{"total":26,"rows":[{"id":"2310.13023","title":"GraphGPT: Graph Instruction Tuning for Large Language Models","created":"2023-10-19","cited_by_count":226,"area":null},{"id":"2404.00225","title":"Heterogeneous Contrastive Learning for Foundation Models and Beyond","created":"2024-03-30","cited_by_count":27,"area":null},{"id":"2308.05697","title":"SSLRec: A Self-Supervised Learning Framework for Recommendation","created":"2023-08-10","cited_by_count":17,"area":null},{"id":"2409.02580","title":"AlignGroup: Learning and Aligning Group Consensus with Member Preferences for Group Recommendation","created":"2024-09-04","cited_by_count":13,"area":null},{"id":"2405.07580","title":"DynLLM: When Large Language Models Meet Dynamic Graph Recommendation","created":"2024-05-13","cited_by_count":12,"area":null},{"id":"2405.20878","title":"SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation","created":"2024-05-31","cited_by_count":12,"area":null},{"id":"2408.00490","title":"Graph Representation Learning via Causal Diffusion for Out-of-Distribution Recommendation","created":"2024-08-01","cited_by_count":11,"area":null},{"id":"2412.18241","title":"An Automatic Graph Construction Framework based on Large Language Models for Recommendation","created":"2024-12-24","cited_by_count":9,"area":null},{"id":"2410.17555","title":"FairDgcl: Fairness-aware Recommendation with Dynamic Graph Contrastive Learning","created":"2024-10-23","cited_by_count":8,"area":null},{"id":"2408.02691","title":"Symmetric Graph Contrastive Learning against Noisy Views for Recommendation","created":"2024-08-03","cited_by_count":7,"area":null},{"id":"2505.00552","title":"Graph Spectral Filtering with Chebyshev Interpolation for Recommendation","created":"2025-05-01","cited_by_count":7,"area":null},{"id":"2404.03354","title":"A Comprehensive Survey on Self-Supervised Learning for Recommendation","created":"2024-04-04","cited_by_count":6,"area":null},{"id":"2405.01350","title":"Community-Invariant Graph Contrastive Learning","created":"2024-05-02","cited_by_count":4,"area":null},{"id":"2501.03228","title":"LightGNN: Simple Graph Neural Network for Recommendation","created":"2025-01-06","cited_by_count":4,"area":null},{"id":"2406.01066","title":"Topology-Aware Dynamic Reweighting for Distribution Shifts on Graph","created":"2024-06-03","cited_by_count":3,"area":null},{"id":"2501.02837","title":"Forward Once for All: Structural Parameterized Adaptation for Efficient Cloud-coordinated On-device Recommendation","created":"2025-01-06","cited_by_count":3,"area":null},{"id":"2412.07778","title":"MIN: Multi-channel Interaction Network for Drug-Target Interaction with Protein Distillation","created":"2024-11-23","cited_by_count":2,"area":null},{"id":"2501.06985","title":"Graph Contrastive Learning on Multi-label Classification for Recommendations","created":"2025-01-13","cited_by_count":2,"area":null},{"id":"2407.00082","title":"Adapting Job Recommendations to User Preference Drift with Behavioral-Semantic Fusion Learning","created":"2024-06-24","cited_by_count":1,"area":null},{"id":"2502.13525","title":"AS-GCL: Asymmetric Spectral Augmentation on Graph Contrastive Learning","created":"2025-02-19","cited_by_count":1,"area":null},{"id":"2409.06719","title":"Dual Adversarial Perturbators Generate rich Views for Recommendation","created":"2024-08-26","cited_by_count":0,"area":null},{"id":"2502.16239","title":"Separated Contrastive Learning for Matching in Cross-domain Recommendation with Curriculum Scheduling","created":"2025-02-22","cited_by_count":0,"area":null},{"id":"2504.09502","title":"PCM-SAR: Physics-Driven Contrastive Mutual Learning for SAR Classification","created":"2025-04-13","cited_by_count":0,"area":null},{"id":"2506.10658","title":"Contrastive Matrix Completion with Denoising and Augmented Graph Views for Robust Recommendation","created":"2025-06-12","cited_by_count":0,"area":null},{"id":"2511.12442","title":"Global-Lens Transformers: Adaptive Token Mixing for Dynamic Link Prediction","created":"2025-11-16","cited_by_count":0,"area":null},{"id":"2603.16800","title":"RaDAR: Relation-aware Diffusion-Asymmetric Graph Contrastive Learning for Recommendation","created":"2026-03-17","cited_by_count":0,"area":null}],"next_cursor":null}