Pengkun Wang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 26

Top Topics

Gaussian Processes

Calculation Method

Moving Target Defense

Top Venues

Publications

Zhe Zhao, Pengkun Wang, Haibin Wen, Yudong Zhang, Zhengyang Zhou, Yang Wang
A Twist for Graph Classification: Optimizing Causal Information Flow in Graph Neural Networks. AAAI (2024)
Lixin Zhang, Lijun Chen, Jianxun Chen, Yanbin Luo, Huijie Guo, Yang Zhai, Pengkun Wang
Load Calculation Method for Deep-Buried Layered Soft Rock Tunnel Based on Back-Analysis of Structural Deformation. Symmetry 16 (4) (2024)
Zhe Zhao, Pengkun Wang, Haibin Wen, Yudong Zhang, Binwu Wang, Yang Wang
Graph Networks Stand Strong: Enhancing Robustness via Stability Constraints. ICASSP (2024)
Binwu Wang, Pengkun Wang, Wei Xu, Xu Wang, Yudong Zhang, Kun Wang, Yang Wang
Kill Two Birds with One Stone: Rethinking Data Augmentation for Deep Long-tailed Learning. ICLR (2024)
Xu Wang, Pengfei Gu, Yudong Zhang, Binwu Wang, Pengkun Wang, Yang Wang
Gradient Reactivation Enhanced Causal Attention for Out-Of-Distribution Generalizable Graph Classification. ICASSP (2024)
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)
Wei Xu, Pengkun Wang, Zhe Zhao, Binwu Wang, Xu Wang, Yang Wang
When Imbalance Meets Imbalance: Structure-driven Learning for Imbalanced Graph Classification. WWW (2024)
Binwu Wang, Jiaming Ma, Pengkun Wang, Xu Wang, Yudong Zhang, Zhengyang Zhou, Yang Wang
STONE: A Spatio-temporal OOD Learning Framework Kills Both Spatial and Temporal Shifts. KDD (2024)
Binwu Wang, Pengkun Wang, Yudong Zhang, Xu Wang, Zhengyang Zhou, Lei Bai, Yang Wang
Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective. AAAI (2024)
Zhe Zhao, Pengkun Wang, Xu Wang, Haibin Wen, Xiaolong Xie, Zhengyang Zhou, Qingfu Zhang, Yang Wang
Delayed Bottlenecking: Alleviating Forgetting in Pre-trained Graph Neural Networks. CoRR (2024)
Qunpeng Cui, Yuedong Wang, Pengkun Wang, Ke Tan, Guangcai Feng
Revealing the Ground Deformation and Its Mechanism in the Heihe River Basin by Interferometric Synthetic Aperture Radar and Optical Images. Sensors 24 (15) (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)