Zhiqi Shao

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 12

Top Topics

Bipartite Graph

Tikhonov Regularization

Geometric Active Contours

Top Venues

Int. J. Mach. Learn. Cybern.

Trans. Mach. Learn. Res.

Publications

Zhiqi Shao, Dai Shi, Andi Han, Andrey Vasnev, Yi Guo, Junbin Gao
Enhancing framelet GCNs with generalized p-Laplacian regularization. Int. J. Mach. Learn. Cybern. 15 (4) (2024)
Dai Shi, Zhiqi Shao, Yi Guo, Qibin Zhao, Junbin Gao
Revisiting Generalized p-Laplacian Regularized Framelet GCNs: Convergence, Energy Dynamic and as Non-Linear Diffusion. Trans. Mach. Learn. Res. 2024 (2024)
Zhiqi Shao, Michael G. H. Bell, Ze Wang, D. Glenn Geers, Haoning Xi, Junbin Gao
ST-SSMs: Spatial-Temporal Selective State of Space Model for Traffic Forecasting. CoRR (2024)
Zhiqi Shao, Xusheng Yao, Ze Wang, Junbin Gao
ST-MambaSync: The Confluence of Mamba Structure and Spatio-Temporal Transformers for Precipitous Traffic Prediction. CoRR (2024)
Zhiqi Shao, Michael G. H. Bell, Ze Wang, D. Glenn Geers, Xusheng Yao, Junbin Gao
CCDSReFormer: Traffic Flow Prediction with a Criss-Crossed Dual-Stream Enhanced Rectified Transformer Model. CoRR (2024)
Dai Shi, Zhiqi Shao, Yi Guo, Junbin Gao
Frameless Graph Knowledge Distillation. CoRR (2023)
Dai Shi, Zhiqi Shao, Andi Han, Yi Guo, Junbin Gao
A New Perspective On the Expressive Equivalence Between Graph Convolution and Attention Models. ACML (2023)
Dai Shi, Yi Guo, Zhiqi Shao, Junbin Gao
How Curvature Enhance the Adaptation Power of Framelet GCNs. CoRR (2023)
Dai Shi, Zhiqi Shao, Yi Guo, Qibin Zhao, Junbin Gao
Revisiting Generalized p-Laplacian Regularized Framelet GCNs: Convergence, Energy Dynamic and Training with Non-Linear Diffusion. CoRR (2023)
Zhiqi Shao, Dai Shi, Andi Han, Yi Guo, Qibin Zhao, Junbin Gao
Unifying over-smoothing and over-squashing in graph neural networks: A physics informed approach and beyond. CoRR (2023)
Andi Han, Dai Shi, Zhiqi Shao, Junbin Gao
Generalized energy and gradient flow via graph framelets. CoRR (2022)
Zhiqi Shao, Andi Han, Dai Shi, Andrey Vasnev, Junbin Gao
Generalized Laplacian Regularized Framelet GCNs. CoRR (2022)