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Papers
T-Retriever: Tree-based Hierarchical Retrieval Augmented Generation for Textual Graphs
AAAI 2026
TGLsta: Low-resource Textual Graph Learning with Semantic and Topological Awareness via LLMs
AAAI 2025
To Answer or Not to Answer (TAONA): A Robust Textual Graph Understanding and Question Answering Approach
EMNLP 2025
Efficient Tuning and Inference for Large Language Models on Textual Graphs
IJCAI 2024
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering
NeurIPS 2024
GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph
NeurIPS 2021