Hongyan Li
Orcid: 0000-0001-7174-2851Affiliations:
- Peking University, School of Electronics Engineering and Computer Science, Beijing, China
- Peking University, Key Laboratory of Machine Perception (Ministry of Education), Beijing, China
According to our database1,
Hongyan Li
authored at least 90 papers
between 2001 and 2024.
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Bibliography
2024
IEEE Trans. Neural Networks Learn. Syst., August, 2024
Pattern Recognit., March, 2024
IEEE Trans. Artif. Intell., January, 2024
CoRR, 2024
Synthesis of Standard 12-Lead ECG from Single-Lead ECG Using Shifted Diffusion Models.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
SPL-LDP: a label distribution propagation method for semi-supervised partial label learning.
Appl. Intell., September, 2023
Appl. Intell., August, 2023
Continuous diagnosis and prognosis by controlling the update process of deep neural networks.
Patterns, February, 2023
2022
Dlsa: Semi-supervised partial label learning via dependence-maximized label set assignment.
Inf. Sci., 2022
GRP-FED: Addressing Client Imbalance in Federated Learning via Global-Regularized Personalization.
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
Deep Ordinal Neural Network for Length of Stay Estimation in the Intensive Care Units.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
2021
Predicting COVID-19 disease progression and patient outcomes based on temporal deep learning.
BMC Medical Informatics Decis. Mak., December, 2021
BMC Medical Informatics Decis. Mak., 2021
TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data.
CoRR, 2021
Personalized vital signs control based on continuous action-space reinforcement learning with supervised experience.
Biomed. Signal Process. Control., 2021
TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
2020
Addressing Noise and Skewness in Interpretable Health-Condition Assessment by Learning Model Confidence.
Sensors, 2020
Knowledge-shot learning: An interpretable deep model for classifying imbalanced electrocardiography data.
Neurocomputing, 2020
CoRR, 2020
2019
RAISE: 一种高效的社交网络影响成本最小化算法 (RAISE: Efficient Influence Cost Minimizing Algorithm in Social Network).
计算机科学, 2019
K-margin-based Residual-Convolution-Recurrent Neural Network for Atrial Fibrillation Detection.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the Web and Big Data - Third International Joint Conference, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Knowledge Guided Multi-instance Multi-label Learning via Neural Networks in Medicines Prediction.
Proceedings of The 10th Asian Conference on Machine Learning, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Assessing Death Risk of Patients with Cardiovascular Disease from Long-Term Electrocardiogram Streams Summarization.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017
Proceedings of the Data Mining and Big Data - Second International Conference, 2017
REBUILD: Graph Embedding Based Method for User Social Role Identity on Mobile Communication Network.
Proceedings of the Data Mining and Big Data - Second International Conference, 2017
ENCASE: an ENsemble ClASsifiEr for ECG Classification Using Expert Features and Deep Neural Networks.
Proceedings of the Computing in Cardiology, 2017
Proceedings of the Web and Big Data - First International Joint Conference, 2017
Proceedings of the ACM Turing 50th Celebration Conference, 2017
2016
Proceedings of the Web-Age Information Management - 17th International Conference, 2016
Proceedings of the Web-Age Information Management - 17th International Conference, 2016
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016
FVBM: A Filter-Verification-Based Method for Finding Top-k Closeness Centrality on Dynamic Social Networks.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016
Proceedings of the Expanding the Boundaries of Health Informatics Using AI, 2016
Proceedings of the Expanding the Boundaries of Health Informatics Using AI, 2016
2015
Proceedings of the Web-Age Information Management - 16th International Conference, 2015
2014
Proceedings of the Web-Age Information Management - 15th International Conference, 2014
Proceedings of the Web-Age Information Management - 15th International Conference, 2014
Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014
Proceedings of the Advanced Data Mining and Applications - 10th International Conference, 2014
2013
Proceedings of the Web-Age Information Management, 2013
An effective method to analyze variations of high-dimensional patterns over medical streams.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
Proceedings of the Advanced Data Mining and Applications - 9th International Conference, 2013
2012
Proceedings of the Web-Age Information Management, 2012
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012
Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012
Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012
2011
Proceedings of the Database Systems for Advanced Applications, 2011
2010
Proceedings of the Sixth International Conference on Natural Computation, 2010
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010
Proceedings of the Advances in Web Technologies and Applications, 2010
A General Multi-relational Classification Approach Using Feature Generation and Selection.
Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010
2009
Proceedings of the First IITA International Joint Conference on Artificial Intelligence, 2009
Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009
2008
J. Comput. Sci. Technol., 2008
Proceedings of the Ninth International Conference on Web-Age Information Management, 2008
Proceedings of the International Conference on Computer Science and Software Engineering, 2008
2007
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007
2006
DOPA: A Data-Driven and Ontology-Based Method for Ad Hoc Process Awareness in Web Information Systems.
Proceedings of the Web Information Systems, 2006
Proceedings of the Advances in Machine Vision, 2006
Proceedings of the Frontiers of WWW Research and Development, 2006
Proceedings of the Frontiers of WWW Research and Development, 2006
2005
Proceedings of the Advances in Web-Age Information Management, 2005
Proceedings of the Advances in Web-Age Information Management, 2005
A Hybrid Method for Detecting Data Stream Changes with Complex Semantics in Intensive Care Unit.
Proceedings of the Advances in Computer Science, 2005
General Consistency Management Within the Development of Ontology-Driven Web Information System.
Proceedings of the Advances in Computer Science, 2005
Using Control Theory to Guide Load Shedding in Medical Data Stream Management System.
Proceedings of the Advances in Computer Science, 2005
PODWIS: A Personalized Tool for Ontology Development in Domain Specific Web Information System.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005
2001
Proceedings of the Advances in Web-Age Information Management, 2001