{"total":27,"rows":[{"id":"2204.07697","title":"Theory of Graph Neural Networks: Representation and Learning","created":"2022-04-16","cited_by_count":61,"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":"2202.13538","title":"Algorithm and System Co-design for Efficient Subgraph-based Graph Representation Learning","created":"2022-02-28","cited_by_count":28,"area":null},{"id":"2305.19068","title":"Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints","created":"2023-05-30","cited_by_count":21,"area":null},{"id":"2305.13987","title":"On Structural Expressive Power of Graph Transformers","created":"2023-05-23","cited_by_count":19,"area":null},{"id":"2208.09905","title":"MentorGNN: Deriving Curriculum for Pre-Training GNNs","created":"2022-08-21","cited_by_count":18,"area":null},{"id":"2206.08561","title":"Boosting Graph Structure Learning with Dummy Nodes","created":"2022-06-17","cited_by_count":13,"area":null},{"id":"2302.03266","title":"Learning to Count Isomorphisms with Graph Neural Networks","created":"2023-02-07","cited_by_count":13,"area":null},{"id":"2303.10576","title":"An Efficient Subgraph GNN with Provable Substructure Counting Power","created":"2023-03-19","cited_by_count":13,"area":null},{"id":"2112.08764","title":"Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching","created":"2021-12-16","cited_by_count":11,"area":null},{"id":"2312.16199","title":"Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns","created":"2023-12-23","cited_by_count":11,"area":null},{"id":"2303.03379","title":"SUREL+: Moving from Walks to Sets for Scalable Subgraph-based Graph Representation Learning","created":"2023-03-06","cited_by_count":8,"area":null},{"id":"2201.11251","title":"Reinforcement Learning Based Query Vertex Ordering Model for Subgraph Matching","created":"2022-01-25","cited_by_count":6,"area":null},{"id":"2502.12908","title":"Graph Neural Networks for Databases: A Survey","created":"2025-02-18","cited_by_count":6,"area":null},{"id":"2104.00186","title":"Sub-GMN: The Neural Subgraph Matching Network Model","created":"2021-04-01","cited_by_count":5,"area":null},{"id":"2402.14367","title":"Representation Learning for Frequent Subgraph Mining","created":"2024-02-22","cited_by_count":5,"area":null},{"id":"2308.08198","title":"DeSCo: Towards Generalizable and Scalable Deep Subgraph Counting","created":"2023-08-16","cited_by_count":4,"area":null},{"id":"2210.10643","title":"Towards Accurate Subgraph Similarity Computation via Neural Graph Pruning","created":"2022-10-19","cited_by_count":3,"area":null},{"id":"2211.06793","title":"Reinforcement Learning Enhanced Weighted Sampling for Accurate Subgraph Counting on Fully Dynamic Graph Streams","created":"2022-11-13","cited_by_count":3,"area":null},{"id":"2202.09459","title":"Interactive Visual Pattern Search on Graph Data via Graph Representation Learning","created":"2022-02-18","cited_by_count":1,"area":null},{"id":"2207.10305","title":"Detecting Small Query Graphs in A Large Graph via Neural Subgraph Search","created":"2022-07-21","cited_by_count":1,"area":null},{"id":"2502.16233","title":"Graph Self-Supervised Learning with Learnable Structural and Positional Encodings","created":"2025-02-22","cited_by_count":1,"area":null},{"id":"2204.01057","title":"A Survey on Machine Learning Solutions for Graph Pattern Extraction","created":"2022-04-03","cited_by_count":0,"area":null},{"id":"2209.09090","title":"Uncertainty-aware Efficient Subgraph Isomorphism using Graph Topology","created":"2022-09-15","cited_by_count":0,"area":null},{"id":"2405.07497","title":"Towards Subgraph Isomorphism Counting with Graph Kernels","created":"2024-05-13","cited_by_count":0,"area":null},{"id":"2504.10948","title":"BEACON: A Benchmark for Efficient and Accurate Counting of Subgraphs","created":"2025-04-15","cited_by_count":0,"area":null},{"id":"2507.19518","title":"Target Circuit Matching in Large-Scale Netlists using GNN-Based Region Prediction","created":"2025-07-18","cited_by_count":0,"area":null}],"next_cursor":null}