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12/07/2022
Node-oriented Spectral Filtering for Graph Neural Networks
Graph neural networks (GNNs) have shown remarkable performance on homoph...
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07/19/2021
CETransformer: Casual Effect Estimation via Transformer Based Representation Learning
Treatment effect estimation, which refers to the estimation of causal ef...
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03/12/2021
Adversarial Graph Disentanglement
A real-world graph has a complex topology structure, which is often form...
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10/02/2020
Taking Modality-free Human Identification as Zero-shot Learning
Human identification is an important topic in event detection, person tr...
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12/04/2019
Distribution-induced Bidirectional Generative Adversarial Network for Graph Representation Learning
Graph representation learning aims to encode all nodes of a graph into l...
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10/22/2019