2 papers
cs.CL2025
Odin: Oriented Dual-module Integration for Text-rich Network Representation Learning
Kaifeng Hong, Yinglong Zhang, Xiaoying Hong +2
Text-attributed graphs require models to effectively combine strong textual understanding with structurally informed reasoning. Existing approaches either rely on GNNs--limited by…
cs.IR2025
Citation Structural Diversity: A Novel and Concise Metric Combining Structure and Semantics for Literature Evaluation
Mingyue Kong, Yinglong Zhang, Likun Sheng +1
As academic research becomes increasingly diverse, traditional literature evaluation methods face significant limitations,particularly in capturing the complexity of academic disse…