Publications

Conference Papers

DDCF

Difficulty–Diversity Collaborative Filtering for Data-Efficient LLM Fine-Tuning

ICLR 2026

Long P. Hoang, Wenxuan Zhang, Wei Lu

Paper Poster

SVH

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

MSH

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

Building Footprint

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

Journal Papers

CPFL

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

Preprints

Controllable Expensive Multi-objective Optimization with Warm-starting Gaussian Processes

arXiv, 2023

Huy Q. Nguyen*, Long P. Hoang*, Hoang V. Vu, Dung D. Le

Paper