​
Login / Signup
Pengkun Wang
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 26
Top Topics
Gaussian Processes
Neural Network
Calculation Method
Moving Target Defense
Top Venues
KDD
ICASSP
CoRR
Sensors
</>
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)