Search Results for author: Jianhao Guo

Found 2 papers, 1 papers with code

SGL-PT: A Strong Graph Learner with Graph Prompt Tuning

no code implementations24 Feb 2023 Yun Zhu, Jianhao Guo, Siliang Tang

And aiming for graph classification task, we unify pre-training and fine-tuning by designing a novel verbalizer-free prompting function, which reformulates the downstream task in a similar format as pretext task.

Graph Classification Graph Learning

RoSA: A Robust Self-Aligned Framework for Node-Node Graph Contrastive Learning

1 code implementation29 Apr 2022 Yun Zhu, Jianhao Guo, Fei Wu, Siliang Tang

To the best of our awareness, RoSA is the first work focuses on the non-aligned node-node graph contrastive learning problem.

Contrastive Learning Node Classification +1

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