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Research#Graph Reasoning🔬 ResearchAnalyzed: Jan 10, 2026 14:11

Graph-O1: Advancing Graph Reasoning with Reinforcement Learning

Published:Nov 26, 2025 21:32
1 min read
ArXiv

Analysis

This research explores a novel approach to graph reasoning, integrating Monte Carlo Tree Search with Reinforcement Learning. The paper's contribution lies in its application of these methods to text-attributed graphs, offering a potentially powerful new technique.
Reference

This article discusses a paper from ArXiv.

Research#Fake News🔬 ResearchAnalyzed: Jan 10, 2026 14:12

TAGFN: New Dataset for Fake News Detection in the LLM Era

Published:Nov 26, 2025 17:49
1 min read
ArXiv

Analysis

This paper introduces a new text-attributed graph dataset, TAGFN, specifically designed for fake news detection, recognizing the growing influence of Large Language Models (LLMs). The dataset's relevance is highlighted by its focus on challenges posed by the evolving landscape of news generation and consumption.
Reference

TAGFN is a text-attributed graph dataset for fake news detection.