Kunlun He
Orcid: 0000-0002-3335-5700
According to our database1,
Kunlun He
authored at least 29 papers
between 2018 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Multi-task oriented diffusion model for mortality prediction in shock patients with incomplete data.
Inf. Fusion, May, 2024
IEEE Trans. Medical Imaging, April, 2024
IEEE Trans. Medical Imaging, April, 2024
IEEE Trans. Veh. Technol., January, 2024
From Observation to Concept: A Flexible Multi-View Paradigm for Medical Report Generation.
IEEE Trans. Multim., 2024
Trustworthy multi-view clustering via alternating generative adversarial representation learning and fusion.
Inf. Fusion, 2024
FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction.
CoRR, 2024
UniCompress: Enhancing Multi-Data Medical Image Compression with Knowledge Distillation.
CoRR, 2024
CausalTime: Realistically Generated Time-series for Benchmarking of Causal Discovery.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Deep unfolding based optimization framework of fractional programming for wireless communication systems.
Wirel. Networks, July, 2023
Decentralized Online Learning: Take Benefits from Others' Data without Sharing Your Own to Track Global Trend.
ACM Trans. Intell. Syst. Technol., February, 2023
CoRR, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
Real order total variation with applications to the loss functions in learning schemes.
CoRR, 2022
DeepKG: an end-to-end deep learning-based workflow for biomedical knowledge graph extraction, optimization and applications.
Bioinform., 2022
2021
ACM Trans. Comput. Heal., 2021
HFIP: an integrated multi-omics data and knowledge platform for the precision medicine of heart failure.
Database J. Biol. Databases Curation, 2021
2020
On Clinical Event Prediction in Patient Treatment Trajectory Using Longitudinal Electronic Health Records.
IEEE J. Biomed. Health Informatics, 2020
Treatment effect prediction with adversarial deep learning using electronic health records.
BMC Medical Informatics Decis. Mak., 2020
In-Hospital Mortality Prediction for Heart Failure Patients Using Electronic Health Records and an Improved Bagging Algorithm.
J. Medical Imaging Health Informatics, 2020
Primary Categorizing and Masking Cerebral Small Vessel Disease Based on "Deep Learning System".
Frontiers Neuroinformatics, 2020
Comput. Biol. Medicine, 2020
2019
Evidential MACE prediction of acute coronary syndrome using electronic health records.
BMC Medical Informatics Decis. Mak., 2019
Deep representation learning for individualized treatment effect estimation using electronic health records.
J. Biomed. Informatics, 2019
A Multi-Task Neural Network Architecture for Renal Dysfunction Prediction in Heart Failure Patients With Electronic Health Records.
IEEE Access, 2019
2018
Probabilistic modeling personalized treatment pathways using electronic health records.
J. Biomed. Informatics, 2018
Using neural attention networks to detect adverse medical events from electronic health records.
J. Biomed. Informatics, 2018
Relational regularized risk prediction of acute coronary syndrome using electronic health records.
Inf. Sci., 2018