Search Results - "Dong, Yushun" :: K.UTB vyhledávací portál

Fairness in Graph Mining: A Survey

by Dong, Yushun, Ma, Jing, Wang, Song, Chen, Chen, Li, Jundong
Published in IEEE transactions on knowledge and data engineering (01.10.2023)

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Contrastive Attributed Network Anomaly Detection with Data Augmentation

by Xu, Zhiming, Huang, Xiao, Zhao, Yue, Dong, Yushun, Li, Jundong
Published in Advances in Knowledge Discovery and Data Mining

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When Newer is Not Better: Does Deep Learning Really Benefit Recommendation From Implicit Feedback?

by Dong, Yushun, Li, Jundong, Schnabel, Tobias
Year of Publication 02.05.2023

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FredNormer: Frequency Domain Normalization for Non-stationary Time Series Forecasting

by Piao, Xihao, Chen, Zheng, Dong, Yushun, Matsubara, Yasuko, Sakurai, Yasushi
Year of Publication 02.10.2024

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Towards Certified Unlearning for Deep Neural Networks

by Zhang, Binchi, Dong, Yushun, Wang, Tianhao, Li, Jundong
Year of Publication 01.08.2024

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IDEA: A Flexible Framework of Certified Unlearning for Graph Neural Networks

by Dong, Yushun, Zhang, Binchi, Lei, Zhenyu, Zou, Na, Li, Jundong
Year of Publication 28.07.2024

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Rethinking Fair Graph Neural Networks from Re-balancing

by Li, Zhixun, Dong, Yushun, Liu, Qiang, Yu, Jeffrey Xu
Year of Publication 16.07.2024

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Knowledge Graph-Enhanced Large Language Models via Path Selection

by Liu, Haochen, Wang, Song, Zhu, Yaochen, Dong, Yushun, Li, Jundong
Year of Publication 19.06.2024

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ELEGANT: Certified Defense on the Fairness of Graph Neural Networks

by Dong, Yushun, Zhang, Binchi, Tong, Hanghang, Li, Jundong
Year of Publication 05.11.2023

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GiGaMAE: Generalizable Graph Masked Autoencoder via Collaborative Latent Space Reconstruction

by Shi, Yucheng, Dong, Yushun, Tan, Qiaoyu, Li, Jundong, Liu, Ninghao
Year of Publication 18.08.2023

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Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective for Molecular Property Prediction

by He, Yinhan, Zheng, Zaiyi, Soga, Patrick, Zhu, Yaozhen, Dong, yushun, Li, Jundong
Year of Publication 19.10.2024

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Few-shot Node Classification with Extremely Weak Supervision

by Wang, Song, Dong, Yushun, Ding, Kaize, Chen, Chen, Li, Jundong
Published in arXiv.org (06.01.2023)

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Interpreting Unfairness in Graph Neural Networks via Training Node Attribution

by Dong, Yushun, Wang, Song, Ma, Jing, Liu, Ninghao, Li, Jundong
Year of Publication 25.11.2022

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A Benchmark for Fairness-Aware Graph Learning

by Dong, Yushun, Wang, Song, Lei, Zhenyu, Zheng, Zaiyi, Ma, Jing, Chen, Chen, Li, Jundong
Year of Publication 16.07.2024

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CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models

by Wang, Song, Wang, Peng, Zhou, Tong, Dong, Yushun, Tan, Zhen, Li, Jundong
Year of Publication 02.07.2024

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Federated Graph Machine Learning: A Survey of Concepts, Techniques, and Applications

by Fu, Xingbo, Zhang, Binchi, Dong, Yushun, Chen, Chen, Li, Jundong
Year of Publication 24.07.2022

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On Structural Explanation of Bias in Graph Neural Networks

by Dong, Yushun, Wang, Song, Wang, Yu, Derr, Tyler, Li, Jundong
Year of Publication 24.06.2022

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FAITH: Few-Shot Graph Classification with Hierarchical Task Graphs

by Wang, Song, Dong, Yushun, Huang, Xiao, Chen, Chen, Li, Jundong
Year of Publication 05.05.2022

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Fairness in Graph Mining: A Survey

by Dong, Yushun, Ma, Jing, Wang, Song, Chen, Chen, Li, Jundong
Year of Publication 21.04.2022

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AdaGNN: Graph Neural Networks with Adaptive Frequency Response Filter

by Dong, Yushun, Ding, Kaize, Jalaian, Brian, Ji, Shuiwang, Li, Jundong
Published in arXiv.org (19.02.2022)

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