Hongyan Li

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 55

Top Topics

Continuous Action

Influence Maximization

Top Venues

Publications

Chenxi Sun, Hongyan Li, Yaliang Li, Shenda Hong
Review of Data-centric Time Series Analysis from Sample, Feature, and Period. CoRR (2024)
Chenxi Sun, Hongyan Li, Moxian Song, Shenda Hong
A Ranking-Based Cross-Entropy Loss for Early Classification of Time Series. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Chenxi Sun, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong, Hongyan Li
A Systematic Review of Echo State Networks From Design to Application. IEEE Trans. Artif. Intell. 5 (1) (2024)
Chenxi Sun, Hongyan Li, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong
Time pattern reconstruction for classification of irregularly sampled time series. Pattern Recognit. 147 (2024)
Chenxi Sun, Hongyan Li, Moxian Song, Derun Cai, Shenda Hong
Curriculum Design Helps Spiking Neural Networks to Classify Time Series. CoRR (2024)
Chenxi Sun, Hongyan Li, Yaliang Li, Shenda Hong
TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series. ICLR (2024)
Moxian Song, Chenxi Sun, Derun Cai, Shenda Hong, Hongyan Li
SPL-LDP: a label distribution propagation method for semi-supervised partial label learning. Appl. Intell. 53 (18) (2023)
Chenxi Sun, Hongyan Li, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong
Continuous diagnosis and prognosis by controlling the update process of deep neural networks. Patterns 4 (2) (2023)
Chenxi Sun, Hongyan Li, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong
Adaptive model training strategy for continuous classification of time series. Appl. Intell. 53 (15) (2023)
Chenxi Sun, Yaliang Li, Hongyan Li, Shenda Hong
TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series. CoRR (2023)
Chenxi Sun, Hongyan Li, Moxian Song, Derun Cai, Shenda Hong
Curricular and Cyclical Loss for Time Series Learning Strategy. CoRR (2023)
Chenxi Sun, Hongyan Li, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong
Continuous Diagnosis and Prognosis by Controlling the Update Process of Deep Neural Networks. CoRR (2022)
Moxian Song, Chenxi Sun, Derun Cai, Shenda Hong, Hongyan Li
Classifying vaguely labeled data based on evidential fusion. Inf. Sci. 583 (2022)
Derun Cai, Chenxi Sun, Moxian Song, Baofeng Zhang, Shenda Hong, Hongyan Li
Hypergraph Contrastive Learning for Electronic Health Records. SDM (2022)
Chenxi Sun, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong, Hongyan Li
Confidence-Guided Learning Process for Continuous Classification of Time Series. CIKM (2022)
Derun Cai, Moxian Song, Chenxi Sun, Baofeng Zhang, Shenda Hong, Hongyan Li
Deep Ordinal Neural Network for Length of Stay Estimation in the Intensive Care Units. CIKM (2022)
Derun Cai, Moxian Song, Chenxi Sun, Baofeng Zhang, Shenda Hong, Hongyan Li
Hypergraph Structure Learning for Hypergraph Neural Networks. IJCAI (2022)
Moxian Song, Hongyan Li, Chenxi Sun, Derun Cai, Shenda Hong
Dlsa: Semi-supervised partial label learning via dependence-maximized label set assignment. Inf. Sci. 609 (2022)
Yen-hsiu Chou, Shenda Hong, Chenxi Sun, Derun Cai, Moxian Song, Hongyan Li
GRP-FED: Addressing Client Imbalance in Federated Learning via Global-Regularized Personalization. SDM (2022)
Chenxi Sun, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong, Hongyan Li
Confidence-Guided Learning Process for Continuous Classification of Time Series. CoRR (2022)
Chenxi Sun, Hongna Dui, Hongyan Li
Interpretable time-aware and co-occurrence-aware network for medical prediction. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Chenxi Sun, Shenda Hong, Moxian Song, Yanxiu Zhou, Yongyue Sun, Derun Cai, Hongyan Li
TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data. CoRR (2021)
Chenxi Sun, Shenda Hong, Moxian Song, Hongyan Li, Zhenjie Wang
Predicting COVID-19 disease progression and patient outcomes based on temporal deep learning. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Chenxi Sun, Shenda Hong, Moxian Song, Junyuan Shang, Hongyan Li
Personalized vital signs control based on continuous action-space reinforcement learning with supervised experience. Biomed. Signal Process. Control. 69 (2021)
Chenxi Sun, Shenda Hong, Moxian Song, Yen-hsiu Chou, Yongyue Sun, Derun Cai, Hongyan Li
TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data. IJCAI (2021)
Yen-hsiu Chou, Shenda Hong, Chenxi Sun, Derun Cai, Moxian Song, Hongyan Li
GRP-FED: Addressing Client Imbalance in Federated Learning via Global-Regularized Personalization. CoRR (2021)
Chenxi Sun, Moxian Song, Shenda Hong, Hongyan Li
A Review of Designs and Applications of Echo State Networks. CoRR (2020)
Yipeng Chen, Qiang Qu, Yuanxiang Ying, Hongyan Li, Jialie Shen
Semantics-aware influence maximization in social networks. Inf. Sci. 513 (2020)
Yuxi Zhou, Shenda Hong, Junyuan Shang, Meng Wu, Qingyun Wang, Hongyan Li, Junqing Xie
Addressing Noise and Skewness in Interpretable Health-Condition Assessment by Learning Model Confidence. Sensors 20 (24) (2020)
Yen-hsiu Chou, Shenda Hong, Yuxi Zhou, Junyuan Shang, Moxian Song, Hongyan Li
Knowledge-shot learning: An interpretable deep model for classifying imbalanced electrocardiography data. Neurocomputing 417 (2020)
Chenxi Sun, Shenda Hong, Moxian Song, Hongyan Li
A Review of Deep Learning Methods for Irregularly Sampled Medical Time Series Data. CoRR (2020)
Junyuan Shang, Cao Xiao, Tengfei Ma, Hongyan Li, Jimeng Sun
GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination. AAAI (2019)
Yongyue Sun, Qingyun Wang, Hongyan Li
AERIAL: An Efficient Randomized Incentive-Based Influence Maximization Algorithm. APWeb/WAIM (1) (2019)
Yongyue Sun, Hongyan Li, Jinbo Zhang
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 46 (9) (2019)
Shenda Hong, Cao Xiao, Trong Nghia Hoang, Tengfei Ma, Hongyan Li, Jimeng Sun
RDPD: Rich Data Helps Poor Data via Imitation. IJCAI (2019)
Yuxi Zhou, Shenda Hong, Junyuan Shang, Meng Wu, Qingyun Wang, Hongyan Li, Junqing Xie
K-margin-based Residual-Convolution-Recurrent Neural Network for Atrial Fibrillation Detection. IJCAI (2019)
Shenda Hong, Cao Xiao, Tengfei Ma, Hongyan Li, Jimeng Sun
MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals. IJCAI (2019)
Shenda Hong, Cao Xiao, Tengfei Ma, Hongyan Li, Jimeng Sun
MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals. CoRR (2019)
Junyuan Shang, Cao Xiao, Tengfei Ma, Hongyan Li, Jimeng Sun
GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination. CoRR (2018)
Shenda Hong, Cao Xiao, Tengfei Ma, Hongyan Li, Jimeng Sun
RDPD: Rich Data Helps Poor Data via Imitation. CoRR (2018)
Linqing Liu, Yao Lu, Min Yang, Qiang Qu, Jia Zhu, Hongyan Li
Generative Adversarial Network for Abstractive Text Summarization. AAAI (2018)
Junyuan Shang, Shenda Hong, Yuxi Zhou, Meng Wu, Hongyan Li
Knowledge Guided Multi-instance Multi-label Learning via Neural Networks in Medicines Prediction. ACML (2018)
Yipeng Chen, Hongyan Li, Qiang Qu
Negative-Aware Influence Maximization on Social Networks. AAAI (2018)
Jinbo Zhang, Shenda Hong, Yiyong Lin, Yanchao Mou, Hongyan Li
Finding the Typical Communication Black Hole in Big Data Environment. DMBD (2017)
Jinbo Zhang, Yipeng Chen, Shenda Hong, Hongyan Li
REBUILD: Graph Embedding Based Method for User Social Role Identity on Mobile Communication Network. DMBD (2017)
Shenda Hong, Meng Wu, Jinbo Zhang, Hongyan Li
Assessing Death Risk of Patients with Cardiovascular Disease from Long-Term Electrocardiogram Streams Summarization. PAKDD (1) (2017)
Linqing Liu, Yao Lu, Min Yang, Qiang Qu, Jia Zhu, Hongyan Li
Generative Adversarial Network for Abstractive Text Summarization. CoRR (2017)
Shenda Hong, Meng Wu, Yuxi Zhou, Qingyun Wang, Junyuan Shang, Hongyan Li, Junqing Xie
ENCASE: an ENsemble ClASsifiEr for ECG Classification Using Expert Features and Deep Neural Networks. CinC (2017)
Shenda Hong, Meng Wu, Hongyan Li, Zhengwu Wu
Event2vec: Learning Representations of Events on Temporal Sequences. APWeb/WAIM (2) (2017)
Yiyong Lin, Jinbo Zhang, Yuanxiang Ying, Shenda Hong, Hongyan Li
FVBM: A Filter-Verification-Based Method for Finding Top-k Closeness Centrality on Dynamic Social Networks. APWeb (2) (2016)
Biwei Liang, Tengjiao Wang, Shun Li, Wei Chen, Hongyan Li, Kai Lei
Online Learning for Accurate Real-Time Map Matching. PAKDD (2) (2016)
Zhen Qiu, Feifei Li, Shenda Hong, Hongyan Li
A Novel Method for Mining Semantics from Patterns over ECG Data. AAAI Workshop: Expanding the Boundaries of Health Informatics Using AI (2016)
Meng Wu, Zhen Qiu, Shenda Hong, Hongyan Li
Real-Time Anomaly Detection over ECG Data Stream Based on Component Spectrum. APWeb (2) (2016)
Shenda Hong, Zhen Qiu, Jinbo Zhang, Hongyan Li
Combining Multiple Concurrent Physiological Streams to Assessing Patients Condition. AAAI Workshop: Expanding the Boundaries of Health Informatics Using AI (2016)
Yipeng Chen, Hongyan Li, Jinbo Zhang, Gaoshan Miao
Inferring Social Roles of Mobile Users Based on Communication Behaviors. WAIM (1) (2016)
Di Wu, Tengjiao Wang, Yuxin Chen, Shun Li, Hongyan Li, Kai Lei
An Adaptive Skew Handling Join Algorithm for Large-scale Data Analysis. WAIM (2015)
Wenjing Liao, Tengjiao Wang, Hongyan Li, Dongqing Yang, Zhen Qiu, Kai Lei
An Adaptive Skew Insensitive Join Algorithm for Large Scale Data Analytics. APWeb (2014)
Ning Yin, Shanshan Wang, Shenda Hong, Hongyan Li
A Segment-Wise Method for Pseudo Periodic Time Series Prediction. ADMA (2014)
Xu Cheng, Hongyan Li, Yue Wang, Tengjiao Wang, Dongqing Yang
BF-Matrix: A Secondary Index for the Cloud Storage. WAIM (2014)
Zhen Qiu, Hongyan Li, Shenda Hong, Yiyong Lin, Nana Fan, Gaoyan Ou, Tengjiao Wang, Lilue Fan
Finding Vacant Taxis Using Large Scale GPS Traces. WAIM (2014)
Zhen Qiu, Hongyan Li, Hanchen Su, Gaoyan Ou, Tengjiao Wang
Logistic Regression Bias Correction for Large Scale Data with Rare Events. ADMA (2) (2013)
Yan Tang, Hongyan Li, Feifei Li, Lilue Fan
An effective method to analyze variations of high-dimensional patterns over medical streams. BIBM (2013)
Chunyang Wei, Hongyan Li, Kai Lei, Tengjiao Wang
Efficient cube computing on an extended multidimensional model over uncertain data. FSKD (2012)
Yan Tang, Feifei Li, Hongyan Li
Mining scalable pattern based on temporal logic over data streams. FSKD (2012)
Linqing Wang, Jun Gao, Tengjiao Wang, Hongyan Li
A cost aware adaptive multiple table join evaluation in MapReduce. FSKD (2012)
Yan Tang, Hongyan Li, Feifei Li, Gaoshan Miao
VS-Cube: Analyzing Variations of Multi-dimensional Patterns over Data Streams. ADMA (2012)
Cheng Ju, Hongyan Li, Feifei Li
PCG: An Efficient Method for Composite Pattern Matching over Data Streams. ADMA (2012)
Xu Cheng, Biping Meng, Yuxin Chen, Peng Zhao, Hongyan Li, Tengjiao Wang, Dongqing Yang
Dynamic Table: A Layered and Configurable Storage Structure in the Cloud. WAIM Workshops (2012)
Qiang Qu, Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu, Hongyan Li
Efficient Topological OLAP on Information Networks. DASFAA (1) (2011)
Gaoshan Miao, Hongyan Li, Tengjiao Wang
A Heuristic Method for Unstructured Pattern Management over Data Streams. APWeb (2010)
Xueqiang Wang, Jing Wang, Tengjiao Wang, Hongyan Li, Dongqing Yang
Parallel sequential pattern mining by transaction decomposition. FSKD (2010)
Zhiqiang Liu, Hongyan Li, Gaoshan Miao
MapReduce-based Backpropagation Neural Network over large scale mobile data. ICNC (2010)
Miao Zou, Tengjiao Wang, Hongyan Li, Dongqing Yang
A General Multi-relational Classification Approach Using Feature Generation and Selection. ADMA (2) (2010)
Xu Cheng, Qingjie Lu, Lian He, Hongyan Li, Tengjiao Wang, Dongqing Yang
Communities discovery in mobile call records. FSKD (2010)
Feifei Li, Hongyan Li, Qiang Qu
Composite Pattern Query Expression over Medical Data Streams. BMEI (2009)
Qiang Qu, Hongyan Li, Lei Wang, Gaoshan Miao, Xin Wei
Online Constrained Pattern Detection over Streams. FSKD (5) (2009)
Lei Wang, Hongyan Li, Qiang Qu, Huaqiang Zhang, Bin Zhou
Verifying the Consistency between Business Process Model and Data Model. JCAI (2009)
Lu-An Tang, Bin Cui, Hongyan Li, Gaoshan Miao, Dongqing Yang, Xinbiao Zhou
PGG: An Online Pattern Based Approach for Stream Variation Management. J. Comput. Sci. Technol. 23 (4) (2008)
Xinbiao Zhou, Gaoshan Miao, Hongyan Li, Xin Wei, Lv-an Tang
PEDS-VM: A Variation Management Prototype for Pattern Evolving Data Streams. WAIM (2008)
Xin Wei, Hongyan Li, Gaoshan Miao, Xinbiao Zhou
Diversity-Based Load Shedding Strategy over Pattern Streams. CSSE (4) (2008)
Lv-an Tang, Bin Cui, Hongyan Li, Gaoshan Miao, Dongqing Yang, Xinbiao Zhou
Effective variation management for pseudo periodical streams. SIGMOD Conference (2007)
Xinbiao Zhou, Hongyan Li, Haibin Liu, Meimei Li, Lv-an Tang, Yu Fan, Zijing Hu
Monitoring Abnormal Patterns with Complex Semantics over ICU Data Streams. IWICPAS (2006)
Lv-an Tang, Hongyan Li, Baojun Qiu, Meimei Li, Jianjun Wang, Lei Wang, Bin Zhou, Dongqing Yang, Shiwei Tang
WISE: A Prototype for Ontology Driven Development of Web Information Systems. APWeb (2006)
Yu Fan, Hongyan Li, Zijing Hu, Jianlong Gao, Haibin Liu, Shiwei Tang, Xinbiao Zhou
DSEC: A Data Stream Engine Based Clinical Information System. APWeb (2006)
Meimei Li, Hongyan Li, Lv-an Tang, Baojun Qiu
DOPA: A Data-Driven and Ontology-Based Method for Ad Hoc Process Awareness in Web Information Systems. WISE (2006)
Baojun Qiu, Hongyan Li, Zijing Hu, Dongqing Yang, Lv-an Tang, Jianjun Wang, Meimei Li, Shiwei Tang
General Consistency Management Within the Development of Ontology-Driven Web Information System. ASIAN (2005)
Zijing Hu, Hongyan Li, Baojun Qiu, Lv-an Tang, Yu Fan, Haibin Liu, Jianlong Gao, Xinbiao Zhou
Using Control Theory to Guide Load Shedding in Medical Data Stream Management System. ASIAN (2005)
Lv-an Tang, Hongyan Li, Zhiyong Pan, Dongqing Yang, Meimei Li, Shiwei Tang, Ying Ying
An Ontology Based Approach to Construct Behaviors in Web Information Systems. WAIM (2005)
Ting Yin, Hongyan Li, Zijing Hu, Yu Fan, Jianlong Gao, Shiwei Tang
A Hybrid Method for Detecting Data Stream Changes with Complex Semantics in Intensive Care Unit. ASIAN (2005)
Hongyan Li, Ming Xue, Jianjun Wang, Shiwei Tang, Dongqing Yang
Understanding User Operations on Web Page in WISE. WAIM (2005)
Lv-an Tang, Hongyan Li, Zhiyong Pan, Shaohua Tan, Baojun Qiu, Shiwei Tang, Jianjun Wang
PODWIS: A Personalized Tool for Ontology Development in Domain Specific Web Information System. APWeb (2005)
Hongyan Li, Shiwei Tang, Dongqing Yang, Yi Yu
An XML Based Electronic Medical Record Integration System. WAIM (2001)