, Pamela Ventola, James S. Duncan
2018	J	`jnl`	Deep Learning Markov Random Field for Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Ziwei Liu, Xiaoxiao Li, Ping Luo, Chen Change Loy, Xiaoou Tang
2018	J	`jnl`	Efficient Interpretation of Deep Learning Models Using Graph Structure and Cooperative Game Theory: Application to ASD Biomarker Discovery. CoRR Xiaoxiao Li, Nicha C. Dvornek, Yuan Zhou, Juntang Zhuang, Pamela Ventola, James S. Duncan
2018	—	`conf`	Prediction of Pivotal response treatment outcome with task fMRI using random forest and variable selection. ISBI Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Daniel Y.-J. Yang, Pamela Ventola, James S. Duncan
2018	—	`conf`	Prediction of Severity and Treatment Outcome for ASD from fMRI. PRIME@MICCAI Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Pamela Ventola, James S. Duncan
2018	J	`jnl`	Repetitive Motion Estimation Network: Recover cardiac and respiratory signal from thoracic imaging. CoRR Xiaoxiao Li, Vivek K. Singh, Yifan Wu, Klaus J. Kirchberg, James S. Duncan, Ankur Kapoor
2018	—	`conf`	Routing and Spectrum Allocation for Time Varying Traffic by Artificial Bee Colony Algorithm in Elastic Optical Networks. ISPA/IUCC/BDCloud/SocialCom/SustainCom Gang Xu, Xiaoxiao Li, Guojun Yuan, Zhan Wang, Guangming Tan, Xuejun An
2018	—	`conf`	Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation. ECCV (3) Xiaoxiao Li, Chen Change Loy
2018	J	`jnl`	Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation. CoRR Xiaoxiao Li, Chen Change Loy
2018	J	`jnl`	What evidence does deep learning model use to classify Skin Lesions? CoRR Junyan Wu, Xiaoxiao Li, Eric Z. Chen, Hongda Jiang, Xu Dong, Ruichen Rong
2017	J	`jnl`	A kernel-space POF virtual switch. Comput. Electr. Eng. Xiaoxiao Li, Yulei Wu, Jingguo Ge, Hongbo Zheng, Yuepeng E, Chunjing Han, Honglei Lv
2017	C	`conf`	An analytical approach for obtaining the transient solution of the fractional-order buck converter in CCM. IECON Xiaoxiao Li, Yanfeng Chen, Xi Chen, Bo Zhang, Dong Yuan Qiu
2017	A*	`conf`	Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade. CVPR Xiaoxiao Li, Ziwei Liu, Ping Luo, Chen Change Loy, Xiaoou Tang
2017	J	`jnl`	Not All Pixels Are Equal: Difficulty-aware Semantic Segmentation via Deep Layer Cascade. CoRR Xiaoxiao Li, Ziwei Liu, Ping Luo, Chen Change Loy, Xiaoou Tang
2017	J	`jnl`	Video Object Segmentation with Re-identification. CoRR Xiaoxiao Li, Yuankai Qi, Zhe Wang, Kai Chen, Ziwei Liu, Jianping Shi, Ping Luo, Xiaoou Tang, Chen Change Loy
2016	J	`jnl`	Deep Learning Markov Random Field for Semantic Segmentation. CoRR Ziwei Liu, Xiaoxiao Li, Ping Luo, Chen Change Loy, Xiaoou Tang
2016	—	`conf`	Pedestrian Color Naming via Convolutional Neural Network. ACCV (2) Zhiyi Cheng, Xiaoxiao Li, Chen Change Loy
2015	A*	`conf`	Semantic Image Segmentation via Deep Parsing Network. ICCV Ziwei Liu, Xiaoxiao Li, Ping Luo, Chen Change Loy, Xiaoou Tang
2015	J	`jnl`	Semantic Image Segmentation via Deep Parsing Network. CoRR Ziwei Liu, Xiaoxiao Li, Ping Luo, Chen Change Loy, Xiaoou Tang
2014	J	`jnl`	Object-Based Land-Cover Mapping with High Resolution Aerial Photography at a County Scale in Midwestern USA. Remote. Sens. Xiaoxiao Li, Guofan Shao
2014	J	`jnl`	Object-based land-cover classification for metropolitan Phoenix, Arizona, using aerial photography. Int. J. Appl. Earth Obs. Geoinformation Xiaoxiao Li, Soe W. Myint, Yujia Zhang, Christopher S. Galletti, Xiaoxiang Zhang, Billie L. Turner II
2013	A*	`conf`	BigStation: enabling scalable real-time signal processingin large mu-mimo systems. SIGCOMM Qing Yang, Xiaoxiao Li, Hongyi Yao, Ji Fang, Kun Tan, Wenjun Hu, Jiansong Zhang, Yongguang Zhang
2013	A*	`conf`	SAE: social analytic engine for large networks. KDD Yang Yang, Jianfei Wang, Yutao Zhang, Wei Chen, Jing Zhang, Honglei Zhuang, Zhilin Yang, Bo Ma, Zhanpeng Fang, Sen Wu, Xiaoxiao Li, Debing Liu, Jie Tang
2013	—	`conf`	Teeth segmentation via semi-supervised learning. BMEI Yonghui Gao, Xiaoxiao Li
2013	—	`conf`	Text Document Topical Recursive Clustering and Automatic Labeling of a Hierarchy of Document Clusters. PAKDD (2) Xiaoxiao Li, Jiyang Chen, Osmar R. Zaïane
2012	—	`conf`	Electronic commerce and supervision platform in agriculture based on Web 3.0. ICWCA Xiaoxiao Li, Jing Li, Sheng Dai, Chong Shen
2012	—	`conf`	Endoscopes shape reconstruction based on electromagnetic localization and curve fitting. ROBIO Xiaoxiao Li, Baopu Li, Shuang Song, Chao Hu, Max Q.-H. Meng
2011	J	`jnl`	Similarity criterion for image resizing. EURASIP J. Adv. Signal Process. Shungang Hua, Xiaoxiao Li, Qing Zhong
2010	—	`conf`	An FPGA implemented 24-bit audio DAC with 1-bit sigma-delta modulator. APCCAS Xiaoxiao Li, Alex Lee
2010	J	`jnl`	Analysis on oscillation in electro-hydraulic regulating system of steam turbine and fault diagnosis based on PSOBP. Expert Syst. Appl. Xuanyin Wang, Xiaoxiao Li, Fushang Li
2010	—	`conf`	Clustering Scatter Plots Using Data Depth Measures. DMIN Zhanpan Zhang, Xinping Cui, Daniel R. Jeske, Xiaoxiao Li, Jonathan Braun, James Borneman