Search Results for author: Xiaowei Qian

Found 2 papers, 2 papers with code

Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New Benchmark

1 code implementation9 Mar 2024 Xiaowei Qian, Zhimeng Guo, Jialiang Li, Haitao Mao, Bingheng Li, Suhang Wang, Yao Ma

These datasets are thoughtfully designed to include relevant graph structures and bias information crucial for the fair evaluation of models.

Benchmarking Fairness +1

Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering

1 code implementation21 Dec 2023 Xiaowei Qian, Bingheng Li, Zhao Kang

To overcome this drawback, we propose to learn a graph filter motivated by the theoretical analysis of Barlow Twins.

Attribute Clustering

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