{"total":25,"rows":[{"id":"2312.02783","title":"Large Language Models on Graphs: A Comprehensive Survey","created":"2023-12-05","cited_by_count":192,"area":null},{"id":"2404.18211","title":"A survey of dynamic graph neural networks","created":"2024-04-28","cited_by_count":24,"area":null},{"id":"2503.13502","title":"Foundation Models for Spatio-Temporal Data Science: A Tutorial and Survey","created":"2025-03-12","cited_by_count":24,"area":null},{"id":"2502.00829","title":"When Do LLMs Help With Node Classification? A Comprehensive Analysis","created":"2025-02-02","cited_by_count":21,"area":null},{"id":"2404.14809","title":"A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications","created":"2024-04-23","cited_by_count":17,"area":null},{"id":"2501.01124","title":"Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning","created":"2025-01-02","cited_by_count":12,"area":null},{"id":"2502.18771","title":"Exploring Graph Learning Tasks with Pure LLMs: A Comprehensive Benchmark and Investigation","created":"2025-02-26","cited_by_count":12,"area":null},{"id":"2403.16137","title":"A Survey on Self-Supervised Graph Foundation Models: Knowledge-Based Perspective","created":"2024-03-24","cited_by_count":9,"area":null},{"id":"2410.01985","title":"Lost-in-Distance: Impact of Contextual Proximity on LLM Performance in Graph Tasks","created":"2024-10-02","cited_by_count":8,"area":null},{"id":"2505.13484","title":"Evaluating Large Language Models for Real-World Engineering Tasks","created":"2025-05-12","cited_by_count":7,"area":null},{"id":"2503.14411","title":"Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models","created":"2025-03-18","cited_by_count":6,"area":null},{"id":"2410.02296","title":"How to Make LMs Strong Node Classifiers?","created":"2024-10-03","cited_by_count":4,"area":null},{"id":"2505.04461","title":"A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities","created":"2025-05-07","cited_by_count":4,"area":null},{"id":"2512.22266","title":"LLMTM: Benchmarking and Optimizing LLMs for Temporal Motif Analysis in Dynamic Graphs","created":"2025-12-24","cited_by_count":4,"area":null},{"id":"2501.18158","title":"Large Language Models for Cryptocurrency Transaction Analysis: A Bitcoin Case Study","created":"2025-01-30","cited_by_count":3,"area":null},{"id":"2506.05393","title":"Are Large Language Models Good Temporal Graph Learners?","created":"2025-06-03","cited_by_count":3,"area":null},{"id":"2411.02041","title":"Enhancing ID-based Recommendation with Large Language Models","created":"2024-11-04","cited_by_count":2,"area":null},{"id":"2504.07557","title":"Using LLMs for Analyzing AIS Data","created":"2025-04-10","cited_by_count":1,"area":null},{"id":"2509.00975","title":"Self-Exploring Language Models for Explainable Link Forecasting on Temporal Graphs via Reinforcement Learning","created":"2025-08-31","cited_by_count":1,"area":null},{"id":"2602.10386","title":"Colorful Talks with Graphs: Human-Interpretable Graph Encodings for Large Language Models","created":"2026-02-11","cited_by_count":1,"area":null},{"id":"2603.03963","title":"TFWaveFormer: Temporal-Frequency Collaborative Multi-level Wavelet Transformer for Dynamic Link Prediction","created":"2026-03-04","cited_by_count":0,"area":null},{"id":"2605.12197","title":"A Unified Graph Language Model for Multi-Domain Multi-Task Graph Alignment Instruction Tuning","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2605.12814","title":"Linking Scalar-Intensity Language to Structural Polarization with Validated Signed-Network Measures","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2606.06865","title":"Are Large Language Models Suitable for Graph Computation? Progress and Prospects","created":"2026-06-05","cited_by_count":0,"area":null},{"id":"2609.33521","title":"LLM4Trust: Exploring the Capabilities of Large Language Models for Trust Evaluation","created":"2026-09-27","cited_by_count":0,"area":null}],"next_cursor":null}