Hi! My name is Xinyue Bi (毕馨月). I am currently a Master’s student (MSc) in the Machine Learning Department at MBZUAI, working on Explainable AI and efficient learning under the supervision of Prof. Lijie Hu. My research interests include explainable AI, dataset distillation, and efficient learning. I work closely with my collaborator and friend Jiacheng Cui.
Before joining MBZUAI, I obtained my bachelor’s degree from the University of Ottawa in 2023. I am always open to academic collaboration and discussions related to my research interests.
🔥 News
- 2025.09: 🎉🎉 FADRM has been accepted to NeurIPS 2025.
- 2025.08: 🎉🎉 I joined the Machine Learning Department at MBZUAI as an MSc student.
📝 Publications
FADRM: Fast and Accurate Data Residual Matching for Dataset Distillation
Jiacheng Cui*, Xinyue Bi*, Yaxin Luo, Xiaohan Zhao, Jiacheng Liu, Zhiqiang Shen
- Dataset Distillation
- Data Residual Matching
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Preprint Hard Labels In! Rethinking the Role of Hard Labels in Mitigating Local Semantic Drift, Jiacheng Cui, Bingkui Tong, Xinyue Bi, Xiaohan Zhao, Jiacheng Liu, Zhiqiang Shen.
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Preprint Dataset Distillation via Committee Voting, Jiacheng Cui, Zhaoyi Li, Xiaochen Ma, Xinyue Bi, Yaxin Luo, Zhiqiang Shen.
🎖 Honors and Awards
- 2025–2027, MBZUAI Graduate Fellowship (Full Scholarship)
📖 Educations
- 2025.09 – 2027.06 (expected), Master of Science in Machine Learning, Mohamed bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, UAE
- 2019.09 – 2023.06, Bachelor of Science, The University of Ottawa, Ottawa, Canada