Jinliang Deng - Concepedia

Author

Jinliang Deng

Southern University of Science and Technology ORCID

Also Known As

Deng, Jinliang, Jinliang Deng

Publications

664

Citations

H-Index

Concepts

All Affiliations

Southern University of Science and Technology University of Technology Sydney The University of Tokyo University of California, Los Angeles

About

Jinliang Deng is an author at Southern University of Science and Technology specializing in machine learning, computer science, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	9	9	600
2	Computer Science	9	9	600
3	Management	3	3	100
4	Business	1	1	22
5	Social Sciences	1	1	32

Jinliang Deng

Publications

624

Citations

H-Index

Page 1

	Year	Citations
Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting Hangchen Liu, Zheng Dong, Renhe Jiang, Forecasting MethodologyIntelligent Traffic ManagementSpatiotemporal DiagnosticsMachine LearningData Science	2023	243
ST-Norm Jinliang Deng, Xiusi Chen, Renhe Jiang, EngineeringMachine LearningData SciencePredictive AnalyticsAutoencoders	2021	150
A Multi-View Multi-Task Learning Framework for Multi-Variate Time Series Forecasting Jinliang Deng, Xiusi Chen, Renhe Jiang, IEEE Transactions on Knowledge and Data Engineering Forecasting MethodologyEngineeringMachine LearningProbabilistic ForecastingData Science	2022	46
Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series Forecasting Jinliang Deng, Xiusi Chen, Renhe Jiang, IEEE Transactions on Knowledge and Data Engineering Forecasting MethodologyHydrological PredictionEngineeringMachine LearningStructured Components	2024	44
Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting Zheng Dong, Renhe Jiang, Haotian Gao, Forecasting MethodologyCaptured HeterogeneityEngineeringMachine LearningSpatiotemporal Data Fusion	2024	35
The Pulse of Urban Transport: Exploring the Co-evolving Pattern for Spatio-temporal Forecasting Jinliang Deng, Xiusi Chen, Zipei Fan, ACM Transactions on Knowledge Discovery from Data EngineeringMachine LearningUrban ModellingSpatiotemporal DatabaseSocial Sciences	2021	32
HMGCL: Heterogeneous multigraph contrastive learning for LBSN friend recommendation Yongkang Li, Zipei Fan, Du Yin, World Wide Web Network ScienceGraph TheoryMachine LearningData ScienceEngineering	2022	22
TTS-Norm: Forecasting Tensor Time Series via Multi-Way Normalization Jiewen Deng, Jinliang Deng, Du Yin, ACM Transactions on Knowledge Discovery from Data Forecasting MethodologyTts ForecastingTensor Time SeriesMachine LearningData Science	2023	18
Heterogeneous Hypergraph Neural Network for Friend Recommendation with Human Mobility Yongkang Li, Zipei Fan, Jixiao Zhang, Proceedings of the 31st ACM International Conference on Information & Knowledge Management	2022	14
A Multi-view Multi-task Learning Framework for Multi-variate Time Series Forecasting Jinliang Deng, Xiusi Chen, Renhe Jiang, arXiv (Cornell University) Forecasting MethodologyEngineeringMachine LearningProbabilistic ForecastingData Science	2021	10

Page 1