William K. Cheung

William K. Cheung

Hong Kong Baptist University

H-index: 32

Asia-Hong Kong

About William K. Cheung

William K. Cheung, With an exceptional h-index of 32 and a recent h-index of 22 (since 2020), a distinguished researcher at Hong Kong Baptist University, specializes in the field of Data Mining, Artificial Intelligence, Health Informatics, Social Network Analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency

Towards explaining graph neural networks via preserving prediction ranking and structural dependency

Wl-align: Weisfeiler-lehman relabeling for aligning users across networks via regularized representation learning

Towards Memory-Efficient and Interpretable Factorization Machines via Data and Model Binarization

Accurate and interpretable gene expression imputation on scRNA-seq data using IGSimpute

PATNet: Propensity-Adjusted Temporal Network for Joint Imputation and Prediction Using Binary EHRs With Observation Bias

Adaptive Integration of Categorical and Multi-relational Ontologies with EHR Data for Medical Concept Embedding

Attributed Abnormality Graph Embedding for Clinically Accurate X-Ray Report Generation

William K. Cheung Information

University

Position

Head and Associate Professor of Computer Science

Citations(all)

4530

Citations(since 2020)

1911

Cited By

3451

hIndex(all)

32

hIndex(since 2020)

22

i10Index(all)

91

i10Index(since 2020)

43

Email

University Profile Page

Hong Kong Baptist University

Google Scholar

View Google Scholar Profile

William K. Cheung Skills & Research Interests

Data Mining

Artificial Intelligence

Health Informatics

Social Network Analysis

Top articles of William K. Cheung

Title

Journal

Author(s)

Publication Date

DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency

Proceedings of the AAAI Conference on Artificial Intelligence

Wenfang Yao

Kejing Yin

William K Cheung

Jia Liu

Jing Qin

2024/3/24

Towards explaining graph neural networks via preserving prediction ranking and structural dependency

Information Processing & Management

Youmin Zhang

William K Cheung

Qun Liu

Guoyin Wang

Lili Yang

...

2024/3/1

Wl-align: Weisfeiler-lehman relabeling for aligning users across networks via regularized representation learning

IEEE Transactions on Knowledge and Data Engineering

Li Liu

Penggang Chen

Xin Li

William K Cheung

Youmin Zhang

...

2023/5/22

Towards Memory-Efficient and Interpretable Factorization Machines via Data and Model Binarization

IEEE Access

Yu Geng

Liang Lan

William K Cheung

2023/11/7

Accurate and interpretable gene expression imputation on scRNA-seq data using IGSimpute

Briefings in Bioinformatics

Ke Xu

ChinWang Cheong

Werner P Veldsman

Aiping Lyu

William K Cheung

...

2023/5

PATNet: Propensity-Adjusted Temporal Network for Joint Imputation and Prediction Using Binary EHRs With Observation Bias

IEEE Transactions on Knowledge and Data Engineering

Kejing Yin

Dong Qian

William K Cheung

2023/10/13

Adaptive Integration of Categorical and Multi-relational Ontologies with EHR Data for Medical Concept Embedding

ACM Transactions on Intelligent Systems and Technology

Chin Wang Cheong

Kejing Yin

William K Cheung

Benjamin CM Fung

Jonathan Poon

2023/11/14

Attributed Abnormality Graph Embedding for Clinically Accurate X-Ray Report Generation

IEEE Transactions on Medical Imaging

Sixing Yan

William K Cheung

Keith Chiu

Terence M Tong

Ka Chun Cheung

...

2023/2/15

dynDeepDRIM: a dynamic deep learning model to infer direct regulatory interactions using time-course single-cell gene expression data

Briefings in Bioinformatics

Yu Xu

Jiaxing Chen

Aiping Lyu

William K Cheung

Lu Zhang

2022/11

Assessing Non-autoregressive Alignment in Neural Machine Translation via Word Reordering

Chun-Hin Tse

Ester Leung

William K Cheung

2022/12

Learning hierarchical variational autoencoders with mutual information maximization for autoregressive sequence modeling

IEEE Transactions on Pattern Analysis and Machine Intelligence

Dong Qian

William K Cheung

2022/3/21

Lrp2a: layer-wise relevance propagation based adversarial attacking for graph neural networks

Knowledge-Based Systems

Li Liu

Yong Du

Ye Wang

William K Cheung

Youmin Zhang

...

2022/11/28

Predicting High-Risk Individuals for Common Diseases Using Multi-Omics and Epidemiological Data

Frontiers in Genetics

Debajyoti Chowdhury

Xin Zhou

Bailiang Li

Yuanwei Zhang

William K Cheung

...

2021/8/18

Towards improving embedding based models of social network alignment via pseudo anchors

IEEE Transactions on Knowledge and Data Engineering

Zihan Yan

Li Liu

Xin Li

William K Cheung

Youmin Zhang

...

2021/11/12

KRADA: Known-region-aware Domain Alignment for Open-set Domain Adaptation in Semantic Segmentation

Transactions on Machine Learning Research

Chenhong Zhou

Feng Liu

Chen Gong

Rongfei Zeng

Tongliang Liu

...

2023/2

A review of computational tools for generating metagenome-assembled genomes from metagenomic sequencing data

Chao Yang

Debajyoti Chowdhury

Zhenmiao Zhang

William K Cheung

Aiping Lu

...

2021/1/1

DeepDRIM: a deep neural network to reconstruct cell-type-specific gene regulatory network using single-cell RNA-seq data

Briefings in bioinformatics

Jiaxing Chen

ChinWang Cheong

Liang Lan

Xin Zhou

Jiming Liu

...

2021/11

TOHAN: A one-step approach towards few-shot hypothesis adaptation

Advances in Neural Information Processing Systems

Haoang Chi

Feng Liu

Wenjing Yang

Long Lan

Tongliang Liu

...

2021/12/6

Tedpar: Temporally dependent parafac2 factorization for phenotype-based disease progression modeling

Kejing Yin

William K Cheung

Benjamin CM Fung

Jonathan Poon

2021

Efficient and optimal algorithms for tree summarization with weighted terminologies

IEEE Transactions on Knowledge and Data Engineering

Xuliang Zhu

Xin Huang

Byron Choi

Jianliang Xu

William K Cheung

...

2021/10/19

See List of Professors in William K. Cheung University(Hong Kong Baptist University)