{"total":23,"rows":[{"id":"2112.15089","title":"Causal Attention for Interpretable and Generalizable Graph Classification","created":"2021-12-30","cited_by_count":108,"area":null},{"id":"2106.01534","title":"Deconfounded Video Moment Retrieval with Causal Intervention","created":"2021-06-03","cited_by_count":84,"area":null},{"id":"2106.02172","title":"Learning from Counterfactual Links for Link Prediction","created":"2021-06-03","cited_by_count":69,"area":null},{"id":"2109.05213","title":"Uncovering Main Causalities for Long-tailed Information Extraction","created":"2021-09-11","cited_by_count":21,"area":null},{"id":"2106.03046","title":"Empowering Language Understanding with Counterfactual Reasoning","created":"2021-06-06","cited_by_count":13,"area":null},{"id":"2403.11960","title":"Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation","created":"2024-03-18","cited_by_count":11,"area":null},{"id":"2402.11523","title":"Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering","created":"2024-02-18","cited_by_count":10,"area":null},{"id":"2311.14994","title":"Exploring Causal Learning through Graph Neural Networks: An In-depth Review","created":"2023-11-25","cited_by_count":8,"area":null},{"id":"2405.13902","title":"LOGIN: A Large Language Model Consulted Graph Neural Network Training Framework","created":"2024-05-22","cited_by_count":8,"area":null},{"id":"2402.14708","title":"CaT-GNN: Enhancing Credit Card Fraud Detection via Causal Temporal Graph Neural Networks","created":"2024-02-22","cited_by_count":7,"area":null},{"id":"2203.02656","title":"Deep Partial Multiplex Network Embedding","created":"2022-03-05","cited_by_count":5,"area":null},{"id":"2305.13115","title":"Causal-Based Supervision of Attention in Graph Neural Network: A Better and Simpler Choice towards Powerful Attention","created":"2023-05-22","cited_by_count":5,"area":null},{"id":"2409.05405","title":"A Survey of Multimodal Composite Editing and Retrieval","created":"2024-09-09","cited_by_count":5,"area":null},{"id":"2312.12477","title":"When Graph Neural Network Meets Causality: Opportunities, Methodologies and An Outlook","created":"2023-12-19","cited_by_count":4,"area":null},{"id":"2404.03139","title":"Theoretical and Empirical Insights into the Origins of Degree Bias in Graph Neural Networks","created":"2024-04-04","cited_by_count":4,"area":null},{"id":"2105.06083","title":"Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network","created":"2021-05-13","cited_by_count":3,"area":null},{"id":"2210.10946","title":"Causally-guided Regularization of Graph Attention Improves Generalizability","created":"2022-10-20","cited_by_count":3,"area":null},{"id":"2403.06489","title":"Graph Neural Network with Two Uplift Estimators for Label-Scarcity Individual Uplift Modeling","created":"2024-03-11","cited_by_count":2,"area":null},{"id":"2112.01160","title":"Learning Robust Recommender from Noisy Implicit Feedback","created":"2021-12-02","cited_by_count":1,"area":null},{"id":"2307.11610","title":"CausE: Towards Causal Knowledge Graph Embedding","created":"2023-07-21","cited_by_count":1,"area":null},{"id":"2308.00391","title":"Counterfactual Graph Transformer for Traffic Flow Prediction","created":"2023-08-01","cited_by_count":1,"area":null},{"id":"2211.05184","title":"Are All Edges Necessary? A Unified Framework for Graph Purification","created":"2022-11-09","cited_by_count":0,"area":null},{"id":"2303.02405","title":"Decision Support System for Chronic Diseases Based on Drug-Drug Interactions","created":"2023-03-04","cited_by_count":0,"area":null}],"next_cursor":null}