Zonghan Wu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 23

Top Topics

Message Passing

Statistical Modeling

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Knowl. Data Eng.

Publications

Zonghan Wu, Da Zheng, Shirui Pan, Quan Gan, Guodong Long, George Karypis
TraverseNet: Unifying Space and Time in Message Passing for Traffic Forecasting. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Zihui Wang, Peizhen Yang, Xiaoliang Fan, Xu Yan, Zonghan Wu, Shirui Pan, Longbiao Chen, Yu Zang, Cheng Wang, Rongshan Yu
ConTIG: Continuous representation learning on temporal interaction graphs. Neural Networks 172 (2024)
Chuanpan Zheng, Xiaoliang Fan, Shirui Pan, Haibing Jin, Zhaopeng Peng, Zonghan Wu, Cheng Wang, Philip S. Yu
Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting. IEEE Trans. Knowl. Data Eng. 36 (1) (2024)
Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Chengqi Zhang
Beyond Low-Pass Filtering: Graph Convolutional Networks With Automatic Filtering. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Fengwen Chen, Guodong Long, Zonghan Wu, Tianyi Zhou, Jing Jiang
Personalized Federated Learning With Structure. CoRR (2022)
Fengwen Chen, Guodong Long, Zonghan Wu, Tianyi Zhou, Jing Jiang
Personalized Federated Learning With a Graph. IJCAI (2022)
Chuanpan Zheng, Xiaoliang Fan, Shirui Pan, Zonghan Wu, Cheng Wang, Philip S. Yu
Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting. CoRR (2021)
Zonghan Wu, Da Zheng, Shirui Pan, Quan Gan, Guodong Long, George Karypis
TraverseNet: Unifying Space and Time in Message Passing. CoRR (2021)
Xu Yan, Xiaoliang Fan, Peizhen Yang, Zonghan Wu, Shirui Pan, Longbiao Chen, Yu Zang, Cheng Wang
ConTIG: Continuous Representation Learning on Temporal Interaction Graphs. CoRR (2021)
Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Chengqi Zhang
Beyond Low-pass Filtering: Graph Convolutional Networks with Automatic Filtering. CoRR (2021)
Yizhen Zheng, Vincent C. S. Lee, Zonghan Wu, Shirui Pan
Heterogeneous Graph Attention Network for Small and Medium-Sized Enterprises Bankruptcy Prediction. PAKDD (1) (2021)
Zonghan Wu, Shirui Pan, Fengwen Chen, Guodong Long, Chengqi Zhang, Philip S. Yu
A Comprehensive Survey on Graph Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 32 (1) (2021)
Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Xiaojun Chang, Chengqi Zhang
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks. KDD (2020)
Baochang Zhang, Shuting Liu, Shoujun Zhou, Jian Yang, Cheng Wang, Na Li, Zonghan Wu, Jun Xia
Cerebrovascular segmentation from TOF-MRA using model- and data-driven method via sparse labels. Neurocomputing 380 (2020)
Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Xiaojun Chang, Chengqi Zhang
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks. CoRR (2020)
Na Li, Shoujun Zhou, Zonghan Wu, Baochang Zhang, Gang Zhao
Statistical modeling and knowledge-based segmentation of cerebral artery based on TOF-MRA and MR-T1. Comput. Methods Programs Biomed. 186 (2020)
Zonghan Wu, Baochang Zhang, Jun Yang, Na Li, Shoujun Zhou
Segmentation of Arteriovenous Malformation Based on Weighted Breadth-First Search of Vascular Skeleton. MIUA (2019)
Baochang Zhang, Zonghan Wu, Shuting Liu, Shoujun Zhou, Na Li, Gang Zhao
A Device-Independent Novel Statistical Modeling for Cerebral TOF-MRA Data Segmentation. UNSURE/CLIP@MICCAI (2019)
Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Chengqi Zhang
Graph WaveNet for Deep Spatial-Temporal Graph Modeling. IJCAI (2019)
Zonghan Wu, Shirui Pan, Fengwen Chen, Guodong Long, Chengqi Zhang, Philip S. Yu
A Comprehensive Survey on Graph Neural Networks. CoRR (2019)
Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Chengqi Zhang
Graph WaveNet for Deep Spatial-Temporal Graph Modeling. CoRR (2019)
Shoujun Zhou, Na Li, Baochang Zhang, Cheng Wang, Zonghan Wu, Jun Yang, Aichi Chien
Statistical Intensity- and Shape-Modeling to Automate Cerebrovascular Segmentation from TOF-MRA Data. MICCAI (2) (2019)
Huan Huo, Xiufeng Liu, Deyuan Zheng, Zonghan Wu, Shengwei Yu, Liang Liu
Collaborative Filtering Fusing Label Features Based on SDAE. ICDM (2017)
Huan Huo, Shangye Chen, Liang Song, Leiyu Ban, Zonghan Wu, Liang Liu, Liping Gao
Anomalous Region Detection on the Mobility Data. CIT/IUCC/DASC/PICom (2015)