Kejing Yin

22 papers A* 7A 1Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Explanation Beyond Individual Features: Instance-wise Feature Grouping for EHR Predictive Analytics.
J. Heal. Informatics Res.
Chin Wang Cheong, Kejing Yin, William K. Cheung, Ivor W. Tsang
2026 J jnl
When Does Multimodal Learning Help in Healthcare? A Benchmark on EHR and Chest X-Ray Fusion.
CoRR
Kejing Yin, Haizhou Xu, Wenfang Yao, Chen Liu, Zijie Chen, Yui Haang Cheung, William K. Cheung, Jing Qin
2025 J jnl
Multimodal Disease Progression Modeling via Spatiotemporal Disentanglement and Multiscale Alignment.
CoRR
Chen Liu, Wenfang Yao, Kejing Yin, William K. Cheung, Jing Qin
2024 A* conf
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation.
NeurIPS
Wenfang Yao, Chen Liu, Kejing Yin, William Kwok-Wai Cheung, Jing Qin
2024 J jnl
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation.
CoRR
Wenfang Yao, Chen Liu, Kejing Yin, Kwok-Wai Cheung, Jing Qin
2024 — conf
An End-to-end Learning Approach for Counterfactual Generation and Individual Treatment Effect Estimation.
CAI
Feilong Wu, Kejing Yin, William K. Cheung
2024 J jnl
DNA-T: Deformable Neighborhood Attention Transformer for Irregular Medical Time Series.
IEEE J. Biomed. Health Informatics
Jianxuan Huang, Baoyao Yang, Kejing Yin, Jingwen Xu
2024 A* conf
DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency.
AAAI
Wenfang Yao, Kejing Yin, William K. Cheung, Jia Liu, Jing Qin
2024 J jnl
DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency.
CoRR
Wenfang Yao, Kejing Yin, William K. Cheung, Jia Liu, Jing Qin
2024 J jnl
PATNet: Propensity-Adjusted Temporal Network for Joint Imputation and Prediction Using Binary EHRs With Observation Bias.
IEEE Trans. Knowl. Data Eng.
Kejing Yin, Dong Qian, William K. Cheung
2023 J jnl
Adaptive Integration of Categorical and Multi-relational Ontologies with EHR Data for Medical Concept Embedding.
ACM Trans. Intell. Syst. Technol.
Chin Wang Cheong, Kejing Yin, William K. Cheung, Benjamin C. M. Fung, Jonathan Poon
2022 J jnl
Learning Inter-Modal Correspondence and Phenotypes From Multi-Modal Electronic Health Records.
IEEE Trans. Knowl. Data Eng.
Kejing Yin, William K. Cheung, Benjamin C. M. Fung, Jonathan Poon
2021 A* conf
SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors.
AAAI
Ardavan Afshar, Kejing Yin, Sherry Yan, Cheng Qian, Joyce C. Ho, Haesun Park, Jimeng Sun
2021 A conf
TedPar: Temporally Dependent PARAFAC2 Factorization for Phenotype-based Disease Progression Modeling.
SDM
Kejing Yin, William K. Cheung, Benjamin C. M. Fung, Jonathan Poon
2020 J jnl
Context-Aware Time Series Imputation for Multi-Analyte Clinical Data.
J. Heal. Informatics Res.
Kejing Yin, Liaoliao Feng, William K. Cheung
2020 J jnl
Learning Inter-Modal Correspondence and Phenotypes from Multi-Modal Electronic Health Records.
CoRR
Kejing Yin, William K. Cheung, Benjamin C. M. Fung, Jonathan Poon
2020 A* conf
LogPar: Logistic PARAFAC2 Factorization for Temporal Binary Data with Missing Values.
KDD
Kejing Yin, Ardavan Afshar, Joyce C. Ho, William K. Cheung, Chao Zhang, Jimeng Sun
2020 J jnl
SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors.
CoRR
Ardavan Afshar, Kejing Yin, Sherry Yan, Cheng Qian, Joyce C. Ho, Haesun Park, Jimeng Sun
2019 — conf
Context-Aware Imputation for Clinical Time Series.
ICHI
Kejing Yin, William K. Cheung
2019 A* conf
Learning Phenotypes and Dynamic Patient Representations via RNN Regularized Collective Non-Negative Tensor Factorization.
AAAI
Kejing Yin, Dong Qian, William K. Cheung, Benjamin C. M. Fung, Jonathan Poon
2019 A* conf
Medical Concept Embedding with Multiple Ontological Representations.
IJCAI
Lihong Song, Chin Wang Cheong, Kejing Yin, William K. Cheung, Benjamin C. M. Fung, Jonathan Poon
2018 A* conf
Joint Learning of Phenotypes and Diagnosis-Medication Correspondence via Hidden Interaction Tensor Factorization.
IJCAI
Kejing Yin, William K. Cheung, Yang Liu, Benjamin C. M. Fung, Jonathan Poon