{"total":28,"rows":[{"id":"2101.11174","title":"Graph Neural Network for Traffic Forecasting: A Survey","created":"2021-01-27","cited_by_count":261,"area":null},{"id":"2307.03759","title":"A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection","created":"2023-07-07","cited_by_count":145,"area":null},{"id":"2303.14483","title":"Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey","created":"2023-03-25","cited_by_count":140,"area":null},{"id":"2108.11873","title":"When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting?","created":"2021-08-26","cited_by_count":36,"area":null},{"id":"2108.12238","title":"Group-Aware Graph Neural Network for Nationwide City Air Quality Forecasting","created":"2021-08-27","cited_by_count":32,"area":null},{"id":"2211.00216","title":"Distributed Graph Neural Network Training: A Survey","created":"2022-11-01","cited_by_count":32,"area":null},{"id":"2203.15935","title":"Graph Neural Networks in IoT: A Survey","created":"2022-03-29","cited_by_count":28,"area":null},{"id":"2201.12433","title":"FedGCN: Convergence-Communication Tradeoffs in Federated Training of Graph Convolutional Networks","created":"2022-01-28","cited_by_count":24,"area":null},{"id":"2402.01749","title":"Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models","created":"2024-01-30","cited_by_count":23,"area":null},{"id":"2405.15429","title":"E(n) Equivariant Topological Neural Networks","created":"2024-05-24","cited_by_count":22,"area":null},{"id":"2102.07359","title":"Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning","created":"2021-02-15","cited_by_count":20,"area":null},{"id":"2308.16818","title":"Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Network","created":"2023-08-31","cited_by_count":20,"area":null},{"id":"2204.11008","title":"Long-term Spatio-temporal Forecasting via Dynamic Multiple-Graph Attention","created":"2022-04-23","cited_by_count":15,"area":null},{"id":"2101.02969","title":"Spatial Object Recommendation with Hints: When Spatial Granularity Matters","created":"2021-01-08","cited_by_count":11,"area":null},{"id":"2409.16586","title":"AutoSTF: Decoupled Neural Architecture Search for Cost-Effective Automated Spatio-Temporal Forecasting","created":"2024-09-25","cited_by_count":10,"area":null},{"id":"2306.14126","title":"Robust Spatiotemporal Traffic Forecasting with Reinforced Dynamic Adversarial Training","created":"2023-06-25","cited_by_count":9,"area":null},{"id":"2310.09620","title":"Machine Learning for Urban Air Quality Analytics: A Survey","created":"2023-10-14","cited_by_count":8,"area":null},{"id":"2101.12555","title":"Out-of-Town Recommendation with Travel Intention Modeling","created":"2021-01-29","cited_by_count":6,"area":null},{"id":"2410.06340","title":"FedGraph: A Research Library and Benchmark for Federated Graph Learning","created":"2024-10-08","cited_by_count":3,"area":null},{"id":"2108.08170","title":"DeepExpress: Heterogeneous and Coupled Sequence Modeling for Express Delivery Prediction","created":"2021-08-18","cited_by_count":2,"area":null},{"id":"2210.07765","title":"Activity-aware Human Mobility Prediction with Hierarchical Graph Attention Recurrent Network","created":"2022-10-14","cited_by_count":2,"area":null},{"id":"2208.14231","title":"Prediction-based One-shot Dynamic Parking Pricing","created":"2022-08-30","cited_by_count":1,"area":null},{"id":"2305.00162","title":"Beyond Prediction: On-street Parking Recommendation using Heterogeneous Graph-based List-wise Ranking","created":"2023-04-29","cited_by_count":1,"area":null},{"id":"2401.00713","title":"Graph Neural Networks in Intelligent Transportation Systems: Advances, Applications and Trends","created":"2024-01-01","cited_by_count":1,"area":null},{"id":"2405.18910","title":"Predicting Parking Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach","created":"2024-05-29","cited_by_count":1,"area":null},{"id":"2401.12920","title":"Truck Parking Usage Prediction with Decomposed Graph Neural Networks","created":"2024-01-23","cited_by_count":0,"area":null},{"id":"2508.14782","title":"TransLLM: A Unified Multi-Task Foundation Framework for Urban Transportation via Learnable Prompting","created":"2025-08-20","cited_by_count":0,"area":null},{"id":"2511.17664","title":"CubeletWorld: A New Abstraction for Scalable 3D Modeling","created":"2025-11-21","cited_by_count":0,"area":null}],"next_cursor":null}