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Binwu Wang
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 23
Top Topics
Structured Data
Multivariate Time Series
Temporal Characteristics
Gaussian Process
Top Venues
CoRR
KDD
ICASSP
SDM
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Publications
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Binwu Wang
,
Yan Leng
,
Guang Wang
,
Yang Wang
FusionTransNet for Smart Urban Mobility: Spatiotemporal Traffic Forecasting Through Multimodal Network Integration.
CoRR
(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)
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
(2024)
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) (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)
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)
Pengkun Wang
,
Xu Wang
,
Binwu Wang
,
Yudong Zhang
,
Lei Bai
,
Yang Wang
Long-Tailed Time Series Classification via Feature Space Rebalancing.
DASFAA (1)
(2023)
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)
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)
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)
Binwu Wang
,
Yudong Zhang
,
Pengkun Wang
,
Xu Wang
,
Lei Bai
,
Yang Wang
A Knowledge-Driven Memory System for Traffic Flow Prediction.
DASFAA (4)
(2023)
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)
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
(2022)
Pengkun Wang
,
Xu Wang
,
Binwu Wang
,
Yudong Zhang
,
Lei Bai
,
Yang Wang
Countering Modal Redundancy and Heterogeneity: A Self-Correcting Multimodal Fusion.
ICDM
(2022)
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 (2020)
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) (2020)