Search Results for author: Dongzhe Fan

Found 2 papers, 2 papers with code

UniGLM: Training One Unified Language Model for Text-Attributed Graphs

1 code implementation17 Jun 2024 Yi Fang, Dongzhe Fan, Sirui Ding, Ninghao Liu, Qiaoyu Tan

Representation learning on text-attributed graphs (TAGs), where nodes are represented by textual descriptions, is crucial for textual and relational knowledge systems and recommendation systems.

Contrastive Learning Graph Embedding +5

GAugLLM: Improving Graph Contrastive Learning for Text-Attributed Graphs with Large Language Models

1 code implementation17 Jun 2024 Yi Fang, Dongzhe Fan, Daochen Zha, Qiaoyu Tan

This work studies self-supervised graph learning for text-attributed graphs (TAGs) where nodes are represented by textual attributes.

Contrastive Learning Graph Learning +1

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