Qianru Zhang (张倩茹)

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Qianru Zhang (张倩茹)
Computer Science, Ph.D
The University of Hong Kong (HKU)
Email: zqrhku@connect.hku.hk, qrzhang@hku.hk

[Google Scholar] [GitHub]


I am a forth-year Ph.D student at the University of Hong Kong (HKU), majoring in Computer Science, supervised by Professor Yiu Siu-Ming. My research focuses on optimizing graph-based models, including GCNs, contrastive learning, transformers, diffusion models, reinforcement learning, and LLMs. By exploring underlying principles and mathematical frameworks, I develop innovative algorithms that effectively leverage the structural properties of graph/image data. This approach enhances accuracy, scalability, and interpretability. For example, I advance our understanding of graph algorithms in spatial-temporal graphs, recommendation systems, and bioinformatics.

Recently, I am interested in Large Language Models (LLMs) / Diffusion Models / Mamba for Urban / Biology / Physical Science. If you would like to work with me, please kindly contact me.

I am looking for Postdoc positions. If you have suitable positions, please don't hesitate to contact me.



Selected Publications

Academic Services and Invited Talks

Work Experiences

Teaching Assistant