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over-smoothing problem

8 papers

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Co-occurring keywords · papers mentioning both

graph neural network (6) graph convolutional network (4) node classification (3) message passing (3) graph convolution (2) self-attention mechanism (2) transformer architecture (2) pointer network (1) semantic abstraction (1) ladder network (1)

Papers

Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space IJCAI 2025 An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention AAAI 2024 Graph Convolutions Enrich the Self-Attention in Transformers! NeurIPS 2024 DRGCN: Dynamic Evolving Initial Residual for Deep Graph Convolutional Networks AAAI 2023 The Devil Is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-training AAAI 2023 Graph Pointer Neural Networks AAAI 2022 Beyond Low-frequency Information in Graph Convolutional Networks AAAI 2021 Going Deep: Graph Convolutional Ladder-Shape Networks AAAI 2020