2 papers
cs.GR2025
G2rammar: Bilingual Grammar Modeling for Enhanced Text-attributed Graph Learning
Heng Zheng, Haochen You, Zijun Liu +5
Text-attributed graphs require models to effectively integrate both structural topology and semantic content. Recent approaches apply large language models to graphs by linearizing…
cs.CV2025
Formalizing Heterogeneous Interaction Modeling for Multi-Agent Debate in Visual Geo-Localization
Heng Zheng, Zijie Zhou, Yuling Shi +12
Visual geo-localization requires complex reasoning to infer image locations without GPS metadata. Traditional retrieval methods are limited by database quality while Large Vision L…