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Kai Guo 0003
Person information
- affiliation: Jilin University, Changchun, China
Other persons with the same name
- Kai Guo — disambiguation page
- Kai Guo 0001
— Samsung Electronics Ltd., Suwon, South Korea (and 1 more)
- Kai Guo 0002
- Kai Guo 0004
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2020 – today
- 2024
- [j2]Yang Tao, Kai Guo, Yizhen Zheng
Breaking the curse of dimensional collapse in graph contrastive learning: A whitening perspective. Inf. Sci. 657: 119952 (2024) - [c4]Kai Guo
Investigating Out-of-Distribution Generalization of GNNs: An Architecture Perspective. KDD 2024: 932-943 - [i5]Kai Guo, Hongzhi Wen, Wei Jin, Yaming Guo, Jiliang Tang, Yi Chang:
Investigating Out-of-Distribution Generalization of GNNs: An Architecture Perspective. CoRR abs/2402.08228 (2024) - [i4]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 abs/2407.12068 (2024) - 2023
- [j1]Kai Guo
Taming over-smoothing representation on heterophilic graphs. Inf. Sci. 647: 119463 (2023) - [c3]Yaming Guo, Kai Guo, Xiaofeng Cao, Tieru Wu, Yi Chang:
Out-of-Distribution Generalization of Federated Learning via Implicit Invariant Relationships. ICML 2023: 11905-11933 - 2022
- [c2]Kai Guo
Orthogonal Graph Neural Networks. AAAI 2022: 3996-4004 - 2021
- [i3]Kai Guo, Kaixiong Zhou, Xia Hu, Yu Li, Yi Chang, Xin Wang:
Orthogonal Graph Neural Networks. CoRR abs/2109.11338 (2021) - [i2]Haotian Xue, Kaixiong Zhou, Tianlong Chen, Kai Guo, Xia Hu, Yi Chang, Xin Wang:
CAP: Co-Adversarial Perturbation on Weights and Features for Improving Generalization of Graph Neural Networks. CoRR abs/2110.14855 (2021) - [i1]Zhining Liu, Zhepei Wei, Erxin Yu, Qiang Huang, Kai Guo, Boyang Yu, Zhaonian Cai, Hangting Ye, Wei Cao, Jiang Bian, Pengfei Wei, Jing Jiang, Yi Chang:
IMBENS: Ensemble Class-imbalanced Learning in Python. CoRR abs/2111.12776 (2021)
2010 – 2019
- 2018
- [c1]Jun Liu, Kai Guo
Cloud-ocean computing: a new scheme of marine data processing. WUWNet 2018: 47:1-47:2
Coauthor Index
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