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06/09/2023
Efficient GNN Explanation via Learning Removal-based Attribution
As Graph Neural Networks (GNNs) have been widely used in real-world appl...
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05/22/2023
DEGREE: Decomposition Based Explanation For Graph Neural Networks
Graph Neural Networks (GNNs) are gaining extensive attention for their a...
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04/26/2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond
This paper presents a comprehensive and practical guide for practitioner...
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03/20/2023
Did You Train on My Dataset? Towards Public Dataset Protection with Clean-Label Backdoor Watermarking
The huge supporting training data on the Internet has been a key factor ...
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08/04/2022
Differentially Private Counterfactuals via Functional Mechanism
Counterfactual, serving as one emerging type of model explanation, has a...
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06/29/2022