{"total":13,"rows":[{"id":"2202.10688","title":"Graph Lifelong Learning: A Survey","created":"2022-02-22","cited_by_count":30,"area":null},{"id":"2402.12987","title":"Towards Robust Graph Incremental Learning on Evolving Graphs","created":"2024-02-20","cited_by_count":18,"area":null},{"id":"2401.13200","title":"Topology-aware Embedding Memory for Continual Learning on Expanding Networks","created":"2024-01-24","cited_by_count":14,"area":null},{"id":"2402.13711","title":"DSLR: Diversity Enhancement and Structure Learning for Rehearsal-based Graph Continual Learning","created":"2024-02-21","cited_by_count":14,"area":null},{"id":"2401.03077","title":"A Topology-aware Graph Coarsening Framework for Continual Graph Learning","created":"2024-01-05","cited_by_count":11,"area":null},{"id":"2308.13982","title":"Universal Graph Continual Learning","created":"2023-08-27","cited_by_count":9,"area":null},{"id":"2404.00983","title":"Continual Learning for Smart City: A Survey","created":"2024-04-01","cited_by_count":9,"area":null},{"id":"2211.14568","title":"BeGin: Extensive Benchmark Scenarios and An Easy-to-use Framework for Graph Continual Learning","created":"2022-11-26","cited_by_count":8,"area":null},{"id":"2302.03534","title":"On the Limitation and Experience Replay for GNNs in Continual Learning","created":"2023-02-07","cited_by_count":7,"area":null},{"id":"2503.24259","title":"Advances in Continual Graph Learning for Anti-Money Laundering Systems: A Comprehensive Review","created":"2025-03-31","cited_by_count":1,"area":null},{"id":"2512.18295","title":"AL-GNN: Privacy-Preserving and Replay-Free Continual Graph Learning via Analytic Learning","created":"2025-12-20","cited_by_count":1,"area":null},{"id":"2202.12348","title":"Bayesian Deep Learning for Graphs","created":"2022-02-24","cited_by_count":0,"area":null},{"id":"2604.14259","title":"Continual Learning for fMRI-Based Brain Disorder Diagnosis via Functional Connectivity Matrices Generative Replay","created":"2026-04-15","cited_by_count":0,"area":null}],"next_cursor":null}