I am a CS PhD Student at Trinity College Dublin, working in the 3D Graphics and
Vision under the supervision of Dr. Binh-Son Hua.
My research centers on 3D Generation and 3D Reconstruction.
Specifically, I investigate 3D Reconstruction, Gaussian Splatting,
Isosurfacing, and Autoregressive Models for high-fidelity 3D geometric
synthesis.
✨ 3D Generation🔍 3D Reconstruction🌐 Gaussian Splatting📐 Isosurface
News & Updates
2026📜 Invited to serve as Reviewer for 3DV 2027, NeurIPS
2026, and CVPR 2026.
Nov 2025🎉 One paper accepted at 3DV 2026 (Text-to-3D Generation via
Jensen-Shannon Score Distillation).
2025📜 Invited to serve as Reviewer for ICLR 2026.
May 2025📄 One paper accepted at ECAI 2025 (Domain Generalization via
Pareto Optimal Gradient Matching).
2024📜 Invited to serve as Reviewer for ICLR 2025.
Jul 2024🎓 Awarded prestigious PhD Scholarship from Research for Ireland
(Trinity College Dublin).
@inproceedings{do2026text,
title={Text-to-3D Generation using Jensen-Shannon Score Distillation},
author={Do, Khoi and Hua, Binh-Son},
booktitle={International Conference on 3D Vision (3DV)},
year={2026}
}
@inproceedings{do2025domain,
title={Domain Generalization via Pareto Optimal Gradient Matching},
author={Do, Khoi and Nguyen, Duong and Le, Nam-Khanh and Pham, Quoc-Viet and Hua, Binh-Son and Hwang, Won-Joo},
booktitle={European Conference on Artificial Intelligence (ECAI)},
year={2025}
}
@article{do2025pat,
title={PAT: Pixel-wise Adaptive Training for Long-tailed Segmentation},
author={Do, Khoi and Nguyen, Duong and Tran, Nguyen H. and Nguyen, Viet-Dung},
journal={Pattern Recognition Letters},
volume={192},
pages={43--50},
year={2025}
}
@article{do2025revisiting,
title={Revisiting LARS for Large Batch Training Generalization of Neural Networks},
author={Do, Khoi and Nguyen, Duong and Nguyen, Tien-Hoa and Tran-Thanh, Long and Tran, Nguyen H. and Pham, Quoc-Viet},
journal={IEEE Transactions on Artificial Intelligence},
volume={6},
number={5},
pages={1321--1333},
year={2025}
}
Open-source digital 3D content creation and multi-view flow matching framework for continuous 3D asset
generation and camera-conditioned score distillation.
Continuous Masked Autoregressive (MAR) model and generative framework for high-fidelity 3D point cloud
synthesis and geometric representation learning.