Khoa D Doan | group

Faculty

Khoa D Doan [CV ]

Assistant Professor

Khoa D Doan is currently an Assistant Professor in the College of Engineering and Computer Science (CECS) at VinUniversity, Vietnam. Previously, he was a Researcher in the Cognitive Computing Lab at Baidu Research working with Dr. Ping Li on generative modeling and its applications in Information Retrieval and AI Security. He was a member of Prof. Chandan K. Reddy’s lab at VT and the Sanghani Center for Artificial Intelligence & Data Analytics since 2016. From May 2019 to Feb 2020, he was at Criteo AI Lab in Palo Alto, CA, where he worked with Dr. Sathiya Keerthi Selvaraj and Dr. Fengjiao Wang. Before that, he was a Faculty Research Associate of Earth System Science Interdisciplinary Center at UMD and also had a joint appointment at NASA Goddard Space Flight Center, where he worked on high-performance and distributed system research. Khoa D Doan received his Ph.D. in Computer Science from Virginia Polytechnic Institute and State University, and MS in Computer Science from University of Maryland, College Park.

Professional Services:

Program Chair: BUGS Workshop (NeurIPS 2023)
Editorial Board: Discover Data (Springer)
Area Chair (ML/AI): NeurIPS (2024)
Program Committee (ML/AI): ICLR (2021-2024), NeurIPS (2020-2023), ICML (2020-2023), AAAI (2021-2024), IJCAI (2017-2019)
Program Committee (CV): CVPR (2020-2024), ICCV (2021-2023), ECCV (2020-2024), WACV (2022-2023)
Program Committee (NLP): EMNLP (2023)
Program Committee (DM/Retrieval/Recsys): KDD (2017-2019), WSDM (2017-2019), WWW (2017-2019)

Service Awards:

2022: NeurIPS (Top Reviewer)
2021: CVPR (Outstanding Reviewer)

Students and Research Assistants

Duy C Hoang

NLP/LLMs

Quang H Nguyen

Robust ML/ML on ML

Chinh L Duc

Generative AI

Jason Yang

Trustworthy ML

Quan H Do

Uncertainty Estimation

Phuc M Nguyen

RL/LLM

Hieu Ngoc Nguyen

NLP/LLM

Tuan M Nguyen

Ph.D. Student

Trustworthy ML

Lan H Tran

UROP RA

Generative AI

Minh D Nguyen

UROP RA

NLP

Nghia D Nguyen

UROP RA

Continual Learning

Hoang Phan

UROP RA

ML on ML

Hung Le Thanh Quoc

UROP RA

NLP/LLM

VinUni Collaborators (sorted alphabetically)

Kok-seng Wong -- Associate Professor, College of Engineering and Computer Science, VinUniversity

Nidal Kamel -- Associate Professor of Electrical Engineering, College of Engineering and Computer Science, VinUniversity

External Collaborators (sorted alphabetically)

Ang Li -- Independent Researcher, Stealth Startup

Anh Tuan Tran -- Research Scientist, VinAI Research, Vietnam

Dat Quoc Nguyen -- Head of NLP, VinAI Research, Vietnam

Eugene Bagdasaryan -- Ph.D. Candidate, Cornell Tech

Jianwen Xie -- Staff Research Scientist, Baidu Research

Minlong Peng -- Research Scientist, Cognitive Computing Lab, Baidu Research

Nguyen-Tang Thanh -- Postdoctoral Research Fellow, Department of Computer Science, Whiting School of Engineering, Johns Hopkins University

Nitesh Chawla -- Frank M. Freimann Professor of Computer Science and Engineering, University of Notre Dame/Lucy Family Institute for Data and Society

Peng Yang -- Machine Learning Engineer, Meta

Ping Li -- Distinguished Engineer in Machine Learning, Ads, Search, Privacy, Recommendation, Statistics, LinkedIn Corporation

Sarkhan Badirli -- ML Research Scientist, Eli Lilly

Saurav Manchanda -- Research Scientist, Instacart

Shulong Tan -- Staff Research Scientist, Baidu Research

Thanh-Tung Hoang -- Research Scientist, FPT, Vietnam

The-Anh Ta -- Postdoc, CSIRO's Data61, Australia

Tung Pham -- Research Scientist, VinAI Research, Vietnam

Viet-Anh Nguyen -- Assistant Professor, Systems Engineering and Engineering Management, Chinese University of Hong Kong

Wejie Zhao -- Assistant Professor, Department of Computer Science, Rochester Institute of Technology

Yingjie Lao -- Associate Professor, Electrical and Computer Engineering, Clemson University

Former Students and Research Assistants

Hoang M Nguyen -- Research Assistant (Medical AI) -- Next: PhD Student at Saarland University

Hoang V Pham -- Research Assistant (Trustworthy ML) -- Next: To Be Announced

Nghia D Nguyen -- VinUni Undergrad Research Assistant (Continual Learning) -- Next: PhD Student at UIUC (co-advised)