Huan Yee Koh

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Document Summarization

Multivariate Time Series

Anomaly Detection

Top Venues

Nat. Mac. Intell.

ACM Comput. Surv.

Publications

Huan Yee Koh, Anh T. N. Nguyen, Shirui Pan, Lauren T. May, Geoffrey I. Webb
Physicochemical graph neural network for learning protein-ligand interaction fingerprints from sequence data. Nat. Mac. Intell. 6 (6) (2024)
Yu Zheng, Huan Yee Koh, Ming Jin, Lianhua Chi, Haishuai Wang, Khoa T. Phan, Yi-Ping Phoebe Chen, Shirui Pan, Wei Xiang
Graph Spatiotemporal Process for Multivariate Time Series Anomaly Detection with Missing Values. CoRR (2024)
Yu Zheng, Huan Yee Koh, Ming Jin, Lianhua Chi, Haishuai Wang, Khoa Tran Phan, Yi-Ping Phoebe Chen, Shirui Pan, Wei Xiang
Graph spatiotemporal process for multivariate time series anomaly detection with missing values. Inf. Fusion 106 (2024)
Yu Zheng, Huan Yee Koh, Ming Jin, Lianhua Chi, Khoa T. Phan, Shirui Pan, Yi-Ping Phoebe Chen, Wei Xiang
Correlation-aware Spatial-Temporal Graph Learning for Multivariate Time-series Anomaly Detection. CoRR (2023)
Huan Yee Koh, Jiaxin Ju, Ming Liu, Shirui Pan
An Empirical Survey on Long Document Summarization: Datasets, Models, and Metrics. ACM Comput. Surv. 55 (8) (2023)
Ming Jin, Huan Yee Koh, Qingsong Wen, Daniele Zambon, Cesare Alippi, Geoffrey I. Webb, Irwin King, Shirui Pan
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection. CoRR (2023)
Yizhen Zheng, Huan Yee Koh, Jiaxin Ju, Anh T. N. Nguyen, Lauren T. May, Geoffrey I. Webb, Shirui Pan
Large Language Models for Scientific Synthesis, Inference and Explanation. CoRR (2023)
Huan Yee Koh, Jiaxin Ju, He Zhang, Ming Liu, Shirui Pan
How Far are We from Robust Long Abstractive Summarization? CoRR (2022)
Huan Yee Koh, Jiaxin Ju, Ming Liu, Shirui Pan
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics. CoRR (2022)
Huan Yee Koh, Jiaxin Ju, He Zhang, Ming Liu, Shirui Pan
How Far are We from Robust Long Abstractive Summarization? EMNLP (2022)
Jiaxin Ju, Ming Liu, Huan Yee Koh, Yuan Jin, Lan Du, Shirui Pan
Leveraging Information Bottleneck for Scientific Document Summarization. EMNLP (Findings) (2021)
Jiaxin Ju, Ming Liu, Huan Yee Koh, Yuan Jin, Lan Du, Shirui Pan
Leveraging Information Bottleneck for Scientific Document Summarization. CoRR (2021)