Nguyen Duc Long

Short Bio

Duc Long Nguyen earned his B.E. degree from Hanoi University of Science and Technology (HUST) in 2022. He is currently a researcher at the Institute of AI Innovation and Societal Impact (AI4LIFE) at HUST. His research interests focus on deep learning, graph neural networks, and reinforcement learning.

Education

B.E Computer science, School of Information and Communications Technology,Hanoi university of Science and Technology, 2022

Grants

NAFOSTED – Sponsorship for Young Scientists Participating in International Conferences (2024)
Domestic Master/ PhD Scholarship Programme of Vingroup Innovation Foundation (VINIF), Vingroup Big Data Institute (VINBIGDATA), 2023

Honors and Awards

2022 Second Place at the Student Scientific Research Contest, Ministry of Science and Technology
2022 First Place at the Student Scientific Research Contest, Hanoi University of Science and Technology
2022 First Place in the Air Quality Forecasting Challenge Track at the AI4VN 2022 Competition, hosted by Ministry of Science and Technology, Hanoi University of Science and Technology, VN Express
2022 Best presentation award at the School’s thesis defense 2022
2021 Excellent Student Scholarships, Hanoi University of Science and Technology (Awarded for Top 5% of Students with the Highest GPA)

Selected Publications

Van An Le, Duc Long Nguyen, Phi Le Nguyen, Yusheng Ji “Traffic Engineering in Large-scale Networks via Multi-Agent Deep Reinforcement Learning with Joint-Training” The 33nd International Conference on Computer Communications and Networks (ICCCN 2024)
Duc Long Nguyen, Phi Le Nguyen, Truong Thao Nguyen, “Combating Quality Distortion in Federated”, the 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2024)
Vu Viet Hung, Duc Long Nguyen, Thanh Hung Nguyen, Nguyen Quoc Viet Hung, Phi Le Nguyen, Huynh Thanh Trung, “Self-supervised Air Quality Estimation with Graph Neural Network Assistance and Attention Enhancement”, Neural Computing and Applications 2023
Nguyen Nang Hung, Phi Le Nguyen,Duc Long Nguyen, Nguyen Trong Bang, Thao Nguyen Truong,Huy Hieu Pham, C“ADIS: Handling Cluster-skewed Non-IID Data in Federated Learning with Clustered Aggregation and Knowledge Distilled Regularization”, the 23rd International Symposium on Cluster, Cloud and Internet Computing (CCGRID2023
Nang Hung Nguyen, Phi Le Nguyen, Thuy Dung Nguyen, Trung Thanh Nguyen, Duc Long Nguyen, Thanh Hung Nguyen, Huy Hieu Pham and Truong Thao Nguyen, “FedDRL: Deep Reinforcement Learing-based Federated Learning for Real-World Non-IID Data”, 2022 International Conference on Parallel Processing (ICPP’22)
Thu Hang Phung, Duc Long Nguyen, Viet Hung Vu, Thanh Trung Huynh, Thanh Hung Nguyen, Phi Le Nguyen, “Unsupervised Air Quality Interpolation with Attention Graph Neural Network”, the 11th International Symposium on Information and Communication Technology (SoICT 2022).

Teaching

SD6805 – C Programming Language Lab
SH6701 – Object Oriented Programming in Java
SH6706 – Objects in Microsoft SQL Server