Tan Li

32 papers B 5Journal 22Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive Layer-Wise Personalized Federated Deep Reinforcement Learning for Heterogeneous Edge Caching.
IEEE Trans. Cogn. Commun. Netw.
Tan Li, Zhen Li, Hai Liu, Chao Yang, Tse-Tin Chan, Jun Cai
2026 J jnl
Client Association and Resource Allocation for NOMA-Enabled Hierarchical Federated Learning With Non-IID Data.
IEEE Trans. Netw. Sci. Eng.
Tan Li, Linqi Song
2025 J jnl
Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning.
IEEE J. Sel. Areas Commun.
Guangfeng Yan, Tan Li, Kui Wu, Linqi Song
2025 J jnl
Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration.
CoRR
Li Pan, Yupei Zhang, Qiushi Yang, Tan Li, Zhen Chen
2025 J jnl
Long-tailed medical diagnosis with relation-aware representation learning and iterative classifier calibration.
Comput. Biol. Medicine
Li Pan, Yupei Zhang, Qiushi Yang, Tan Li, Zhen Chen
2025 J jnl
Unified Multi-Modal Diagnostic Framework With Reconstruction Pre-Training and Heterogeneity-Combat Tuning.
IEEE J. Biomed. Health Informatics
Yupei Zhang, Li Pan, Qiushi Yang, Tan Li, Zhen Chen
2024 B conf
Communication-Efficient Multi-Modal Federated Learning via Dynamic Client-Modality Matching.
IEEE Big Data
Tan Li, Yanming Gong, Hai Liu, Zhen Chen, Linqi Song
2024 — conf
Focus on Focus: Focus-oriented Representation Learning and Multi-view Cross-modal Alignment for Glioma Grading.
BIBM
Li Pan, Yupei Zhang, Qiushi Yang, Tan Li, Xiaohan Xing, Maximus C. F. Yeung, Zhen Chen
2024 J jnl
Focus on Focus: Focus-oriented Representation Learning and Multi-view Cross-modal Alignment for Glioma Grading.
CoRR
Li Pan, Yupei Zhang, Qiushi Yang, Tan Li, Xiaohan Xing, Maximus C. F. Yeung, Zhen Chen
2024 J jnl
Improved Quantization Strategies for Managing Heavy-tailed Gradients in Distributed Learning.
CoRR
Guangfeng Yan, Tan Li, Yuanzhang Xiao, Hanxu Hou, Linqi Song
2024 J jnl
Killing two birds with one stone: Quantization achieves privacy in distributed learning.
Digit. Signal Process.
Guangfeng Yan, Tan Li, Kui Wu, Linqi Song
2024 B conf
Personalized Federated Deep Reinforcement Learning for Heterogeneous Edge Content Caching Networks.
WiOpt
Zhen Li, Tan Li, Hai Liu, Tse-Tin Chan
2024 J jnl
Personalized Federated Deep Reinforcement Learning for Heterogeneous Edge Content Caching Networks.
CoRR
Zhen Li, Tan Li, Hai Liu, Tse-Tin Chan
2024 B conf
Truncated Non-Uniform Quantization for Distributed SGD.
ITW
Guangfeng Yan, Tan Li, Yuanzhang Xiao, Hanxu Hou, Congduan Li, Linqi Song
2024 J jnl
Truncated Non-Uniform Quantization for Distributed SGD.
CoRR
Guangfeng Yan, Tan Li, Yuanzhang Xiao, Congduan Li, Linqi Song
2024 J jnl
Unified Multi-modal Diagnostic Framework with Reconstruction Pre-training and Heterogeneity-combat Tuning.
CoRR
Yupei Zhang, Li Pan, Qiushi Yang, Tan Li, Zhen Chen
2023 — conf
Combat Long-Tails in Medical Classification with Relation-Aware Consistency and Virtual Features Compensation.
MICCAI (6)
Li Pan, Yupei Zhang, Qiushi Yang, Tan Li, Zhen Chen
2023 J jnl
Federated Online Learning Aided Multi-Objective Proactive Caching in Heterogeneous Edge Networks.
IEEE Trans. Cogn. Commun. Netw.
Tan Li, Linqi Song
2023 J jnl
Killing Two Birds with One Stone: Quantization Achieves Privacy in Distributed Learning.
CoRR
Guangfeng Yan, Tan Li, Kui Wu, Linqi Song
2023 J jnl
Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning.
CoRR
Guangfeng Yan, Tan Li, Tian Lan, Kui Wu, Linqi Song
2022 J jnl
AC-SGD: Adaptively Compressed SGD for Communication-Efficient Distributed Learning.
IEEE J. Sel. Areas Commun.
Guangfeng Yan, Tan Li, Shao-Lun Huang, Tian Lan, Linqi Song
2022 B conf
Federated Adaptive Bandits Aided Caching for Heterogeneous Edge Servers with Uncertainty.
WCNC
Tan Li, Linqi Song
2022 J jnl
Privacy-Preserving Communication-Efficient Federated Multi-Armed Bandits.
IEEE J. Sel. Areas Commun.
Tan Li, Linqi Song
2022 J jnl
Recent advances in biometrics-based user authentication for wearable devices: A contemporary survey.
Digit. Signal Process.
Shuqi Liu, Wei Shao, Tan Li, Weitao Xu, Linqi Song
2021 J jnl
Integrating Future Smart Home Operation Platform With Demand Side Management via Deep Reinforcement Learning.
IEEE Trans. Green Commun. Netw.
Tan Li, Yuanzhang Xiao, Linqi Song
2021 J jnl
Privacy-Preserving Communication-Efficient Federated Multi-Armed Bandits.
CoRR
Tan Li, Linqi Song
2020 — conf
Cross-domain Network Traffic Classification Using Unsupervised Domain Adaptation.
ICOIN
Dongpu Li, Qifeng Yuan, Tan Li, Shuangwu Chen, Jian Yang
2020 B conf
Federated Recommendation System via Differential Privacy.
ISIT
Tan Li, Linqi Song, Christina Fragouli
2020 J jnl
Federated Recommendation System via Differential Privacy.
CoRR
Tan Li, Linqi Song, Christina Fragouli
2020 J jnl
Wireless recommendations for Internet of vehicles: Recent advances, challenges, and opportunities.
Intell. Converged Networks
Tan Li, Congduan Li, Jingjing Luo, Linqi Song
2019 — conf
Deep Reinforcement Learning Based Residential Demand Side Management With Edge Computing.
SmartGridComm
Tan Li, Yuanzhang Xiao, Linqi Song
2018 — conf
Semi-supervised network traffic classification using deep generative models.
ICNC-FSKD
Tan Li, Shuangwu Chen, Zhen Yao, Xiang Chen, Jian Yang