Scholar
Yuchang Zhu
Google Scholar ID: 4ZUSDRoAAAAJ
Sun Yat-sen University
Fairness
Trustworthy AI
Data-Centric AI
Large Language Models
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Citations & Impact
All-time
Citations
236
H-index
8
i10-index
7
Publications
19
Co-authors
6
list available
Contact
Email
zhuych27@mail2.sysu.edu.cn
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Publications
6 items
SaGIF: Improving Individual Fairness in Graph Neural Networks via Similarity Encoding
2025
Cited
0
What Matters in LLM-generated Data: Diversity and Its Effect on Model Fine-Tuning
2025
Cited
0
GT-SVQ: A Linear-Time Graph Transformer for Node Classification Using Spiking Vector Quantization
2025
Cited
0
Are Large Language Models In-Context Graph Learners?
2025
Cited
0
Measuring Diversity in Synthetic Datasets
2025
Cited
0
One Fits All: Learning Fair Graph Neural Networks for Various Sensitive Attributes
Knowledge Discovery and Data Mining · 2024
Cited
2
Resume (English only)
Academic Achievements
Paper 'Measuring Diversity in Synthetic Datasets' accepted by ICML 2025.
Published 'One Fits All: Learning Fair Graph Neural Networks for Various Sensitive Attributes' at KDD 2024.
Published 'Fair Graph Representation Learning via Sensitive Attribute Disentanglement' at WWW 2024.
Published 'The devil is in the data: Learning fair graph neural networks via partial knowledge distillation' at WSDM 2024.
Published 'Fairagg: Toward fair graph neural networks via fair aggregation' in TCSS 2024.
Published 'A smartphone-based six-dof measurement method with marker detector' in IEEE TIM, 2022.
Preprint 'SaGIF: Improving Individual Fairness in Graph Neural Networks via Similarity Encoding' (arXiv 2025).
Preprint 'What Matters in LLM-generated Data: Diversity and Its Effect on Model Fine-Tuning' (arXiv 2025).
National Scholarship (Top 0.4% nationwide), Nov 2024.
Excellent Master’s Thesis Award, SCAU, Jun 2021.
Excellent Bachelor’s Thesis Award and Outstanding Graduate (10/550), SCAU, Jun 2019.
National Endeavor Scholarship, Sep 2016.
Co-authors
6 total
Zibin Zheng
IEEE Fellow, Highly Cited Researcher, Sun Yat-sen University, China
Jintang Li
Sun Yat-sen University
Liang Chen
Associate Professor, Sun Yat-Sen University
Yatao Bian
ETH
Huizhe Zhang
Unknown affiliation
Peilin Zhao (赵沛霖)
Tencent
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