Nguyen Tran
Associate Professor, School of Computer Science. Director of DUAL.
The lab
The people.
Members of the DUAL Group at the University of Sydney.
Principal investigator
/ 1PhD
/ 10
Dao Tran
Neural combinatorial optimization, LLMs for algorithm design
Han Shu
Reinforcement learning, LLM routing
Jiamin Lin
Distributed AI inference, multi-agent systems
Jimmy Huang
Distributed AI inference, LLM-driven systems, complex dynamic modeling
Phuong Tran
Speculative decoding for LLM inference
Quan La
Federated learning, second-order optimization for LLMs
Senura Hansaja Wanasekara
Flow matching, semantic communication, protein folding
MPhil
/ 2
Zerun Niu
Federated learning, semantic communication, reliable machine learning
Research pathway
/ 1
Luca Fiori
Efficient inference, parallel decoding, multimodal LLMs
Alumni
/ 6
Canh T. Dinh
Federated learning. Now at Canva.
Eason Yu
Reinforcement learning, algorithm design.
Long Le
Federated learning, edge AI. Now at Intersect.
Qingwen Tang
Reinforcement learning. Former MCS student.
Tung-Anh Nguyen
Federated learning, TinyML. Now at Seeing Machines.
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