Recognizing Predictive Substructures With Subgraph Information Bottleneck.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2024
Thought Propagation: an Analogical Approach to Complex Reasoning with Large Language Models.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
ScoreMix: A Scalable Augmentation Strategy for Training GANs With Limited Data.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023
Generative Explanation for Graph Neural Network: Methods and Evaluation.
IEEE Data Eng. Bull., 2023
Generative Explanations for Graph Neural Network: Methods and Evaluations.
CoRR, 2023
Rumor Detection with Diverse Counterfactual Evidence.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Mind the Label Shift of Augmentation-based Graph OOD Generalization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Structure-aware conditional variational auto-encoder for constrained molecule optimization.
Pattern Recognit., 2022
Finding Diverse and Predictable Subgraphs for Graph Domain Generalization.
CoRR, 2022
A Survey of Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection.
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CoRR, 2022
Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Improving Subgraph Recognition with Variational Graph Information Bottleneck.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Towards the Explanation of Graph Neural Networks in Digital Pathology with Information Flows.
CoRR, 2021
Graph Information Bottleneck for Subgraph Recognition.
Proceedings of the 9th International Conference on Learning Representations, 2021
Cosmetic-Aware Makeup Cleanser.
CoRR, 2020
Pose-preserving Cross Spectral Face Hallucination.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Semantic-Aware Makeup Cleanser.
Proceedings of the 10th IEEE International Conference on Biometrics Theory, 2019