Select2Reason: Efficient Instruction-Tuning Data Selection for Long-CoT Reasoning Paper โข 2505.17266 โข Published May 22 โข 1
Think-on-Graph 3.0: Efficient and Adaptive LLM Reasoning on Heterogeneous Graphs via Multi-Agent Dual-Evolving Context Retrieval Paper โข 2509.21710 โข Published Sep 26 โข 18
GraphSearch: An Agentic Deep Searching Workflow for Graph Retrieval-Augmented Generation Paper โข 2509.22009 โข Published Sep 26
Memory as Action: Autonomous Context Curation for Long-Horizon Agentic Tasks Paper โข 2510.12635 โข Published Oct 14 โข 16
RETuning: Upgrading Inference-Time Scaling for Stock Movement Prediction with Large Language Models Paper โข 2510.21604 โข Published Oct 24
TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph Paper โข 2205.14307 โข Published May 28, 2022