Long Tan Le

Joined

September 2021

Names

Long Tan Le (Preferred)

Emails

****@uni.sydney.edu.au (Confirmed)

****@sydney.edu.au (Confirmed)

Personal Links

Career & Education History

PhD student

University of Sydney (sydney.edu.au)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Nguyen Hoang Tran

2021 – 2025

Expertise

Federated Learning

2021 – 2024

Distributed Optimization

2021 – 2024

Software-Defined Networking

2018 – 2021

Publications

Federated Koopman-Reservoir Learning for Large-Scale Multivariate Time-Series Anomaly Detection
Long Tan Le, Tung-Anh Nguyen, Han Shu, Suranga Seneviratne, Choong Seon Hong, Nguyen H. Tran
- CoRR 2025
- Readers: Everyone
ADMEdge: Accelerating Edge Computing Through Co-design for Enhanced Data Mobility
Tran Anh Kiet, Tran Ngoc Thinh, Thai Ngo, Long Tan Le
- ACIIDS (2) 2025
- Readers: Everyone
Federated PCA on Grassmann Manifold for IoT Anomaly Detection
Tung-Anh Nguyen, Long Tan Le, Tuan Dung Nguyen, Wei Bao, Suranga Seneviratne, Choong Seon Hong, Nguyen Hoang Tran
- IEEE/ACM Trans. Netw. 2024
- Readers: Everyone
$i$REPO: $i$mplicit Reward Pairwise Difference based Empirical Preference Optimization
Long Tan Le, Han Shu, Tung-Anh Nguyen, Choong Seon Hong, Nguyen H. Tran
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Distributionally Robust Federated Learning for Mobile Edge Networks
Long Tan Le, Tung-Anh Nguyen, Tuan-Dung Nguyen, Nguyen Hoang Tran, Nguyen Binh Truong, Phuong L. Vo, Bui Thanh Hung, Tuan Anh Le
- Mob. Networks Appl. 2024
- Readers: Everyone
iREPO: implicit Reward Pairwise Difference based Empirical Preference Optimization
Long Tan Le, Han Shu, Tung-Anh Nguyen, Choong Seon Hong, Nguyen Hoang Tran
- CoRR 2024
- Readers: Everyone
Federated Deep Equilibrium Learning: Harnessing Compact Global Representations to Enhance Personalization
Long Tan Le, Tuan Dung Nguyen, Tung-Anh Nguyen, Choong Seon Hong, Suranga Seneviratne, Wei Bao, Nguyen Hoang Tran
- CIKM 2024
- Readers: Everyone
Federated PCA on Grassmann Manifold for Anomaly Detection in IoT Networks
Tung-Anh Nguyen, Jiayu He, Long Tan Le, Wei Bao, Nguyen Hoang Tran
- Published: 01 Jan 2023, Last Modified: 13 Feb 2024
- INFOCOM 2023
- Readers: Everyone
Federated Deep Equilibrium Learning: A Compact Shared Representation for Edge Communication Efficiency
Long Tan Le, Tuan Dung Nguyen, Tung-Anh Nguyen, Choong Seon Hong, Nguyen Hoang Tran
- Published: 01 Jan 2023, Last Modified: 13 Feb 2024
- CoRR 2023
- Readers: Everyone

View all 13 publications