Guangsi Shi

According to our database, Guangsi Shi authored at least 9 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting.

Ming Jin, Guangsi Shi, Yuan-Fang Li, Bo Xiong, Tian Zhou, Flora D. Salim, Liang Zhao, Lingfei Wu, Qingsong Wen, Shirui Pan

IEEE Trans. Pattern Anal. Mach. Intell., June, 2025

DIG-Mol: A Contrastive Dual-Interaction Graph Neural Network for Molecular Property Prediction.

Zexing Zhao, Guangsi Shi, Xiaopeng Wu, Ruohua Ren, Xiaojun Gao, Fuyi Li

IEEE J. Biomed. Health Informatics, March, 2025

LLM-powered explanations: Unraveling recommendations through subgraph reasoning.

Guangsi Shi, Xiaofeng Deng, Linhao Luo, Lijuan Xia, Lei Bao, Bei Ye, Fei Du, Shirui Pan, Yuxiao Li

Knowl. Based Syst., 2025

HOP: Heterogeneous Topology-based Multimodal Entanglement for Co-Speech Gesture Generation.

Hongye Cheng, Tianyu Wang, Guangsi Shi, Zexing Zhao, Yanwei Fu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Towards complex dynamic physics system simulation with graph neural ordinary equations.

Guangsi Shi, Daokun Zhang, Ming Jin, Shirui Pan, Philip S. Yu

Neural Networks, 2024

DCCN: A dual-cross contrastive neural network for 3D point cloud representation learning.

Xiaopeng Wu, Guangsi Shi, Zexing Zhao, Mingjie Li, Xiaojun Gao, Xiaoli Yan

Expert Syst. Appl., 2024

Contrastive Dual-Interaction Graph Neural Network for Molecular Property Prediction.

Zexing Zhao, Guangsi Shi, Xiaopeng Wu, Ruohua Ren, Xiaojun Gao, Fuyi Li

CoRR, 2024

2023

Towards Complex Dynamic Physics System Simulation with Graph Neural ODEs.

Guangsi Shi, Daokun Zhang, Ming Jin, Shirui Pan

CoRR, 2023

How Expressive are Spectral-Temporal Graph Neural Networks for Time Series Forecasting?

Ming Jin, Guangsi Shi, Yuan-Fang Li, Qingsong Wen, Bo Xiong, Tian Zhou, Shirui Pan

CoRR, 2023