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2020 – today
- 2024
[j7]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)- [j6]Yudong Zhang, Pengkun Wang, Binwu Wang, Xu Wang, Zhe Zhao, Zhengyang Zhou, Lei Bai, Yang Wang:
Adaptive and Interactive Multi-Level Spatio-Temporal Network for Traffic Forecasting. IEEE Trans. Intell. Transp. Syst. 25(10): 14070-14086 (2024) - [j5]Zhengyang Zhou, Kuo Yang, Yuxuan Liang, Binwu Wang, Hongyang Chen, Yang Wang:
Predicting Collective Human Mobility via Countering Spatiotemporal Heterogeneity. IEEE Trans. Mob. Comput. 23(5): 4723-4738 (2024) - [j4]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): 282-294 (2024) - [c15]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 - [c14]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: 6700-6704 - [c13]Zhe Zhao, Pengkun Wang, Haibin Wen, Yudong Zhang, Binwu Wang, Yang Wang:
Graph Networks Stand Strong: Enhancing Robustness via Stability Constraints. ICASSP 2024: 7315-7319 - [c12]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 - [c11]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 - [c10]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: 2948-2959 - [c9]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: 905-913 - [i4]Zhengyang Zhou, Qihe Huang, Binwu Wang, Jianpeng Hou, Kuo Yang, Yuxuan Liang, Yang Wang:
ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolution. CoRR abs/2403.01738 (2024) - [i3]Binwu Wang, Yan Leng, Guang Wang, Yang Wang:
FusionTransNet for Smart Urban Mobility: Spatiotemporal Traffic Forecasting Through Multimodal Network Integration. CoRR abs/2405.05786 (2024) - 2023
- [j3]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): 7190-7201 (2023) - [c8]Pengkun Wang, Xu Wang, Binwu Wang, Yudong Zhang, Lei Bai, Yang Wang:
Long-Tailed Time Series Classification via Feature Space Rebalancing. DASFAA (1) 2023: 151-166 - [c7]Binwu Wang, Yudong Zhang, Pengkun Wang, Xu Wang, Lei Bai, Yang Wang:
A Knowledge-Driven Memory System for Traffic Flow Prediction. DASFAA (4) 2023: 192-207 - [c6]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: 2223-2232 - [c5]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: 2409-2418 - [c4]Qihe Huang, Lei Shen, Ruixin Zhang, Shouhong Ding, Binwu Wang, Zhengyang Zhou, Yang Wang:
CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement. NeurIPS 2023 - [c3]Zhengyang Zhou, Kuo Yang, Wei Sun, Binwu Wang, Min Zhou, Yunan Zong, Yang Wang:
Towards Learning in Grey Spatiotemporal Systems: A Prophet to Non-consecutive Spatiotemporal Dynamics. SDM 2023: 190-198 - [i2]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 abs/2301.11742 (2023) - 2022
- [c2]Pengkun Wang, Xu Wang, Binwu Wang, Yudong Zhang, Lei Bai, Yang Wang:
Countering Modal Redundancy and Heterogeneity: A Self-Correcting Multimodal Fusion. ICDM 2022: 518-527 - [c1]Yudong Zhang, Binwu Wang, Ziyang Shan, Zhengyang Zhou, Yang Wang:
CMT-Net: A Mutual Transition Aware Framework for Taxicab Pick-ups and Drop-offs Co-Prediction. WSDM 2022: 1406-1414 - [i1]Zhengyang Zhou, Yang Kuo, Wei Sun, Binwu Wang, Min Zhou, Yunan Zong, Yang Wang:
Towards Learning in Grey Spatiotemporal Systems: A Prophet to Non-consecutive Spatiotemporal Dynamics. CoRR abs/2208.08878 (2022) - 2020
- [j2]Luo Liu, Jianmei Liu, Zhenjie Liu, Xuliang Xu, Binwu Wang:
Analysis on the Spatio-Temporal Characteristics of Urban Expansion and the Complex Driving Mechanism: Taking the Pearl River Delta Urban Agglomeration as a Case. Complex. 2020: 8157143:1-8157143:12 (2020) - [j1]Zhi Qiao, Luo Liu, Yuanwei Qin, Xinliang Xu, Binwu Wang, Zhenjie Liu:
The Impact of Urban Renewal on Land Surface Temperature Changes: A Case Study in the Main City of Guangzhou, China. Remote. Sens. 12(5): 794 (2020)
Coauthor Index
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last updated on 2024-10-23 21:27 CEST by the dblp team
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