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Nguyen H. Tran
Associate Professor, School of Computer Science, The University of Sydney
Joined
February 2021
Names
Nguyen H. Tran
(Preferred)
,
Nguyen Hoang Tran
Emails
****@sydney.edu.au
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Associate Professor
School of Computer Science,
The University of Sydney
(sydney.edu.au)
2018
–
Present
Advisors, Relations & Conflicts
PhD Advisor
Choong Seon Hong
2006
–
2018
Expertise
Distributed inference
,
LLMs
2025
–
Present
Federated Learning
2019
–
2024
Publications
Resilient Federated Adversarial Learning With Auxiliary-Classifier GANs and Probabilistic Synthesis for Heterogeneous Environments
Yasaman Haghbin
,
Mohammad Hossein Badiei
,
Nguyen Hoang Tran
,
Md. Jalil Piran
IEEE Trans. Netw. Serv. Manag. 2025
Readers:
Everyone
Frequency-Domain Anomaly Detection for Encrypted Traffic in Industrial Control Systems
Zhangfa Wu
,
Huifang Li
,
Yi Hua
,
Nguyen Hoang Tran
,
Hongping Gan
IEEE Trans. Ind. Informatics 2025
Readers:
Everyone
On the Convergence of LoRA-Based Federated Learning: A Unified Analysis of Aggregation-Broadcast Operators
Xin Chen
,
Shuaijun Chen
,
Omid Tavallaie
,
Nguyen H. Tran
,
Shuhuang Xiang
,
Albert Zomaya
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Nash Policy Gradient: A Policy Gradient Method with Iteratively Refined Regularization for Finding Nash Equilibria
Eason Yu
,
Tzu Hao Liu
,
Yunke Wang
,
Clement Louis Canonne
,
Nguyen H. Tran
,
Chang Xu
Submitted to ICLR 2026
Readers:
Everyone
Frequency-Domain Anomaly Detection for Encrypted Traffic in Industrial Control Systems
Zhangfa Wu
,
Huifang Li
,
Yi Hua
,
Nguyen H. Tran
,
Hongping Gan
IEEE Transactions on Industrial Informatics
Readers:
Everyone
Distributionally Robust Wireless Semantic Communication with Large AI Models
Long Tan Le
,
Senura Hansaja Wanasekara
,
Zerun Niu
,
Yansong Shi
,
Nguyen Hoang Tran
,
Phuong Vo
,
Walid Saad
,
Dusit Niyato
,
Zhu Han
,
Choong Seon Hong
,
H. Vincent Poor
CoRR 2025
Readers:
Everyone
Resilient Federated Adversarial Learning With Auxiliary-Classifier GANs and Probabilistic Synthesis for Heterogeneous Environments
Yasaman Haghbin
,
Mohammad Hossein Badiei
,
Nguyen H. Tran
,
Md. Jalil Piran
IEEE Transactions on Network and Service Management
Readers:
Everyone
Revisiting LARS for Large Batch Training Generalization of Neural Networks
Hoang Khoi Do
,
Minh-Duong Nguyen
,
Nguyen Tien Hoa
,
Long Tran-Thanh
,
Nguyen Hoang Tran
,
Quoc-Viet Pham
IEEE Trans. Artif. Intell. 2025
Readers:
Everyone
Revisiting LARS for Large Batch Training Generalization of Neural Networks
Khoi Do
,
Minh-Duong Nguyen
,
Nguyen Tien Hoa
,
Long Tran-Thanh
,
Nguyen H. Tran
,
Quoc-Viet Pham
IEEE Transactions on Artificial Intelligence
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 H. Tran
Crossref
Readers:
Everyone
View all 32 publications
Co-Authors
Adittya Soukarjya Saha
Albert Zomaya
Bui Thanh Hung
Canh T. Dinh
Chang Xu
Chit Wutyee Zaw
Choong Seon Hong
Clement Louis Canonne
Do Hyeon Kim
Duong Minh Nguyen
Dusit Niyato
Eason Yu
Eui-Nam Huh
Gyu Myoung Lee
H. Vincent Poor
Han Shu
Hoang Khoi Do
Hongping Gan
Hongyu Zhang
Huifang Li
Josh Nguyen
José Cano
Kaibin Huang
Khoi Do
Khoi Hoang Do
View all 77 co-authors