Pengkun Wang - researchr alias

researchr

You are not signed in
Sign in
Sign up

Viewing Publication 1 - 35 from 35

2025

2024

Modeling Spatio-Temporal Mobility Across Data Silos via Personalized Federated LearningYudong Zhang 0005, Xu Wang 0029, Pengkun Wang, Binwu Wang, Zhengyang Zhou, Yang Wang 0015. tmc, 23(12):15289-15306, December 2024. [doi]

Adaptive and Interactive Multi-Level Spatio-Temporal Network for Traffic ForecastingYudong Zhang 0005, Pengkun Wang, Binwu Wang, Xu Wang 0029, Zhe Zhao 0008, Zhengyang Zhou, Lei Bai 0001, Yang Wang 0015. tits, 25(10):14070-14086, October 2024. [doi]

Breaking Long-Tailed Learning Bottlenecks: A Controllable Paradigm with Hypernetwork-Generated Diverse ExpertsZhe Zhao 0008, Haibin Wen, Zikang Wang, Pengkun Wang, Fanfu Wang, Song Lai, Qingfu Zhang 0001, Yang Wang 0015. nips 2024: [doi]

Latent Gaussian Processes Based Graph Learning for Urban Traffic PredictionXu Wang 0029, Pengkun Wang, Binwu Wang, Yudong Zhang 0005, Zhengyang Zhou, Lei Bai 0001, Yang Wang 0015. tvt, 73(1):282-294, January 2024. [doi]

Revealing the Ground Deformation and Its Mechanism in the Heihe River Basin by Interferometric Synthetic Aperture Radar and Optical ImagesQunpeng Cui, Yuedong Wang, Pengkun Wang, Ke Tan, Guangcai Feng. sensors, 24(15):4868, August 2024. [doi]

Face Anti-Spoofing with Unknown Attacks: A Comprehensive Feature Extraction and Representation PerspectiveLi-Min Li, Bin-Wu Wang, Xu Wang, Pengkun Wang, Yu-Dong Zhang, Yang Wang. jcst, 39(4):827-840, July 2024. [doi]

STONE: A Spatio-temporal OOD Learning Framework Kills Both Spatial and Temporal ShiftsBinwu Wang, Jiaming Ma, Pengkun Wang, Xu Wang 0029, Yudong Zhang 0005, Zhengyang Zhou, Yang Wang 0015. kdd 2024: 2948-2959 [doi]

Make Bricks with a Little Straw: Large-Scale Spatio-Temporal Graph Learning with Restricted GPU-Memory CapacityBinwu Wang, Pengkun Wang, Zhengyang Zhou, Zhe Zhao 0008, Wei Xu, Yang Wang 0015. IJCAI 2024: 2388-2396 [doi]

Gradient Reactivation Enhanced Causal Attention for Out-Of-Distribution Generalizable Graph ClassificationXu Wang, Pengfei Gu, Yudong Zhang, Binwu Wang, Pengkun Wang, Yang Wang. icassp 2024: 6700-6704 [doi]

Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled PerspectiveBinwu Wang, Pengkun Wang, Yudong Zhang 0005, Xu Wang, Zhengyang Zhou, Lei Bai 0001, Yang Wang 0015. AAAI 2024: 9089-9097 [doi]

Kill Two Birds with One Stone: Rethinking Data Augmentation for Deep Long-tailed LearningBinwu Wang, Pengkun Wang, Wei Xu, Xu Wang, Yudong Zhang, Kun Wang, Yang Wang. iclr 2024: [doi]

LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed ProblemsPengkun Wang, Zhe Zhao 0008, Haibin Wen, Fanfu Wang, Binwu Wang, Qingfu Zhang 0001, Yang Wang 0015. nips 2024: [doi]

When Imbalance Meets Imbalance: Structure-driven Learning for Imbalanced Graph ClassificationWei Xu, Pengkun Wang, Zhe Zhao, Binwu Wang, Xu Wang 0029, Yang Wang 0015. WWW 2024: 905-913 [doi]

XRDMamba: Large-scale Crystal Material Space Group Identification with Selective State Space ModelLiheng Yu, Pengkun Wang, Zhe Zhao 0008, Zhongchao Yi, Sun Nan, Di Wu, Yang Wang 0015. CIKM 2024: 4233-4237 [doi]

Load Calculation Method for Deep-Buried Layered Soft Rock Tunnel Based on Back-Analysis of Structural DeformationLixin Zhang, Lijun Chen, Jianxun Chen, Yanbin Luo, Huijie Guo, Yang Zhai, Pengkun Wang. symmetry, 16(4):383, April 2024. [doi]

Meta Koopman decomposition for time series forecasting under temporal distribution shiftsYudong Zhang, Xu Wang, Zhaoyang Sun, Pengkun Wang, Binwu Wang, Limin Li, Yang Wang. aei, 62:102840, 2024. [doi]

Graph Networks Stand Strong: Enhancing Robustness via Stability ConstraintsZhe Zhao, Pengkun Wang, Haibin Wen, Yudong Zhang 0005, Binwu Wang, Yang Wang 0015. icassp 2024: 7315-7319 [doi]

A Twist for Graph Classification: Optimizing Causal Information Flow in Graph Neural NetworksZhe Zhao, Pengkun Wang, Haibin Wen, Yudong Zhang 0005, Zhengyang Zhou, Yang Wang. AAAI 2024: 17042-17050 [doi]

Two Fists, One Heart: Multi-Objective Optimization Based Strategy Fusion for Long-tailed LearningZhe Zhao, Pengkun Wang, Haibin Wen, Wei Xu, Song Lai, Qingfu Zhang 0001, Yang Wang 0015. icml 2024: [doi]

2023

Joint Gated Co-Attention Based Multi-Modal Networks for Subregion House Price PredictionPengkun Wang, Chuancai Ge, Zhengyang Zhou, Xu Wang 0029, Yuantao Li, Yang Wang 0015. tkde, 35(2):1667-1680, 2023. [doi]

Knowledge Expansion and Consolidation for Continual Traffic Prediction With Expanding GraphsBinwu Wang, Yudong Zhang, Jiahao Shi, Pengkun Wang, Xu Wang 0029, Lei Bai 0001, Yang Wang 0015. tits, 24(7):7190-7201, 2023. [doi]

A Multi-graph Fusion Based Spatiotemporal Dynamic Learning FrameworkXu Wang, Lianliang Chen, Hongbo Zhang, Pengkun Wang, Zhengyang Zhou, Yang Wang. wsdm 2023: 294-302 [doi]

A Knowledge-Driven Memory System for Traffic Flow PredictionBinwu Wang, Yudong Zhang, Pengkun Wang, Xu Wang, Lei Bai 0015, Yang Wang. dasfaa 2023: 192-207 [doi]

Pattern Expansion and Consolidation on Evolving Graphs for Continual Traffic PredictionBinwu Wang, Yudong Zhang, Xu Wang, Pengkun Wang, Zhengyang Zhou, Lei Bai 0001, Yang Wang. kdd 2023: 2223-2232 [doi]

Long-Tailed Time Series Classification via Feature Space RebalancingPengkun Wang, Xu Wang, Binwu Wang, Yudong Zhang, Lei Bai 0015, Yang Wang 0015. dasfaa 2023: 151-166 [doi]

An Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time SeriesXu Wang, Hongbo Zhang, Pengkun Wang, Yudong Zhang, Binwu Wang, Zhengyang Zhou, Yang Wang. kdd 2023: 2409-2418 [doi]

Searching Lottery Tickets in Graph Neural Networks: A Dual PerspectiveKun Wang, Yuxuan Liang, Pengkun Wang, Xu Wang, Pengfei Gu, Junfeng Fang, Yang Wang 0015. iclr 2023: [doi]

A2DJP: A Two Graph-Based Component Fused Learning Framework for Urban Anomaly Distribution and Duration Joint-PredictionKun Wang, Zhengyang Zhou, Xu Wang 0029, Pengkun Wang, Qi Fang, Yang Wang 0015. tkde, 35(12):11984-11998, December 2023. [doi]

EXTRACT and REFINE: Finding a Support Subgraph Set for Graph RepresentationKuo Yang, Zhengyang Zhou, Wei Sun, Pengkun Wang, Xu Wang, Yang Wang. kdd 2023: 2953-2964 [doi]

Pondering About Task Spatial Misalignment: Classification-Localization Equilibrated Object DetectionYudong Zhang, Wei Lu, Xu Wang, Pengkun Wang, Yang Wang. icassp 2023: 1-5 [doi]

2022

Countering Modal Redundancy and Heterogeneity: A Self-Correcting Multimodal FusionPengkun Wang, Xu Wang, Binwu Wang, Yudong Zhang, Lei Bai 0015, Yang Wang. icdm 2022: 518-527 [doi]

Inferring Intersection Traffic Patterns With Sparse Video Surveillance Information: An ST-GAN MethodPengkun Wang, Chaochao Zhu, Xu Wang, Zhengyang Zhou, Guang Wang, Yang Wang 0015. tvt, 71(9):9840-9852, 2022. [doi]

2021

A Two-Layer IP Hopping-Based Moving Target Defense Approach to Enhancing the Security of Mobile Ad-Hoc NetworksPengkun Wang, Momiao Zhou, Zhizhong Ding. sensors, 21(7):2355, 2021. [doi]

See Also

All Publications

Filter by Year
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Tag

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1

Researchr

Publications by 'Pengkun Wang'

Viewing Publication 1 - 35 from 35

2025

2024

2023

2022

2021

See Also

All Publications

Filter by YearOR AND NOT 1

Filter by TypeOR AND NOT 1

Filter by Tag

Filter by Venue [+]OR AND NOT 1

Filter by Author [+]OR AND NOT 1

Filter by Top Terms [+]OR AND NOT 1

Researchr

Publications by 'Pengkun Wang'

Viewing Publication 1 - 35 from 35

2025

2024

2023

2022

2021

Filter by Year
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1