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Works (10)

Condition-Guided Urban Traffic Co-Prediction With Multiple Sparse Surveillance Data

IEEE Transactions on Vehicular Technology
2025-01 | Journal article
DOI: 10.1109/TVT.2024.3397716
Contributors: Binwu Wang; Pengkun Wang; Yudong Zhang; Xu Wang; Zhengyang Zhou; Yang Wang
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Crossref

Adaptive and Interactive Multi-Level Spatio-Temporal Network for Traffic Forecasting

IEEE Transactions on Intelligent Transportation Systems
2024 | Journal article
DOI: 10.1109/TITS.2024.3392975
Contributors: Yudong Zhang; Pengkun Wang; Binwu Wang; Xu Wang; Zhe Zhao; Zhengyang Zhou; Lei Bai; Yang Wang
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Crossref

Predicting Collective Human Mobility via Countering Spatiotemporal Heterogeneity

IEEE Transactions on Mobile Computing
2024 | Journal article
DOI: 10.1109/TMC.2023.3296501
Contributors: Zhengyang Zhou; Kuo Yang; Yuxuan Liang; Binwu Wang; Hongyang Chen; Yang Wang
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Crossref

Modeling Spatio-Temporal Mobility Across Data Silos via Personalized Federated Learning

IEEE Transactions on Mobile Computing
2024-12 | Journal article
DOI: 10.1109/TMC.2024.3453657
Contributors: Yudong Zhang; Xu Wang; Pengkun Wang; Binwu Wang; Zhengyang Zhou; Yang Wang
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Crossref

STONE: A Spatio-temporal OOD Learning Framework Kills Both Spatial and Temporal Shifts

2024-08-25 | Conference paper
DOI: 10.1145/3637528.3671680
Contributors: Binwu Wang; Jiaming Ma; Pengkun Wang; Xu Wang; Yudong Zhang; Zhengyang Zhou; Yang Wang
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Crossref

When Imbalance Meets Imbalance: Structure-driven Learning for Imbalanced Graph Classification

2024-05-13 | Conference paper
DOI: 10.1145/3589334.3645629
Contributors: Wei Xu; Pengkun Wang; Zhe Zhao; Binwu Wang; Xu Wang; Yang Wang
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Crossref

Latent Gaussian Processes Based Graph Learning for Urban Traffic Prediction

IEEE Transactions on Vehicular Technology
2024-01 | Journal article
DOI: 10.1109/TVT.2023.3307755
Contributors: Xu Wang; Pengkun Wang; Binwu Wang; Yudong Zhang; Zhengyang Zhou; Lei Bai; Yang Wang
Source: check_circle
Crossref

Knowledge Expansion and Consolidation for Continual Traffic Prediction With Expanding Graphs

IEEE Transactions on Intelligent Transportation Systems
2023 | Journal article
DOI: 10.1109/TITS.2023.3263904
Contributors: Binwu Wang; Yudong Zhang; Jiahao Shi; Pengkun Wang; Xu Wang; Lei Bai; Yang Wang
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Crossref

An Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time Series

2023-08-06 | Conference paper
DOI: 10.1145/3580305.3599257
Contributors: Xu Wang; Hongbo Zhang; Pengkun Wang; Yudong Zhang; Binwu Wang; Zhengyang Zhou; Yang Wang
Source: check_circle
Crossref

Pattern Expansion and Consolidation on Evolving Graphs for Continual Traffic Prediction

2023-08-06 | Conference paper
DOI: 10.1145/3580305.3599463
Contributors: Binwu Wang; Yudong Zhang; Xu Wang; Pengkun Wang; Zhengyang Zhou; Lei Bai; Yang Wang
Source: check_circle
Crossref
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