Publications

Improving Pareto Set Learning for Expensive Multi-objective Optimization via Stein Variational Hypernetworks
AAAI, 2025
Minh-Duc Nguyen , Mai Phuong Dinh , Huy Q. Nguyen, Long P. Hoang , Dung D. Le
[paper] [code]

Improving Pareto Front Learning via Multi-Sample Hypernetworks
AAAI, 2023 (Oral)
Long P. Hoang , Dung D. Le, Thang N. Tran, Tuan A. Tran
[paper] [code]

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A Framework for Controllable Pareto Front Learning with Completed Scalarization Functions and its Applications
Neural Networks, 2023
Tuan A. Tran*, Long P. Hoang* , Dung D. Le, Thang N. Tran
[paper] [code]

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Multi Deep Learning Model for Building Footprint Extraction from High Resolution Remote Sensing Image
ICISN, 2022
Anh T. Ho, Tuan A. Tran, Long P. Hoang , Ha H. Le, Thang N. Tran
[paper]

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Preprint

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Controllable Expensive Multi-objective Optimization with Warm-starting Gaussian Processes
arXiv:2311.15297, 2023
Huy Q. Nguyen*, Long P. Hoang* , Hoang V. Vu , Dung D. Le
[paper]