{"total":23,"rows":[{"id":"2306.10453","title":"Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking","created":"2023-06-18","cited_by_count":69,"area":null},{"id":"2302.00890","title":"Neural Common Neighbor with Completion for Link Prediction","created":"2023-02-02","cited_by_count":64,"area":null},{"id":"2210.05801","title":"Linkless Link Prediction via Relational Distillation","created":"2022-10-11","cited_by_count":39,"area":null},{"id":"2211.15899","title":"FakeEdge: Alleviate Dataset Shift in Link Prediction","created":"2022-11-29","cited_by_count":12,"area":null},{"id":"2501.01124","title":"Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning","created":"2025-01-02","cited_by_count":12,"area":null},{"id":"2211.14394","title":"Link Prediction with Non-Contrastive Learning","created":"2022-11-25","cited_by_count":11,"area":null},{"id":"2209.10100","title":"Flashlight: Scalable Link Prediction with Effective Decoders","created":"2022-09-17","cited_by_count":7,"area":null},{"id":"2310.09516","title":"Efficient Link Prediction via GNN Layers Induced by Negative Sampling","created":"2023-10-14","cited_by_count":6,"area":null},{"id":"2210.01301","title":"GIDN: A Lightweight Graph Inception Diffusion Network for High-efficient Link Prediction","created":"2022-10-04","cited_by_count":5,"area":null},{"id":"2302.14189","title":"You Only Transfer What You Share: Intersection-Induced Graph Transfer Learning for Link Prediction","created":"2023-02-27","cited_by_count":4,"area":null},{"id":"2402.09711","title":"Node Duplication Improves Cold-start Link Prediction","created":"2024-02-15","cited_by_count":4,"area":null},{"id":"2411.03845","title":"Reconsidering the Performance of GAE in Link Prediction","created":"2024-11-06","cited_by_count":4,"area":null},{"id":"2208.05781","title":"Path-aware Siamese Graph Neural Network for Link Prediction","created":"2022-08-10","cited_by_count":3,"area":null},{"id":"2310.11060","title":"Privacy-Preserving Graph Embedding based on Local Differential Privacy","created":"2023-10-17","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":"2310.14166","title":"Ensemble Learning for Graph Neural Networks","created":"2023-10-22","cited_by_count":2,"area":null},{"id":"2302.02101","title":"GRANDE: a neural model over directed multigraphs with application to anti-money laundering","created":"2023-02-04","cited_by_count":1,"area":null},{"id":"2505.19719","title":"OCN: Effectively Utilizing Higher-Order Common Neighbors for Better Link Prediction","created":"2025-05-26","cited_by_count":1,"area":null},{"id":"2205.14403","title":"Rethinking the Setting of Semi-supervised Learning on Graphs","created":"2022-05-28","cited_by_count":0,"area":null},{"id":"2307.08877","title":"Disentangling Node Attributes from Graph Topology for Improved Generalizability in Link Prediction","created":"2023-07-17","cited_by_count":0,"area":null},{"id":"2309.06574","title":"Circle Feature Graphormer: Can Circle Features Stimulate Graph Transformer?","created":"2023-09-11","cited_by_count":0,"area":null},{"id":"2506.19883","title":"STIMULUS: Achieving Fast Convergence and Low Sample Complexity in Stochastic Multi-Objective Learning","created":"2025-06-24","cited_by_count":0,"area":null},{"id":"2606.16979","title":"Scalable Pairwise Kernel Learning with Stochastic Vec Trick","created":"2026-06-15","cited_by_count":0,"area":null}],"next_cursor":null}