{"total":45,"rows":[{"id":"2310.01089","title":"GraphText: Graph Reasoning in Text Space","created":"2023-10-02","cited_by_count":111,"area":"lr"},{"id":"2410.20724","title":"Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation","created":"2024-10-28","cited_by_count":80,"area":"lr"},{"id":"2506.18959","title":"From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents","created":"2025-06-23","cited_by_count":51,"area":"lr"},{"id":"2502.03671","title":"Advancing Reasoning in Large Language Models: Promising Methods and Approaches","created":"2025-02-05","cited_by_count":43,"area":"lr"},{"id":"2310.03965","title":"Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language Models","created":"2023-10-06","cited_by_count":37,"area":"lr"},{"id":"2402.02130","title":"GITA: Graph to Visual and Textual Integration for Vision-Language Graph Reasoning","created":"2024-02-03","cited_by_count":33,"area":"lr"},{"id":"2211.17113","title":"Weisfeiler and Leman Go Relational","created":"2022-11-30","cited_by_count":28,"area":"lr"},{"id":"2210.10105","title":"ELASTIC: Numerical Reasoning with Adaptive Symbolic Compiler","created":"2022-10-18","cited_by_count":14,"area":"lr"},{"id":"2407.02936","title":"GraCoRe: Benchmarking Graph Comprehension and Complex Reasoning in Large Language Models","created":"2024-07-03","cited_by_count":13,"area":"lr"},{"id":"2307.00928","title":"Learning Differentiable Logic Programs for Abstract Visual Reasoning","created":"2023-07-03","cited_by_count":12,"area":"lr"},{"id":"2402.03720","title":"Similarity-based Neighbor Selection for Graph LLMs","created":"2024-02-06","cited_by_count":10,"area":"lr"},{"id":"2502.08092","title":"GCoT: Chain-of-Thought Prompt Learning for Graphs","created":"2025-02-12","cited_by_count":9,"area":"lr"},{"id":"2312.07122","title":"Neural Reasoning About Agents' Goals, Preferences, and Actions","created":"2023-12-12","cited_by_count":8,"area":"lr"},{"id":"2506.01784","title":"iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering","created":"2025-06-02","cited_by_count":8,"area":"lr"},{"id":"2205.15678","title":"Automatic Relation-aware Graph Network Proliferation","created":"2022-05-31","cited_by_count":6,"area":"lr"},{"id":"2406.01140","title":"Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion","created":"2024-06-03","cited_by_count":6,"area":"lr"},{"id":"2307.00335","title":"Single Sequence Prediction over Reasoning Graphs for Multi-hop QA","created":"2023-07-01","cited_by_count":5,"area":"lr"},{"id":"2409.12865","title":"KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning","created":"2024-09-19","cited_by_count":5,"area":"lr"},{"id":"2506.09645","title":"Learning Efficient and Generalizable Graph Retriever for Knowledge-Graph Question Answering","created":"2025-06-11","cited_by_count":5,"area":"lr"},{"id":"2605.09907","title":"RADAR: Redundancy-Aware Diffusion for Multi-Agent Communication Structure Generation","created":"2026-05-11","cited_by_count":5,"area":"lr"},{"id":"2410.08390","title":"KnowGraph: Knowledge-Enabled Anomaly Detection via Logical Reasoning on Graph Data","created":"2024-10-10","cited_by_count":4,"area":"lr"},{"id":"2506.05766","title":"BioMol-MQA: A Multi-Modal Question Answering Dataset For LLM Reasoning Over Bio-Molecular Interactions","created":"2025-06-06","cited_by_count":4,"area":"lr"},{"id":"2601.08134","title":"How Reliable are Confidence Estimators for Large Reasoning Models? A Systematic Benchmark on High-Stakes Domains","created":"2026-01-13","cited_by_count":4,"area":"lr"},{"id":"2310.12557","title":"DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text","created":"2023-10-19","cited_by_count":3,"area":"lr"},{"id":"2312.10372","title":"When Graph Data Meets Multimodal: A New Paradigm for Graph Understanding and Reasoning","created":"2023-12-16","cited_by_count":2,"area":"lr"},{"id":"2501.01246","title":"Large Language Model-Enhanced Symbolic Reasoning for Knowledge Base Completion","created":"2025-01-02","cited_by_count":2,"area":"lr"},{"id":"2508.18736","title":"Rethinking Caching for LLM Serving Systems: Beyond Traditional Heuristics","created":"2025-08-26","cited_by_count":2,"area":"lr"},{"id":"2508.20583","title":"A Graph Talks, But Who's Listening? Rethinking Evaluations for Graph-Language Models","created":"2025-08-28","cited_by_count":2,"area":"lr"},{"id":"2601.21369","title":"Rethinking Federated Graph Foundation Models: A Graph-Language Alignment-based Approach","created":"2026-01-29","cited_by_count":2,"area":"lr"},{"id":"2602.21219","title":"Reasoning-Based Personalized Generation for Users with Sparse Data","created":"2026-01-31","cited_by_count":1,"area":"lr"},{"id":"2603.02025","title":"Revealing Combinatorial Reasoning of GNNs via Graph Concept Bottleneck Layer","created":"2026-03-02","cited_by_count":1,"area":"lr"},{"id":"2604.15951","title":"Integrating Graphs, Large Language Models, and Agents: Reasoning and Retrieval","created":"2026-04-17","cited_by_count":1,"area":"lr"},{"id":"2605.25188","title":"DarkForest: Less Talk, Higher Accuracy for Multi-Agent LLMs","created":"2026-05-24","cited_by_count":1,"area":"lr"},{"id":"2405.19164","title":"Learning from Litigation: Graphs and LLMs for Retrieval and Reasoning in eDiscovery","created":"2024-05-29","cited_by_count":0,"area":"lr"},{"id":"2508.03251","title":"Full-History Graphs with Edge-Type Decoupled Networks for Temporal Reasoning","created":"2025-08-05","cited_by_count":0,"area":"lr"},{"id":"2511.17728","title":"Ternary Gamma Semirings as a Novel Algebraic Framework for Learnable Symbolic Reasoning","created":"2025-11-21","cited_by_count":0,"area":"lr"},{"id":"2601.08187","title":"Improving LLM Reasoning with Homophily-aware Structural and Semantic Text-Attributed Graph Compression","created":"2026-01-13","cited_by_count":0,"area":"lr"},{"id":"2602.19569","title":"Temporal-Aware Heterogeneous Graph Reasoning with Multi-View Fusion for Temporal Question Answering","created":"2026-02-23","cited_by_count":0,"area":"lr"},{"id":"2602.23577","title":"Multi-Agent Causal Reasoning for Suicide Ideation Detection Through Online Conversations","created":"2026-02-27","cited_by_count":0,"area":"lr"},{"id":"2604.20082","title":"Concept Graph Convolutions: Message Passing in the Concept Space","created":"2026-04-22","cited_by_count":0,"area":"lr"},{"id":"2604.24996","title":"Sparse Personalized Text Generation with Multi-Trajectory Reasoning","created":"2026-04-27","cited_by_count":0,"area":"lr"},{"id":"2605.24399","title":"ConceptM$^3$oE: Concept-Guided Multimodal Mixture of Experts for Interpretable Computational Pathology","created":"2026-05-23","cited_by_count":0,"area":"lr"},{"id":"2606.16328","title":"AdaSTORM: Scaling LLM Reasoning on Dynamic Graphs via Adaptive Spatio-Temporal Multi-Agent Collaboration","created":"2026-06-15","cited_by_count":0,"area":"lr"},{"id":"2608.26732","title":"Rethinking Message Passing as Retrieval for Text-Attributed Graph Learning","created":"2026-08-27","cited_by_count":0,"area":"lr"},{"id":"2609.34211","title":"Behavior-Grounded Semantic Enrichment for Financial Fraud Modeling and Reasoning","created":"2026-09-28","cited_by_count":0,"area":"lr"}],"next_cursor":null}