{"total":15,"rows":[{"id":"2110.13197","title":"Nested Graph Neural Networks","created":"2021-10-25","cited_by_count":137,"area":null},{"id":"2202.08455","title":"Transformer for Graphs: An Overview from Architecture Perspective","created":"2022-02-17","cited_by_count":107,"area":null},{"id":"2106.05609","title":"GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings","created":"2021-06-10","cited_by_count":90,"area":null},{"id":"2108.10521","title":"Bag of Tricks for Training Deeper Graph Neural Networks: A Comprehensive Benchmark Study","created":"2021-08-24","cited_by_count":36,"area":null},{"id":"2108.11022","title":"Tree Decomposed Graph Neural Network","created":"2021-08-25","cited_by_count":35,"area":null},{"id":"2112.13143","title":"GREED: A Neural Framework for Learning Graph Distance Functions","created":"2021-12-24","cited_by_count":32,"area":null},{"id":"2206.09144","title":"Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs","created":"2022-06-18","cited_by_count":23,"area":null},{"id":"2108.00955","title":"Evaluating Deep Graph Neural Networks","created":"2021-08-02","cited_by_count":19,"area":null},{"id":"2103.03113","title":"Towards Deepening Graph Neural Networks: A GNTK-based Optimization Perspective","created":"2021-03-03","cited_by_count":14,"area":null},{"id":"2202.06129","title":"RETE: Retrieval-Enhanced Temporal Event Forecasting on Unified Query Product Evolutionary Graph","created":"2022-02-12","cited_by_count":11,"area":null},{"id":"2209.12054","title":"From Local to Global: Spectral-Inspired Graph Neural Networks","created":"2022-09-24","cited_by_count":11,"area":null},{"id":"2203.09020","title":"Graph Augmentation Learning","created":"2022-03-17","cited_by_count":9,"area":null},{"id":"2111.11638","title":"Network In Graph Neural Network","created":"2021-11-23","cited_by_count":8,"area":null},{"id":"2207.12000","title":"GNN Transformation Framework for Improving Efficiency and Scalability","created":"2022-07-25","cited_by_count":2,"area":null},{"id":"2306.08274","title":"A Simple and Scalable Graph Neural Network for Large Directed Graphs","created":"2023-06-14","cited_by_count":2,"area":null}],"next_cursor":null}