Graph-R1: Unleashing LLM Reasoning with NP-Hard Graph Problems

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1Improving LLMs' Generalized Reasoning Abilities by Graph Problems2025
2. 2Rethinking and Benchmarking Large Language Models for Graph Reasoning2025
3. 3Graph-R1: Incentivizing the Zero-Shot Graph Learning Capability in LLMs via Explicit Reasoning2025
4. 4Rewarding Graph Reasoning Process makes LLMs more Generalized Reasoners2025
5. 5Learn to Think: Bootstrapping LLM Logic Through Graph Representation Learning2025