Huan Yee Koh

22 papers A* 2Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Collaborative Expert LLMs Guided Multi-Objective Molecular Optimization.
CoRR
Jiajun Yu, Yizhen Zheng, Huan Yee Koh, Shirui Pan, Tianyue Wang, Haishuai Wang
2025 J jnl
Large language models for drug discovery and development.
Patterns
Yizhen Zheng, Huan Yee Koh, Jiaxin Ju, Madeleine Yang, Lauren T. May, Geoffrey I. Webb, Li Li, Shirui Pan, George Church
2025 J jnl
Large language models for scientific discovery in molecular property prediction.
Nat. Mac. Intell.
Yizhen Zheng, Huan Yee Koh, Jiaxin Ju, Anh T. N. Nguyen, Lauren T. May, Geoffrey I. Webb, Shirui Pan
2025 J jnl
M
CoRR
Jiaxin Ju, Yizhen Zheng, Huan Yee Koh, Can Wang, Shirui Pan
2025 A* conf
M^2LLM: Multi-view Molecular Representation Learning with Large Language Models.
IJCAI
Jiaxin Ju, Yizhen Zheng, Huan Yee Koh, Can Wang, Shirui Pan
2025 J jnl
ModuLM: Enabling Modular and Multimodal Molecular Relational Learning with Large Language Models.
CoRR
Zhuo Chen, Yizhen Zheng, Huan Yee Koh, Hongxin Xiang, Linjiang Chen, Wenjie Du, Yang Wang
2025 — conf
Uni-MRL: Unified MultiModal Molecular Representation Learning with Large Language Models and Graph Neural Networks.
PAKDD (5)
Jiaxin Ju, Yizhen Zheng, Huan Yee Koh, Shirui Pan
2024 J jnl
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Ming Jin, Huan Yee Koh, Qingsong Wen, Daniele Zambon, Cesare Alippi, Geoffrey I. Webb, Irwin King, Shirui Pan
2024 J jnl
Correlation-Aware Spatial-Temporal Graph Learning for Multivariate Time-Series Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst.
Yu Zheng, Huan Yee Koh, Ming Jin, Lianhua Chi, Khoa Tran Phan, Shirui Pan, Yi-Ping Phoebe Chen, Wei Xiang
2024 J jnl
Graph Spatiotemporal Process for Multivariate Time Series Anomaly Detection with Missing Values.
CoRR
Yu Zheng, Huan Yee Koh, Ming Jin, Lianhua Chi, Haishuai Wang, Khoa Tran Phan, Yi-Ping Phoebe Chen, Shirui Pan, Wei Xiang
2024 J jnl
Graph spatiotemporal process for multivariate time series anomaly detection with missing values.
Inf. Fusion
Yu Zheng, Huan Yee Koh, Ming Jin, Lianhua Chi, Haishuai Wang, Khoa Tran Phan, Yi-Ping Phoebe Chen, Shirui Pan, Wei Xiang
2024 J jnl
Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials.
CoRR
Yizhen Zheng, Huan Yee Koh, Maddie Yang, Li Li, Lauren T. May, Geoffrey I. Webb, Shirui Pan, George Church
2024 J jnl
Physicochemical graph neural network for learning protein-ligand interaction fingerprints from sequence data.
Nat. Mac. Intell.
Huan Yee Koh, Anh T. N. Nguyen, Shirui Pan, Lauren T. May, Geoffrey I. Webb
2023 J jnl
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection.
CoRR
Ming Jin, Huan Yee Koh, Qingsong Wen, Daniele Zambon, Cesare Alippi, Geoffrey I. Webb, Irwin King, Shirui Pan
2023 J jnl
An Empirical Survey on Long Document Summarization: Datasets, Models, and Metrics.
ACM Comput. Surv.
Huan Yee Koh, Jiaxin Ju, Ming Liu, Shirui Pan
2023 J jnl
Correlation-aware Spatial-Temporal Graph Learning for Multivariate Time-series Anomaly Detection.
CoRR
Yu Zheng, Huan Yee Koh, Ming Jin, Lianhua Chi, Khoa Tran Phan, Shirui Pan, Yi-Ping Phoebe Chen, Wei Xiang
2023 J jnl
Large Language Models for Scientific Synthesis, Inference and Explanation.
CoRR
Yizhen Zheng, Huan Yee Koh, Jiaxin Ju, Anh T. N. Nguyen, Lauren T. May, Geoffrey I. Webb, Shirui Pan
2022 J jnl
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics.
CoRR
Huan Yee Koh, Jiaxin Ju, Ming Liu, Shirui Pan
2022 A* conf
How Far are We from Robust Long Abstractive Summarization?
EMNLP
Huan Yee Koh, Jiaxin Ju, He Zhang, Ming Liu, Shirui Pan
2022 J jnl
How Far are We from Robust Long Abstractive Summarization?
CoRR
Huan Yee Koh, Jiaxin Ju, He Zhang, Ming Liu, Shirui Pan
2021 — conf
Leveraging Information Bottleneck for Scientific Document Summarization.
EMNLP (Findings)
Jiaxin Ju, Ming Liu, Huan Yee Koh, Yuan Jin, Lan Du, Shirui Pan
2021 J jnl
Leveraging Information Bottleneck for Scientific Document Summarization.
CoRR
Jiaxin Ju, Ming Liu, Huan Yee Koh, Yuan Jin, Lan Du, Shirui Pan