Concepedia

Guangyin Jin

GJ

Statistics

Publications

25

Citations

1.8K

H-Index

18

Active since

2019

Affiliations

National University of Defense Technology(Current)

Tsinghua University

University of Bristol

Beijing Jiaotong University

Hunan University

Guangyin Jin is an author at National University of Defense Technology specializing in data science, engineering, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningDeep LearningComputer SciencePredictive AnalyticsNetwork AnalysisForecastingTransportationNetwork Science

Publications per year

2019–2024

25

Publications

25

Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution

Fuxian Li, Jie Feng, Huan Yan et al. · ACM Transactions on Knowledge Discovery from Data · 2022 · 462 citations · Full text

Intelligent Traffic Management, Network Flows, Recurrent Operations +14

Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey

Guangyin Jin, Yuxuan Liang, Yuchen Fang et al. · IEEE Transactions on Knowledge and Data Engineering · 2023 · 362 citations

Stgnn Technologies, Engineering, Machine Learning +21

Urban ride-hailing demand prediction with multiple spatio-temporal information fusion network

Guangyin Jin, Yan Cui, Liang Zeng et al. · Transportation Research Part C Emerging Technologies · 2020 · 139 citations

Transport Network Analysis, Engineering, Machine Learning +7

Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis

Zezhi Shao, Fei Wang, Yongjun Xu et al. · IEEE Transactions on Knowledge and Data Engineering · 2024 · 113 citations · Full text

Automated Dilated Spatio-Temporal Synchronous Graph Modeling for Traffic Prediction

Guangyin Jin, Fuxian Li, Jinlei Zhang et al. · IEEE Transactions on Intelligent Transportation Systems · 2022 · 94 citations

Traffic Theory, Engineering, Machine Learning +19

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