当前标签：Paper

论文解读-《An Empirical Evaluation of Rewiring Approaches in Graph Neural Networks》

zhang-yd 2026-03-05 13:18 阅读:5 评论:0 推荐:0

论文解读-《Probabilistic Graph Rewiring via Virtual Nodes》

zhang-yd 2026-03-05 13:18 阅读:8 评论:0 推荐:0

论文解读-《Probabilistically Rewired Message-Passing Neural Networks》

zhang-yd 2026-03-05 13:17 阅读:6 评论:0 推荐:0

论文解读-《Joint Graph Rewiring and Feature Denoising via Spectral Resonance》

zhang-yd 2026-03-05 13:17 阅读:17 评论:0 推荐:0

论文解读-《Oversquashing in GNNs through the lens of information contraction and graph expansion》

zhang-yd 2026-02-25 17:38 阅读:14 评论:0 推荐:0

论文解读-《GNNs Getting ComFy Community and Feature Similarity Guided Rewiring》

zhang-yd 2026-02-25 17:38 阅读:15 评论:0 推荐:0

论文解读-《PANDA Expanded Width-Aware Message Passing Beyond Rewiring》

zhang-yd 2026-02-25 17:37 阅读:9 评论:0 推荐:0

论文解读-《Deep Graph Contrastive Representation Learning》

zhang-yd 2026-02-02 13:24 阅读:32 评论:0 推荐:0

论文解读-《DiffWire Inductive Graph Rewiring via the Lovász Bound》

zhang-yd 2026-01-16 19:34 阅读:13 评论:0 推荐:0

论文解读-《The Effectiveness of Curvature-Based Rewiring and the Role of Hyperparameters in GNNs Revisited》

zhang-yd 2026-01-16 19:34 阅读:11 评论:0 推荐:0

论文解读-《Over-Squashing in GNNs and Causal Inference of Rewiring Strategies》

zhang-yd 2026-01-16 19:33 阅读:27 评论:0 推荐:0

论文解读-《Uncertainty-Aware Graph Structure Learning》

zhang-yd 2026-01-05 16:20 阅读:25 评论:0 推荐:0

论文解读-《GraphEdit Large Language Models for Graph Structure Learning》

zhang-yd 2026-01-01 18:52 阅读:25 评论:0 推荐:0

论文解读-《Rethinking Graph Structure Learning in the Era of LLMs》

zhang-yd 2025-12-31 17:43 阅读:22 评论:0 推荐:0

论文解读-《Fast unfolding of communities in large networks》

zhang-yd 2025-12-02 10:57 阅读:26 评论:0 推荐:0

论文解读-《Expander Graph Propagation》

zhang-yd 2025-12-01 22:44 阅读:12 评论:0 推荐:0

论文解读-《Higher-Order Expander Graph Propagation》

zhang-yd 2025-12-01 22:43 阅读:30 评论:0 推荐:0

论文解读-《Locality-Aware Graph-Rewiring in GNNs》

zhang-yd 2025-12-01 22:43 阅读:36 评论:0 推荐:0

论文解读-《Diffusion Improves Graph Learning》

zhang-yd 2025-12-01 22:43 阅读:44 评论:0 推荐:0

论文解读-《Understanding over-squashing and bottlenecks on graphs via curvature》

zhang-yd 2025-12-01 22:42 阅读:43 评论:0 推荐:0