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Pengkun Wang
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Searching lottery tickets in graph neural networks: A dual perspective
K Wang, Y Liang, P Wang, X Wang, P Gu, J Fang, Y Wang
The Eleventh International Conference on Learning Representations, 2022
272022
Joint gated co-attention based multi-modal networks for subregion house price prediction
P Wang, C Ge, Z Zhou, X Wang, Y Li, Y Wang
IEEE Transactions on Knowledge and Data Engineering 35 (2), 1667-1680, 2021
152021
Pattern expansion and consolidation on evolving graphs for continual traffic prediction
B Wang, Y Zhang, X Wang, P Wang, Z Zhou, L Bai, Y Wang
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
132023
Inferring intersection traffic patterns with sparse video surveillance information: An st-gan method
P Wang, C Zhu, X Wang, Z Zhou, G Wang, Y Wang
IEEE Transactions on Vehicular Technology 71 (9), 9840-9852, 2022
132022
Knowledge expansion and consolidation for continual traffic prediction with expanding graphs
B Wang, Y Zhang, J Shi, P Wang, X Wang, L Bai, Y Wang
IEEE Transactions on Intelligent Transportation Systems, 2023
122023
A2DJP: A two graph-based component fused learning framework for urban anomaly distribution and duration joint-prediction
K Wang, Z Zhou, X Wang, P Wang, Q Fang, Y Wang
IEEE Transactions on Knowledge and Data Engineering, 2022
102022
An observed value consistent diffusion model for imputing missing values in multivariate time series
X Wang, H Zhang, P Wang, Y Zhang, B Wang, Z Zhou, Y Wang
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
82023
Extract and refine: Finding a support subgraph set for graph representation
K Yang, Z Zhou, W Sun, P Wang, X Wang, Y Wang
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
62023
Stack ResNet for short-term accident risk prediction leveraging cross-domain data
Z Zhou, L Chen, C Zhu, P Wang
2019 Chinese Automation Congress (CAC), 782-787, 2019
62019
A twist for graph classification: Optimizing causal information flow in graph neural networks
Z Zhao, P Wang, H Wen, Y Zhang, Z Zhou, Y Wang
Proceedings of the AAAI Conference on Artificial Intelligence 38 (15), 17042 …, 2024
42024
A Knowledge-Driven Memory System for Traffic Flow Prediction
B Wang, Y Zhang, P Wang, X Wang, L Bai, Y Wang
International Conference on Database Systems for Advanced Applications, 192-207, 2023
32023
Countering Modal Redundancy and Heterogeneity: A Self-Correcting Multimodal Fusion
P Wang, X Wang, B Wang, Y Zhang, L Bai, Y Wang
2022 IEEE International Conference on Data Mining (ICDM), 518-527, 2022
32022
Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective
B Wang, P Wang, Y Zhang, X Wang, Z Zhou, L Bai, Y Wang
Proceedings of the AAAI Conference on Artificial Intelligence 38 (8), 9089-9097, 2024
22024
Latent Gaussian Processes based Graph Learning for Urban Traffic Prediction
X Wang, P Wang, B Wang, Y Zhang, Z Zhou, L Bai, Y Wang
IEEE Transactions on Vehicular Technology, 2023
22023
Long-Tailed Time Series Classification via Feature Space Rebalancing
P Wang, X Wang, B Wang, Y Zhang, L Bai, Y Wang
International Conference on Database Systems for Advanced Applications, 151-166, 2023
22023
A Multi-graph Fusion Based Spatiotemporal Dynamic Learning Framework
X Wang, L Chen, H Zhang, P Wang, Z Zhou, Y Wang
Proceedings of the Sixteenth ACM International Conference on Web Search and …, 2023
22023
Kill Two Birds with One Stone: Rethinking Data Augmentation for Deep Long-tailed Learning
B Wang, P Wang, W Xu, X Wang, Y Zhang, K Wang, Y Wang
2
Delayed Bottlenecking: Alleviating Forgetting in Pre-trained Graph Neural Networks
Z Zhao, P Wang, X Wang, H Wen, X Xie, Z Zhou, Q Zhang, Y Wang
arXiv preprint arXiv:2404.14941, 2024
12024
Pondering About Task Spatial Misalignment: Classification-Localization Equilibrated Object Detection
Y Zhang, W Lu, X Wang, P Wang, Y Wang
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
12023
Graph-Free Learning in Graph-Structured Data: A More Efficient and Accurate Spatiotemporal Learning Perspective
X Wang, P Gu, P Wang, B Wang, Z Zhou, L Bai, Y Wang
arXiv preprint arXiv:2301.11742, 2023
12023
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