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Pengkun Wang
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 16
Top Topics
Moving Target Defense
Structured Data
Gaussian Process
Top Venues
KDD
IEEE Trans. Veh. Technol.
IEEE Trans. Knowl. Data Eng.
CoRR
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Publications
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Xu Wang
,
Pengkun Wang
,
Binwu Wang
,
Yudong Zhang
,
Zhengyang Zhou
,
Lei Bai
,
Yang Wang
Latent Gaussian Processes Based Graph Learning for Urban Traffic Prediction.
IEEE Trans. Veh. Technol.
73 (1) (2024)
Binwu Wang
,
Yudong Zhang
,
Xu Wang
,
Pengkun Wang
,
Zhengyang Zhou
,
Lei Bai
,
Yang Wang
Pattern Expansion and Consolidation on Evolving Graphs for Continual Traffic Prediction.
KDD
(2023)
Xu Wang
,
Pengfei Gu
,
Pengkun Wang
,
Binwu Wang
,
Zhengyang Zhou
,
Lei Bai
,
Yang Wang
Graph-Free Learning in Graph-Structured Data: A More Efficient and Accurate Spatiotemporal Learning Perspective.
CoRR
(2023)
Kun Wang
,
Yuxuan Liang
,
Pengkun Wang
,
Xu Wang
,
Pengfei Gu
,
Junfeng Fang
,
Yang Wang
Searching Lottery Tickets in Graph Neural Networks: A Dual Perspective.
ICLR
(2023)
Pengkun Wang
,
Xu Wang
,
Binwu Wang
,
Yudong Zhang
,
Lei Bai
,
Yang Wang
Long-Tailed Time Series Classification via Feature Space Rebalancing.
DASFAA (1)
(2023)
Xu Wang
,
Lianliang Chen
,
Hongbo Zhang
,
Pengkun Wang
,
Zhengyang Zhou
,
Yang Wang
A Multi-graph Fusion Based Spatiotemporal Dynamic Learning Framework.
WSDM
(2023)
Kuo Yang
,
Zhengyang Zhou
,
Wei Sun
,
Pengkun Wang
,
Xu Wang
,
Yang Wang
EXTRACT and REFINE: Finding a Support Subgraph Set for Graph Representation.
KDD
(2023)
Yudong Zhang
,
Wei Lu
,
Xu Wang
,
Pengkun Wang
,
Yang Wang
Pondering About Task Spatial Misalignment: Classification-Localization Equilibrated Object Detection.
ICASSP
(2023)
Xu Wang
,
Hongbo Zhang
,
Pengkun Wang
,
Yudong Zhang
,
Binwu Wang
,
Zhengyang Zhou
,
Yang Wang
An Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time Series.
KDD
(2023)
Binwu Wang
,
Yudong Zhang
,
Jiahao Shi
,
Pengkun Wang
,
Xu Wang
,
Lei Bai
,
Yang Wang
Knowledge Expansion and Consolidation for Continual Traffic Prediction With Expanding Graphs.
IEEE Trans. Intell. Transp. Syst.
24 (7) (2023)
Pengkun Wang
,
Chuancai Ge
,
Zhengyang Zhou
,
Xu Wang
,
Yuantao Li
,
Yang Wang
Joint Gated Co-Attention Based Multi-Modal Networks for Subregion House Price Prediction.
IEEE Trans. Knowl. Data Eng.
35 (2) (2023)
Kun Wang
,
Zhengyang Zhou
,
Xu Wang
,
Pengkun Wang
,
Qi Fang
,
Yang Wang
A2DJP: A Two Graph-Based Component Fused Learning Framework for Urban Anomaly Distribution and Duration Joint-Prediction.
IEEE Trans. Knowl. Data Eng.
35 (12) (2023)
Binwu Wang
,
Yudong Zhang
,
Pengkun Wang
,
Xu Wang
,
Lei Bai
,
Yang Wang
A Knowledge-Driven Memory System for Traffic Flow Prediction.
DASFAA (4)
(2023)
Pengkun Wang
,
Xu Wang
,
Binwu Wang
,
Yudong Zhang
,
Lei Bai
,
Yang Wang
Countering Modal Redundancy and Heterogeneity: A Self-Correcting Multimodal Fusion.
ICDM
(2022)
Pengkun Wang
,
Chaochao Zhu
,
Xu Wang
,
Zhengyang Zhou
,
Guang Wang
,
Yang Wang
Inferring Intersection Traffic Patterns With Sparse Video Surveillance Information: An ST-GAN Method.
IEEE Trans. Veh. Technol.
71 (9) (2022)
Pengkun Wang
,
Momiao Zhou
,
Zhizhong Ding
A Two-Layer IP Hopping-Based Moving Target Defense Approach to Enhancing the Security of Mobile Ad-Hoc Networks.
Sensors
21 (7) (2021)