Pengkun Wang

According to our database, Pengkun Wang authored at least 18 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Latent Gaussian Processes Based Graph Learning for Urban Traffic Prediction.

Xu Wang, Pengkun Wang, Binwu Wang, Yudong Zhang, Zhengyang Zhou, Lei Bai, Yang Wang

IEEE Trans. Veh. Technol., January, 2024

A Twist for Graph Classification: Optimizing Causal Information Flow in Graph Neural Networks.

Zhe Zhao, Pengkun Wang, Haibin Wen, Yudong Zhang, Zhengyang Zhou, Yang Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective.

Binwu Wang, Pengkun Wang, Yudong Zhang, Xu Wang, Zhengyang Zhou, Lei Bai, Yang Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A2DJP: A Two Graph-Based Component Fused Learning Framework for Urban Anomaly Distribution and Duration Joint-Prediction.

Kun Wang, Zhengyang Zhou, Xu Wang, Pengkun Wang, Qi Fang, Yang Wang

IEEE Trans. Knowl. Data Eng., December, 2023

Joint Gated Co-Attention Based Multi-Modal Networks for Subregion House Price Prediction.

Pengkun Wang, Chuancai Ge, Zhengyang Zhou, Xu Wang, Yuantao Li, Yang Wang

IEEE Trans. Knowl. Data Eng., 2023

Knowledge Expansion and Consolidation for Continual Traffic Prediction With Expanding Graphs.

Binwu Wang, Yudong Zhang, Jiahao Shi, Pengkun Wang, Xu Wang, Lei Bai, Yang Wang

IEEE Trans. Intell. Transp. Syst., 2023

Graph-Free Learning in Graph-Structured Data: A More Efficient and Accurate Spatiotemporal Learning Perspective.

Xu Wang, Pengfei Gu, Pengkun Wang, Binwu Wang, Zhengyang Zhou, Lei Bai, Yang Wang

CoRR, 2023

A Multi-graph Fusion Based Spatiotemporal Dynamic Learning Framework.

Xu Wang, Lianliang Chen, Hongbo Zhang, Pengkun Wang, Zhengyang Zhou, Yang Wang

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

EXTRACT and REFINE: Finding a Support Subgraph Set for Graph Representation.

Kuo Yang, Zhengyang Zhou, Wei Sun, Pengkun Wang, Xu Wang, Yang Wang

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

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

Xu Wang, Hongbo Zhang, Pengkun Wang, Yudong Zhang, Binwu Wang, Zhengyang Zhou, Yang Wang

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Pattern Expansion and Consolidation on Evolving Graphs for Continual Traffic Prediction.

Binwu Wang, Yudong Zhang, Xu Wang, Pengkun Wang, Zhengyang Zhou, Lei Bai, Yang Wang

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Searching Lottery Tickets in Graph Neural Networks: A Dual Perspective.

Kun Wang, Yuxuan Liang, Pengkun Wang, Xu Wang, Pengfei Gu, Junfeng Fang, Yang Wang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Pondering About Task Spatial Misalignment: Classification-Localization Equilibrated Object Detection.

Yudong Zhang, Wei Lu, Xu Wang, Pengkun Wang, Yang Wang

Proceedings of the IEEE International Conference on Acoustics, 2023

A Knowledge-Driven Memory System for Traffic Flow Prediction.

Binwu Wang, Yudong Zhang, Pengkun Wang, Xu Wang, Lei Bai, Yang Wang

Proceedings of the Database Systems for Advanced Applications, 2023

Long-Tailed Time Series Classification via Feature Space Rebalancing.

Pengkun Wang, Xu Wang, Binwu Wang, Yudong Zhang, Lei Bai, Yang Wang

Proceedings of the Database Systems for Advanced Applications, 2023

2022

Inferring Intersection Traffic Patterns With Sparse Video Surveillance Information: An ST-GAN Method.

Pengkun Wang, Chaochao Zhu, Xu Wang, Zhengyang Zhou, Guang Wang, Yang Wang

IEEE Trans. Veh. Technol., 2022

Countering Modal Redundancy and Heterogeneity: A Self-Correcting Multimodal Fusion.

Pengkun Wang, Xu Wang, Binwu Wang, Yudong Zhang, Lei Bai, Yang Wang

Proceedings of the IEEE International Conference on Data Mining, 2022

2021

A Two-Layer IP Hopping-Based Moving Target Defense Approach to Enhancing the Security of Mobile Ad-Hoc Networks.

Pengkun Wang, Momiao Zhou, Zhizhong Ding

Sensors, 2021