Thai-Hoang Pham

I am a fifth-year PhD student at Department of Computer Science and Engineering, The Ohio State University (OSU) supervised by Prof. Ping Zhang. Before coming to OSU, I received my bachelor's degree from FPT University, where I was supervised by Dr. Phuong Le-Hong.

Email: pham dot 375 at osu dot edu

Google Scholar

Research

My research interests are trustworthy machine learning (i.e., fairness, robustness, interpretability, causal inference, uncertainty quantification) and its application to biomedical domains (i.e., predictive modeling, drug discovery).

Selected Publications (*equal contributions)
2023
Fairness and Accuracy under Domain Generalization
Thai-Hoang Pham, Xueru Zhang, Ping Zhang
ICLR 2023 (CORE Rank A*)
code
2022
DREAM: Domain Invariant and Contrastive Representation for Sleep Dynamics
Seungyeon Lee*, Thai-Hoang Pham*, Ping Zhang
ICDM 2022 (CORE Rank A*)
code
FAME: Fragment-based Conditional Molecular Generation for Phenotypic Drug Discovery
Thai-Hoang Pham, Lei Xie, Ping Zhang
SDM 2022 (CORE Rank A)
code
2021
Cardiac Complication Risk Profiling for Cancer Survivors via Multi-View Multi-Task Learning
Thai-Hoang Pham, Changchang Yin, Laxmi Mehta, Xueru Zhang, Ping Zhang
ICDM 2021 (CORE Rank A*) (Best paper candidate)
code
A deep learning framework for high-throughput mechanism-driven phenotype compound screening and its application to COVID-19 drug repurposing
Thai-Hoang Pham, Yue Qiu, Jucheng Zeng, Lei Xie, Ping Zhang
Nature Machine Intelligence (Impact factor: 25.898)
code
2018 and before
An empirical study on fine-grained named entity recognition
Khai Mai*, Thai-Hoang Pham*, Minh Trung Nguyen, Tuan Duc Nguyen, Danushka Bollegala, Ryohei Sasano, Satoshi Sekine
COLING 2018 (CORE Rank A)

Extended named entity recognition api and its applications in language education
Tuan Duc Nguyen, Khai Mai, Thai-Hoang Pham, Minh Trung Nguyen, Truc-Vien T Nguyen, Takashi Eguchi, Ryohei Sasano, Satoshi Sekine
ACL 2017 (CORE Rank A*) (System Demonstrations)

Awards

Top reviewer, AISTATS 2023.

SIAM student travel award, SDM 2022.

Best paper candidate, ICDM 2021.

Vietnam Education Foundation 2.0 Scholarship, 2018.

Best paper candidate, IALP 2016.

Valedictorian, FPT University, 2015

The most excellent student, FPT University, 2013.

Excellent student, FPT University, 2012-2015

Second prize in 21st Vietnam Student Mathematical Olympiad, 2013.

Full scholarship for talented student, FPT University, 2011-2015.

Services

Advisory Board member: Heliyon.

Program Committee member: KDD 2023, IJCAI 2023, AISTATS 2023, SDM 2023, ICDM 2022, XAI-Health 2022.

Journal reviewer: Heliyon, Bioinformatics, Scientific Reports, Artificial Intelligence in Medicine, IEEE Journal of Biomedical and Health Informatics.

Conference sub reviewer: AAAI, IJCAI, KDD, ICDM, SDM, ICML, ICLR, NeurIPS.

Journal sub reviewer: Pattern Recognition.


The template of the page is from Jon Barron.