Huan Yee Koh

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Shirui PanFull Professor, ARC Future Fellow, FQA, Director of TrustAGI Lab, Griffith UniversityVerified email at griffith.edu.au
Geoff WebbProfessor, Department of Data Science and Artificial Intelligence, Monash UniversityVerified email at monash.edu
Jiaxin JuGriffith UniversityVerified email at griffithuni.edu.au
Lauren Therese MayMonash UniversityVerified email at monash.edu
Ming JinAssistant Professor, School of ICT, Griffith UniversityVerified email at griffith.edu.au
Ming LiuNLP/ML Reseacher/Engineer/LecturerVerified email at deakin.edu.au
Yizhen ZhengPhD candidate, Monash UniversityVerified email at monash.edu
Anh TN NguyenMonash Institute of Pharmaceutical Sciences, Monash UniversityVerified email at monash.edu
Michelle L HallsMonash Institute of Pharmaceutical Sciences, Monash UniversityVerified email at monash.edu
Daokun ZhangUniversity of Nottingham Ningbo ChinaVerified email at nottingham.edu.cn

Huan Yee Koh

Monash University

Verified email at monash.edu

AI for Drug Discovery


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A survey on graph neural networks for time series: Forecasting, classification, imputation, and anomaly detection M Jin, HY Koh, Q Wen, D Zambon, C Alippi, GI Webb, I King, S Pan IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024	153*	2024
An empirical survey on long document summarization: Datasets, models, and metrics HY Koh, J Ju, M Liu, S Pan ACM computing surveys 55 (8), 1-35, 2022	114	2022
Large language models for scientific synthesis, inference and explanation Y Zheng, HY Koh, J Ju*, ATN Nguyen, LT May, GI Webb, S Pan arXiv preprint arXiv:2310.07984, 2023	33	2023
How Far are We from Robust Long Abstractive Summarization? HY Koh, J Ju, H Zhang, M Liu, S Pan EMNLP 2022, 2022	26	2022
The application of artificial intelligence to accelerate G protein‐coupled receptor drug discovery ATN Nguyen, DTN Nguyen, HY Koh, J Toskov, W MacLean, A Xu, ... British Journal of Pharmacology 181 (14), 2371-2384, 2024	25	2024
Correlation-aware Spatial-Temporal Graph Learning for Multivariate Time-series Anomaly Detection Y Zheng, HY Koh, M Jin, L Chi, KT Phan, S Pan, YPP Chen, W Xiang IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023	19	2023
Leveraging Information Bottleneck for Scientific Document Summarization J Ju, M Liu, HY Koh, Y Jin, L Du, S Pan EMNLP 2021 Findings, 2021	17	2021
Physicochemical graph neural network for learning protein–ligand interaction fingerprints from sequence data HY Koh, ATN Nguyen, S Pan, LT May, GI Webb Nature Machine Intelligence, 1-15, 2024	13*	2024
Graph spatiotemporal process for multivariate time series anomaly detection with missing values Y Zheng, HY Koh, M Jin, L Chi, H Wang, KT Phan, YPP Chen, S Pan, ... Information Fusion 106, 102255, 2024	3	2024
Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials Y Zheng, HY Koh, M Yang, L Li, LT May, GI Webb, S Pan, G Church arXiv preprint arXiv:2409.04481, 2024	2	2024

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