Scholar
Nguyen H. Tran
Google Scholar ID: 2QacQMgAAAAJ
The University of Sydney
Distributed compUting
optimizAtion
machine Learning (DUAL)
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
12,008
H-index
49
i10-index
126
Publications
20
Co-authors
0
Contact
CV
Open ↗
GitHub
Open ↗
Publications
8 items
Generative Modeling in Protein Design: Neural Representations, Conditional Generation, and Evaluation Standards
2026
Cited
0
Computation and Communication Efficient Federated Unlearning via On-server Gradient Conflict Mitigation and Expression
2026
Cited
0
Agentic AI as a Network Control-Plane Intelligence Layer for Federated Learning over 6G
2026
Cited
0
GoodSpeed: Optimizing Fair Goodput with Adaptive Speculative Decoding in Distributed Edge Inference
2025
Cited
0
Nash Policy Gradient: A Policy Gradient Method with Iteratively Refined Regularization for Finding Nash Equilibria
2025
Cited
0
Knowledge Abstraction for Knowledge-based Semantic Communication: A Generative Causality Invariant Approach
2025
Cited
0
Distributionally Robust Wireless Semantic Communication with Large AI Models
2025
Cited
0
Federated Koopman-Reservoir Learning for Large-Scale Multivariate Time-Series Anomaly Detection
2025
Cited
0
Resume (English only)
Academic Achievements
Promoted to Associate Professor in January 2023
Recipient of the prestigious Sydney Research Accelerator (SOAR) Prize 2022–2023
Paper 'Federated PCA on Grassmann Manifold for Anomaly Detection in IoT Networks' accepted by IEEE INFOCOM 2023 (December 2022)
Paper 'Personalized Federated Learning with Moreau Envelopes' accepted by NeurIPS 2020 (September 2020)
Paper 'Federated Learning over Wireless Networks: Optimization Model Design and Analysis' listed as 'popular' by IEEE INFOCOM (September 2020)
Paper 'FEDL' accepted by IEEE/ACM Transactions on Networking (October 2020)
Invited as Keynote Speaker at EAI WiCON 2021 (February 2021)
Invited for expert interview on 'Federated Learning over Wireless Networks' by TCCN Newsletter (November 2021)
Co-authors
0 total
Co-authors: 0 (list not available)
×
Welcome back
Sign in to Agora
Welcome back! Please sign in to continue.
Email address
Password
Forgot password?
Continue
Do not have an account?
Sign up