متابعة
Huan Yee Koh
Huan Yee Koh
Monash University
بريد إلكتروني تم التحقق منه على monash.edu
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
198*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
1262022
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
402023
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
322023
How Far are We from Robust Long Abstractive Summarization?‏
HY Koh*, J Ju*, H Zhang, M Liu, S Pan‏
EMNLP 2022, 2022‏
302022
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
282024
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
21*2024
Leveraging Information Bottleneck for Scientific Document Summarization‏
J Ju, M Liu, HY Koh, Y Jin, L Du, S Pan‏
EMNLP 2021 Findings, 2021‏
192021
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
72024
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
72024
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مقالات 1–10