Search Results for author: Zhongjian Zhang

Found 3 papers, 1 papers with code

yiriyou@SMM4H’22: Stance and Premise Classification in Domain Specific Tweets with Dual-View Attention Neural Networks

no code implementations • SMM4H (COLING) 2022 • Huabin Yang, Zhongjian Zhang, Yanru Zhang

The paper introduces the methodology proposed for the shared Task 2 of the Social Media Mining for Health Application (SMM4H) in 2022.

Pseudo Label Stance Detection +1

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Endowing Pre-trained Graph Models with Provable Fairness

1 code implementation • 19 Feb 2024 • Zhongjian Zhang, Mengmei Zhang, Yue Yu, Cheng Yang, Jiawei Liu, Chuan Shi

Furthermore, with GraphPAR, we quantify whether the fairness of each node is provable, i. e., predictions are always fair within a certain range of sensitive attribute semantics.

Attribute Fairness +1

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Data-centric Graph Learning: A Survey

no code implementations • 8 Oct 2023 • Yuxin Guo, Deyu Bo, Cheng Yang, Zhiyuan Lu, Zhongjian Zhang, Jixi Liu, Yufei Peng, Chuan Shi

Recently, instead of designing more complex neural architectures as model-centric approaches, the attention of AI community has shifted to data-centric ones, which focuses on better processing data to strengthen the ability of neural models.

Graph Learning

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