{"total":37,"rows":[{"id":"2209.15486","title":"Graph Neural Networks for Link Prediction with Subgraph Sketching","created":"2022-09-30","cited_by_count":81,"area":null},{"id":"2209.01084","title":"Neighborhood-aware Scalable Temporal Network Representation Learning","created":"2022-09-02","cited_by_count":54,"area":null},{"id":"2306.06063","title":"Virtual Node Tuning for Few-shot Node Classification","created":"2023-06-09","cited_by_count":46,"area":null},{"id":"2212.12488","title":"Bring Your Own View: Graph Neural Networks for Link Prediction with Personalized Subgraph Selection","created":"2022-12-23","cited_by_count":26,"area":null},{"id":"2304.01391","title":"Counterfactual Learning on Graphs: A Survey","created":"2023-04-03","cited_by_count":22,"area":null},{"id":"2207.06221","title":"Collaboration-Aware Graph Convolutional Network for Recommender Systems","created":"2022-07-03","cited_by_count":12,"area":null},{"id":"2211.15899","title":"FakeEdge: Alleviate Dataset Shift in Link Prediction","created":"2022-11-29","cited_by_count":12,"area":null},{"id":"2408.07191","title":"Joint Graph Rewiring and Feature Denoising via Spectral Resonance","created":"2024-08-13","cited_by_count":12,"area":null},{"id":"2310.04612","title":"A Topological Perspective on Demystifying GNN-Based Link Prediction Performance","created":"2023-10-06","cited_by_count":11,"area":null},{"id":"2206.12004","title":"Sampling Enclosing Subgraphs for Link Prediction","created":"2022-06-23","cited_by_count":9,"area":null},{"id":"2406.18763","title":"Conformalized Link Prediction on Graph Neural Networks","created":"2024-06-26","cited_by_count":9,"area":null},{"id":"2301.12562","title":"Simplifying Subgraph Representation Learning for Scalable Link Prediction","created":"2023-01-29","cited_by_count":7,"area":null},{"id":"2206.09567","title":"Two-Dimensional Weisfeiler-Lehman Graph Neural Networks for Link Prediction","created":"2022-06-20","cited_by_count":6,"area":null},{"id":"2501.09178","title":"Enhancing Graph Representation Learning with Localized Topological Features","created":"2025-01-15","cited_by_count":6,"area":null},{"id":"2403.11199","title":"Graph Unitary Message Passing","created":"2024-03-17","cited_by_count":5,"area":null},{"id":"2304.08556","title":"Stochastic Subgraph Neighborhood Pooling for Subgraph Classification","created":"2023-04-17","cited_by_count":3,"area":null},{"id":"2305.13656","title":"Link Prediction without Graph Neural Networks","created":"2023-05-23","cited_by_count":3,"area":null},{"id":"2402.08174","title":"Hierarchical Position Embedding of Graphs with Landmarks and Clustering for Link Prediction","created":"2024-02-13","cited_by_count":3,"area":null},{"id":"2406.16687","title":"Link Prediction with Untrained Message Passing Layers","created":"2024-06-24","cited_by_count":3,"area":null},{"id":"2411.14711","title":"Can GNNs Learn Link Heuristics? A Concise Review and Evaluation of Link Prediction Methods","created":"2024-11-22","cited_by_count":3,"area":null},{"id":"2404.15225","title":"PHLP: Sole Persistent Homology for Link Prediction - Interpretable Feature Extraction","created":"2024-04-23","cited_by_count":2,"area":null},{"id":"2511.06568","title":"Breaking the Dyadic Barrier: Rethinking Fairness in Link Prediction Beyond Demographic Parity","created":"2025-11-09","cited_by_count":2,"area":null},{"id":"2111.12952","title":"AutoHEnsGNN: Winning Solution to AutoGraph Challenge for KDD Cup 2020","created":"2021-11-25","cited_by_count":1,"area":null},{"id":"2301.00169","title":"Generative Graph Neural Networks for Link Prediction","created":"2022-12-31","cited_by_count":1,"area":null},{"id":"2303.08958","title":"NESS: Node Embeddings from Static SubGraphs","created":"2023-03-15","cited_by_count":1,"area":null},{"id":"2305.12578","title":"Self-Explainable Graph Neural Networks for Link Prediction","created":"2023-05-21","cited_by_count":1,"area":null},{"id":"2401.05468","title":"Introducing New Node Prediction in Graph Mining: Predicting All Links from Isolated Nodes with Graph Neural Networks","created":"2024-01-10","cited_by_count":1,"area":null},{"id":"2410.01802","title":"PROXI: Challenging the GNNs for Link Prediction","created":"2024-10-02","cited_by_count":1,"area":null},{"id":"2412.00261","title":"Attribute-Enhanced Similarity Ranking for Sparse Link Prediction","created":"2024-11-29","cited_by_count":1,"area":null},{"id":"2203.16256","title":"Research topic trend prediction of scientific papers based on spatial enhancement and dynamic graph convolution network","created":"2022-03-30","cited_by_count":0,"area":null},{"id":"2204.08476","title":"Research on Domain Information Mining and Theme Evolution of Scientific Papers","created":"2022-04-18","cited_by_count":0,"area":null},{"id":"2404.11032","title":"CORE: Data Augmentation for Link Prediction via Information Bottleneck","created":"2024-04-17","cited_by_count":0,"area":null},{"id":"2410.19183","title":"Can Self Supervision Rejuvenate Similarity-Based Link Prediction?","created":"2024-10-24","cited_by_count":0,"area":null},{"id":"2502.12777","title":"Evaluating link prediction: New perspectives and recommendations","created":"2025-02-18","cited_by_count":0,"area":null},{"id":"2605.09408","title":"GravityGraphSAGE: Link Prediction in Directed Attributed Graphs","created":"2026-05-10","cited_by_count":0,"area":null},{"id":"2607.16198","title":"A Survey on GNN-based Link Prediction: Techniques, Applications, and Challenges","created":"2026-04-29","cited_by_count":0,"area":null},{"id":"2608.03653","title":"AutoSND: From Execution Evidence to Structural Policies for Automated Network Dismantling Heuristic Discovery","created":"2026-08-04","cited_by_count":0,"area":null}],"next_cursor":null}