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Guangyin Jin

academy of military sciences

19H-index
58Paper Count
2.0KCitation Count
Published Papers 21
Publication Date
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Cost-effective and scalable traffic forecasting: A graph-free multi-view MLP architecture
errNeural Networks
IF6.3
err2026-08-05
err0
PREAI
errGuangyin Jin; Sicong Lai; Xiaoshuai Hao; Mingdao Zhang; Teng Zhou; Jinlei Zhang
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errSave
Identity-embedded graph neural networks for node-level cost performance index prediction in electrical construction tasks
errAutomation in Construction
IF11.5
err2026-06-23
err0
PREAI
errFatemeh Mostofi; Guangyin Jin; Vedat Toğan; Onur Behzat Tokdemir
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errSave
Adaptive Future-Guided Ensemble Learning for Non-Stationary Time Series Forecasting with Drift-Aware Routing
errMathematics
IF2.2
err2026-05-14
err0
PREAI
errJing, Chenhao; Duan, Ran; Yan, Ruopeng; Jin, Guangyin
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Exploring to predict the tipping points in traffic flow: A lightweight spatio-temporal information-enhanced neural point process approach
errPhysica A: Statistical Mechanics and its Applications
IF3.1
err2025-11-14
err0
PREAI
errGuangyin Jin; Xiang Li; Shaohua Guan; Yanjie Song; Xiaoshuai Hao; Jinlei Zhang
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errSave
HUTFormer: Hierarchical U-Net transformer for long-term traffic forecasting
errCommunications in Transportation Research
IF14.5
err2025-11-14
err0
errOAAI
errZezhi Shao; Fei Wang; Tao Sun; Chengqing Yu; Yuchen Fang; Guangyin Jin; Zhulin An; Yang Liu; Xiaobo Qu; Yongjun Xu
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errSave
Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2025-01-01
err0
PREAI
errShao, Zezhi; Wang, Fei; Xu, Yongjun; Wei, Wei; Yu, Chengqing; Zhang, Zhao; Yao, Di; Sun, Tao; Jin, Guangyin; Cao, Xin; Cong, Gao; Jensen, Christian S.; Cheng, Xueqi
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errSave
Dynamic multi-scale spatial-temporal graph convolutional network for traffic flow prediction
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-12-01
err1
PREAI
errGao, Ming; Du, Zhuoran; Qin, Hongmao; Wang, Wei; Jin, Guangyin; Xie, Guotao
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A Survey on Service Route and Time Prediction in Instant Delivery: Taxonomy, Progress, and Prospects
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-12-01
err0
errOAAI
errWen, Haomin; Lin, Youfang; Wu, Lixia; Mao, Xiaowei; Cai, Tianyue; Hou, Yunfeng; Guo, Shengnan; Liang, Yuxuan; Jin, Guangyin; Zhao, Yiji; Zimmermann, Roger; Ye, Jieping; Wan, Huaiyu
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errSave
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-10-01
err32
errOAAI
errJin, Guangyin; Liang, Yuxuan; Fang, Yuchen; Shao, Zezhi; Huang, Jincai; Zhang, Junbo; Zheng, Yu
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Non-informative noise-enhanced stochastic neural networks for improving adversarial robustness
errINFORMATION FUSION
IF15.5
err2024-08-01
err1
PREAI
errYang, Hao; Wang, Min; Wang, Qi; Yu, Zhengfei; Jin, Guangyin; Zhou, Chunlai; Zhou, Yun
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errSave
Automated Dilated Spatio-Temporal Synchronous Graph Modeling for Traffic Prediction
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2023-08-01
err39
errOAAI
errJin, Guangyin; Li, Fuxian; Zhang, Jinlei; Wang, Mudan; Huang, Jincai
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errSave
Dual Graph Convolution Architecture Search for Travel Time Estimation
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2023-06-15
err12
PREAI
errJin, Guangyin; Yan, Huan; Li, Fuxian; Li, Yong; Huang, Jincai
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errSave
Urban hotspot forecasting via automated spatio-temporal information fusion
errAPPLIED SOFT COMPUTING
IF6.6
err2023-03-01
err11
PREAI
errJin, Guangyin; Sha, Hengyu; Xi, Zhexu; Huang, Jincai
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errSave
Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2023-02-20
err208
errOAAI
errLi, Fuxian; Feng, Jie; Yan, Huan; Jin, Guangyin; Yang, Fan; Sun, Funing; Jin, Depeng; Li, Yong
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errSave
Network-Wide Link Travel Time and Station Waiting Time Estimation Using Automatic Fare Collection Data: A Computational Graph Approach
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2022-11-01
err6
errOAAI
errZhang, Jinlei; Chen, Feng; Yang, Lixing; Ma, Wei; Jin, Guangyin; Gao, Ziyou
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errSave
Deep multi-view graph-based network for citywide ride-hailing demand prediction
errNEUROCOMPUTING
IF6.5
err2022-10-01
err25
PREAI
errJin, Guangyin; Xi, Zhexu; Sha, Hengyu; Feng, Yanghe; Huang, Jincai
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errSave
STGNN-TTE: Travel time estimation via spatial-temporal graph neural network
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2022-01-01
err58
PREAI
errJin, Guangyin; Wang, Min; Zhang, Jinlei; Sha, Hengyu; Huang, Jincai
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errSave
GSEN: An ensemble deep learning benchmark model for urban hotspots spatiotemporal prediction
errNEUROCOMPUTING
IF6.5
err2021-09-01
err20
PREAI
errJin, Guangyin; Sha, Hengyu; Feng, Yanghe; Cheng, Qing; Huang, Jincai
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errSave
Urban Fire Situation Forecasting: Deep sequence learning with spatio-temporal dynamics
errAPPLIED SOFT COMPUTING
IF6.6
err2020-12-01
err19
PREAI
errJin, Guangyin; Wang, Qi; Zhu, Cunchao; Feng, Yanghe; Huang, Jincai; Hu, Xingchen
errShare
errSave
Urban ride-hailing demand prediction with multiple spatiotemporal information fusion network
errTRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF7.9
err2020-08-01
err88
PREAI
errJin, Guangyin; Cui, Yan; Zeng, Liang; Tang, Hanbo; Feng, Yanghe; Huang, Jincai
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
Jieping Ye
H-index: 103 · Papers: 693
C
Christian S. Jensen
H-index: 87 · Papers: 1.0K
王唯 cover
王唯 (Wei Wang)
H-index: 87 · Papers: 1.7K
Y
Yu Zheng
H-index: 85 · Papers: 302
李勇 cover
李勇 (Yong Li)
H-index: 83 · Papers: 1.6K
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