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Pengkun Wang
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2020 – today
- 2024
- [j12]Yudong Zhang, Xu Wang
, Zhaoyang Sun, Pengkun Wang, Binwu Wang, Limin Li, Yang Wang:
Meta Koopman decomposition for time series forecasting under temporal distribution shifts. Adv. Eng. Informatics 62: 102840 (2024) - [j11]Li-Min Li, Bin-Wu Wang, Xu Wang, Pengkun Wang, Yudong Zhang, Yang Wang:
Face Anti-Spoofing with Unknown Attacks: A Comprehensive Feature Extraction and Representation Perspective. J. Comput. Sci. Technol. 39(4): 827-840 (2024) - [j10]Qunpeng Cui
Revealing the Ground Deformation and Its Mechanism in the Heihe River Basin by Interferometric Synthetic Aperture Radar and Optical Images. Sensors 24(15): 4868 (2024) - [j9]Lixin Zhang
Load Calculation Method for Deep-Buried Layered Soft Rock Tunnel Based on Back-Analysis of Structural Deformation. Symmetry 16(4): 383 (2024) - [j8]Yudong Zhang
Adaptive and Interactive Multi-Level Spatio-Temporal Network for Traffic Forecasting. IEEE Trans. Intell. Transp. Syst. 25(10): 14070-14086 (2024) - [j7]Yudong Zhang
Modeling Spatio-Temporal Mobility Across Data Silos via Personalized Federated Learning. IEEE Trans. Mob. Comput. 23(12): 15289-15306 (2024) - [j6]Xu Wang
Latent Gaussian Processes Based Graph Learning for Urban Traffic Prediction. IEEE Trans. Veh. Technol. 73(1): 282-294 (2024) - [c19]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: 9089-9097 - [c18]Zhe Zhao, Pengkun Wang, Haibin Wen, Yudong Zhang
A Twist for Graph Classification: Optimizing Causal Information Flow in Graph Neural Networks. AAAI 2024: 17042-17050 - [c17]Liheng Yu
XRDMamba: Large-scale Crystal Material Space Group Identification with Selective State Space Model. CIKM 2024: 4233-4237 - [c16]Xu Wang, Pengfei Gu, Yudong Zhang
Gradient Reactivation Enhanced Causal Attention for Out-Of-Distribution Generalizable Graph Classification. ICASSP 2024: 6700-6704 - [c15]Zhe Zhao, Pengkun Wang, Haibin Wen, Yudong Zhang
Graph Networks Stand Strong: Enhancing Robustness via Stability Constraints. ICASSP 2024: 7315-7319 - [c14]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 - [c13]Zhe Zhao, Pengkun Wang, Haibin Wen, Wei Xu, Song Lai, Qingfu Zhang, Yang Wang:
Two Fists, One Heart: Multi-Objective Optimization Based Strategy Fusion for Long-tailed Learning. ICML 2024 - [c12]Binwu Wang, Pengkun Wang, Zhengyang Zhou, Zhe Zhao, Wei Xu, Yang Wang:
Make Bricks with a Little Straw: Large-Scale Spatio-Temporal Graph Learning with Restricted GPU-Memory Capacity. IJCAI 2024: 2388-2396 - [c11]Binwu Wang
STONE: A Spatio-temporal OOD Learning Framework Kills Both Spatial and Temporal Shifts. KDD 2024: 2948-2959 - [c10]Wei Xu
When Imbalance Meets Imbalance: Structure-driven Learning for Imbalanced Graph Classification. WWW 2024: 905-913 - [i2]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 abs/2404.14941 (2024) - 2023
- [j5]Binwu Wang
Knowledge Expansion and Consolidation for Continual Traffic Prediction With Expanding Graphs. IEEE Trans. Intell. Transp. Syst. 24(7): 7190-7201 (2023) - [j4]Pengkun Wang
Joint Gated Co-Attention Based Multi-Modal Networks for Subregion House Price Prediction. IEEE Trans. Knowl. Data Eng. 35(2): 1667-1680 (2023) - [j3]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): 11984-11998 (2023) - [c9]Pengkun Wang, Xu Wang
Long-Tailed Time Series Classification via Feature Space Rebalancing. DASFAA (1) 2023: 151-166 - [c8]Binwu Wang, Yudong Zhang
A Knowledge-Driven Memory System for Traffic Flow Prediction. DASFAA (4) 2023: 192-207 - [c7]Yudong Zhang
Pondering About Task Spatial Misalignment: Classification-Localization Equilibrated Object Detection. ICASSP 2023: 1-5 - [c6]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 - [c5]Binwu Wang
Pattern Expansion and Consolidation on Evolving Graphs for Continual Traffic Prediction. KDD 2023: 2223-2232 - [c4]Xu Wang
An Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time Series. KDD 2023: 2409-2418 - [c3]Kuo Yang
EXTRACT and REFINE: Finding a Support Subgraph Set for Graph Representation. KDD 2023: 2953-2964 - [c2]Xu Wang
A Multi-graph Fusion Based Spatiotemporal Dynamic Learning Framework. WSDM 2023: 294-302 - [i1]Xu Wang
Graph-Free Learning in Graph-Structured Data: A More Efficient and Accurate Spatiotemporal Learning Perspective. CoRR abs/2301.11742 (2023) - 2022
- [j2]Pengkun Wang
Inferring Intersection Traffic Patterns With Sparse Video Surveillance Information: An ST-GAN Method. IEEE Trans. Veh. Technol. 71(9): 9840-9852 (2022) - [c1]Pengkun Wang, Xu Wang
Countering Modal Redundancy and Heterogeneity: A Self-Correcting Multimodal Fusion. ICDM 2022: 518-527 - 2021
- [j1]Pengkun Wang
A Two-Layer IP Hopping-Based Moving Target Defense Approach to Enhancing the Security of Mobile Ad-Hoc Networks. Sensors 21(7): 2355 (2021)
Coauthor Index
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