Tan Li

Orcid: 0000-0001-6129-4792

Affiliations:
  • Hang Seng University of Hong Kong, Department of Computer Science, Shatin, Hong Kong
  • City University of Hong Kong, Department of Computer Science, Kowloon Tong, Hong Kong


According to our database1, Tan Li authored at least 16 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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2020
2021
2022
2023
2024
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Legend:

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In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
Killing two birds with one stone: Quantization achieves privacy in distributed learning.
Digit. Signal Process., 2024

Improved Quantization Strategies for Managing Heavy-tailed Gradients in Distributed Learning.
CoRR, 2024

Truncated Non-Uniform Quantization for Distributed SGD.
CoRR, 2024

Truncated Non-Uniform Quantization for Distributed SGD.
Proceedings of the IEEE Information Theory Workshop, 2024

2023
Federated Online Learning Aided Multi-Objective Proactive Caching in Heterogeneous Edge Networks.
IEEE Trans. Cogn. Commun. Netw., August, 2023

Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning.
CoRR, 2023

2022
AC-SGD: Adaptively Compressed SGD for Communication-Efficient Distributed Learning.
IEEE J. Sel. Areas Commun., 2022

Privacy-Preserving Communication-Efficient Federated Multi-Armed Bandits.
IEEE J. Sel. Areas Commun., 2022

Recent advances in biometrics-based user authentication for wearable devices: A contemporary survey.
Digit. Signal Process., 2022

Federated Adaptive Bandits Aided Caching for Heterogeneous Edge Servers with Uncertainty.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

2021
Integrating Future Smart Home Operation Platform With Demand Side Management via Deep Reinforcement Learning.
IEEE Trans. Green Commun. Netw., 2021

2020
Wireless recommendations for Internet of vehicles: Recent advances, challenges, and opportunities.
Intell. Converged Networks, 2020

Federated Recommendation System via Differential Privacy.
Proceedings of the IEEE International Symposium on Information Theory, 2020

Cross-domain Network Traffic Classification Using Unsupervised Domain Adaptation.
Proceedings of the 2020 International Conference on Information Networking, 2020

2019
Deep Reinforcement Learning Based Residential Demand Side Management With Edge Computing.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

2018
Semi-supervised network traffic classification using deep generative models.
Proceedings of the 14th International Conference on Natural Computation, 2018


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