Concepedia

Jinliang Deng

JD

11

Publications

624

Citations

10

H-Index

2021

Active since

Affiliations

Southern University of Science and Technology(Current)

University of Technology Sydney

The University of Tokyo

University of California, Los Angeles

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

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningForecastingPredictive AnalyticsDeep LearningKnowledge DiscoveryManagementStatistics

Publications per year

2021–2024

11

Publications

11

Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting

Hangchen Liu, Zheng Dong, Renhe Jiang et al. · 2023 · 243 citations

Forecasting Methodology, Intelligent Traffic Management, Spatiotemporal Diagnostics +14

Jinliang Deng, Xiusi Chen, Renhe Jiang et al. · 2021 · 150 citations

Engineering, Machine Learning, Data Science +11

A Multi-View Multi-Task Learning Framework for Multi-Variate Time Series Forecasting

Jinliang Deng, Xiusi Chen, Renhe Jiang et al. · IEEE Transactions on Knowledge and Data Engineering · 2022 · 46 citations

Forecasting Methodology, Engineering, Machine Learning +19

Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series Forecasting

Jinliang Deng, Xiusi Chen, Renhe Jiang et al. · IEEE Transactions on Knowledge and Data Engineering · 2024 · 44 citations

Forecasting Methodology, Hydrological Prediction, Engineering +22

Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting

Zheng Dong, Renhe Jiang, Haotian Gao et al. · 2024 · 35 citations

Forecasting Methodology, Captured Heterogeneity, Engineering +17

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