Kai Guo
Orcid: 0000-0002-3841-8862Affiliations:
- Jilin University, Changchun, China
According to our database1,
Kai Guo
authored at least 10 papers
between 2018 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Breaking the curse of dimensional collapse in graph contrastive learning: A whitening perspective.
Inf. Sci., February, 2024
Exploring the Alignment Landscape: LLMs and Geometric Deep Models in Protein Representation.
CoRR, 2024
Learning on Graphs with Large Language Models(LLMs): A Deep Dive into Model Robustness.
CoRR, 2024
Investigating Out-of-Distribution Generalization of GNNs: An Architecture Perspective.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
2023
Inf. Sci., November, 2023
Out-of-Distribution Generalization of Federated Learning via Implicit Invariant Relationships.
Proceedings of the International Conference on Machine Learning, 2023
2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
CAP: Co-Adversarial Perturbation on Weights and Features for Improving Generalization of Graph Neural Networks.
CoRR, 2021
2018
Proceedings of the Thirteenth ACM International Conference on Underwater Networks & Systems, 2018