"graph convolution" Papers
7 papers found
Let Your Features Tell The Differences: Understanding Graph Convolution By Feature Splitting
Yilun Zheng, Xiang Li, Sitao Luan et al.
ICLR 2025poster
7
citations
STAIR: Manipulating Collaborative and Multimodal Information for E-Commerce Recommendation
Cong Xu, Yunhang He, Jun Wang et al.
AAAI 2025paperarXiv:2412.11729
5
citations
CKGConv: General Graph Convolution with Continuous Kernels
Liheng Ma, Soumyasundar Pal, Yitian Zhang et al.
ICML 2024posterarXiv:2404.13604
Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective
Soo Yong Lee, Sunwoo Kim, Fanchen Bu et al.
ICML 2024posterarXiv:2402.04621
Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data
Yucheng Wang, Yuecong Xu, Jianfei Yang et al.
AAAI 2024paperarXiv:2309.05305
100
citations
Graph Attention Retrospective
Kimon Fountoulakis, Amit Levi, Shenghao Yang et al.
ICML 2024posterarXiv:2202.13060
PC-Conv: Unifying Homophily and Heterophily with Two-Fold Filtering
Bingheng Li, Erlin Pan, Zhao Kang
AAAI 2024paperarXiv:2312.14438
57
citations