Short Bio

Pha Nguyen is currently a Ph.D Candidate in Computer Science at the Computer Vision and Image Understanding Lab, University of Arkansas. Before pursuing his doctorate study, he obtained his B.Sc degree from VNU - University of Science. He was also a Research Engineer at VinAI Research.

His particular research interests are focused on deep learning, machine learning, and their applications in computer vision. His goal is to cultivate a well-rounded set of skills in both academia and industry, with a focus on image and video understanding systems.

Research Topics: Autoregressive Diffusion Models [NeurIPS'24], Scene Graph Generation [NeurIPS'24, CVPR'24], Vision-Language Models [NeurIPS'23, NAACL'24], Multiple Object Tracking [PR, CVPR'21].
Distributing Datasets: Scene Graph Generation [ASPIRe] in aerial videos [AeroEye], Grounded Object Tracking [GroOT].

News (rarely updated)

Mar 2024

An article has been accepted by the Journal of Pattern Recognition.

A paper has been accepted at CVPR 2024.

Sep 2023

A paper has been accepted at NeurIPS 2023.

I presented an invited talk at Southeast Symposium on Contemporary Engineering Topics.

Selected Publication

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  • Papers
  • Articles
Hierarchical Interlacement Graph Approach to Scene Graph Generation
Trong-Thuan Nguyen, Pha Nguyen, Khoa Luu
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2024.
Retrieve Any Object via Prompt-based Tracking
Pha Nguyen, Kha Gia Quach, Kris Kitani, Khoa Luu
Advances in Neural Information Processing Systems (NeurIPS), 2023.
A Dynamic Graph Model for Multi-Camera Multiple Object Tracking
Kha Gia Quach, Pha Nguyen, Huu Le, Thanh-Dat Truong, Chi Nhan Duong, Minh-Triet Tran, Khoa Luu
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2021.
Multi-Camera Multi-Object Tracking on the Move via Single-Stage
Global Association Approach
Pha Nguyen, Kha Gia Quach, Chi Nhan Duong, Son Lam Phung, Ngan Le, Khoa Luu
Pattern Recognition, 2024

Education

  • 2022 - PresentUniversity of Arkansas

    Ph.D. in Computer Science

  • 2016 - 2020Vietnam National University - University of Science

    B.Sc. Computer Science

Research Experience