Research
My research interests are at intersection between machine learning and biomedical domains.
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Selected Publications
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FAME: Fragment-based Conditional Molecular Generation for Phenotypic Drug Discovery
Thai-Hoang Pham, Lei Xie, Ping Zhang
SDM 2022 (To appear)
code
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Chemical-induced Gene Expression Ranking and its Application to Pancreatic Cancer Drug Repurposing
Thai-Hoang Pham, Yue Qiu, Jiahui Liu, Steven Zimmer, Eric O'Neill, Lei Xie, Ping Zhang
Patterns
code
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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
code
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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
code
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TransICD: Transformer Based Code-wise Attention Model for Explainable ICD Coding
Biplob Biswas, Thai-Hoang Pham, Ping Zhang
AIME 2021
code
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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
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Building a Spoonerism Detection System for Vietnamese
Thai-Hoang Pham, Xuan-Khoai Pham
PACLIC 2018
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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 (System Demonstrations) 2017
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Nnvlp: A neural network-based vietnamese language processing toolkit
Thai-Hoang Pham, Xuan-Khoai Pham, Tuan-Anh Nguyen, Phuong Le-Hong
IJCNLP (System Demonstrations) 2017
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End-to-end recurrent neural network models for vietnamese named entity recognition: Word-level vs. character-level
Thai-Hoang Pham, Phuong Le-Hong
PACLING 2017
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The importance of automatic syntactic features in vietnamese named entity recognition
Thai-Hoang Pham, Phuong Le-Hong
PACLIC 2017
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Awards
SIAM student travel award, SDM 2022.
Vietnam Education Foundation 2.0 Scholarship, 2018.
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.
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Services
Conference sub reviewer: AAAI, IJCAI, KDD, ICDM, SDM, ICML, ICLR, NeurIPS.
Journal sub reviewer: Pattern Recognition.
Journal reviewer: Bioinformatics, Scientific Reports.
Workshop reviewer: XAI-Health.
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The template of the page is from Jon Barron.
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