Kai Guo

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 5

Top Topics

Graph Theoretic

Representational Power

Top Venues

Publications

Kai Guo, Hongzhi Wen, Wei Jin, Yaming Guo, Jiliang Tang, Yi Chang
Investigating Out-of-Distribution Generalization of GNNs: An Architecture Perspective. KDD (2024)
Kai Guo, Zewen Liu, Zhikai Chen, Hongzhi Wen, Wei Jin, Jiliang Tang, Yi Chang
Learning on Graphs with Large Language Models(LLMs): A Deep Dive into Model Robustness. CoRR (2024)
Kai Guo, Xiaofeng Cao, Zhining Liu, Yi Chang
Taming over-smoothing representation on heterophilic graphs. Inf. Sci. 647 (2023)
Kai Guo, Kaixiong Zhou, Xia Hu, Yu Li, Yi Chang, Xin Wang
Orthogonal Graph Neural Networks. AAAI (2022)
Jun Liu, Kai Guo, Jun-Hong Cui
Cloud-ocean computing: a new scheme of marine data processing. WUWNet (2018)