Zonghan Wu

University of Illinois Urbana-Champaign — United States

Computer Science · Physical Sciences

9h-index4.5kcitations21works0.82yr avg
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Research Topics

Advanced Graph Neural Networks(7), Traffic Prediction and Management Techniques(7), Human Mobility and Location-Based Analysis(6), Complex Network Analysis Techniques(4), Recommender Systems and Techniques(3)

Publications21 total

Current Status of Research on Lightweight Design and Manufacturing of Robot Joint Modules Based on Topology Optimization
Applied and Computational Engineering·2025Open Access
Enabling Collaborative Parametric Knowledge Calibration for Retrieval-Augmented Vision Question Answering
arXiv (Cornell University)·2025Open Access
Assessing the Climate Impact of Green GDP: A Model for Estimating Global Climate Mitigation Effects
Highlights in Business Economics and Management·2025Open Access
A Study on Global Climate Mitigation and National Resource Management Based on the Green GDP Accounting Model
Highlights in Business Economics and Management·2024Open Access
ConTIG: Continuous representation learning on temporal interaction graphs
Neural Networks·2024· 5 citedOpen Access
AI-Driven Stock Return Prediction: Evaluating CNN, LSTM, and RF for Nvidia
2024Open Access
TraverseNet: Unifying Space and Time in Message Passing for Traffic Forecasting
IEEE Transactions on Neural Networks and Learning Systems·2022· 35 cited
Personalized Federated Learning With a Graph
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence·2022· 70 citedOpen Access
Beyond Low-Pass Filtering: Graph Convolutional Networks With Automatic Filtering
IEEE Transactions on Knowledge and Data Engineering·2022· 45 citedOpen Access
Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting
arXiv (Cornell University)·2021· 8 citedOpen Access
ConTIG: Continuous Representation Learning on Temporal Interaction Graphs
arXiv (Cornell University)·2021· 2 citedOpen Access
TraverseNet: Unifying Space and Time in Message Passing.
arXiv (Cornell University)·2021· 1 citedOpen Access
Heterogeneous Graph Attention Network for Small and Medium-Sized Enterprises Bankruptcy Prediction
Lecture notes in computer science·2021· 21 citedOpen Access
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks
2020· 1.6k citedOpen Access
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks
arXiv (Cornell University)·2020· 114 citedOpen Access
Towards Rebuild The Interventionist's Intra-Operative Natural Behavior: A Fully Sensorized Endovascular Robotic System Design
2019· 4 cited
Graph WaveNet for Deep Spatial-Temporal Graph Modeling
2019· 2.4k citedOpen Access
Graph WaveNet for Deep Spatial-Temporal Graph Modeling
arXiv (Cornell University)·2019· 70 citedOpen Access
Collaborative location recommendations with dynamic time periods
Pervasive and Mobile Computing·2016· 19 cited
Anomalous Region Detection on the Mobility Data
2015
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Frequent Co-authors

Shirui Pan(11), Guodong Long(8), Jing Jiang(6), Chengqi Zhang(5), Xiaoliang Fan(3), Xiaojun Chang(2), Quan Gan(2), George Karypis(2), Peizhen Yang(2), Longbiao Chen(2), Cheng Wang(2), Huan Huo(2), X. Chang(2), Xiaoying Liang(2), Fengwen Chen(1), Tianyi Zhou(1), Da Zheng(1), Yizhen Zheng(1), Vincent C. S. Lee(1), Chiu‐Ching Tuan(1)