Wenwen Hou
Ph.D. student
Aalto University
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Hi there! I am an incoming Ph.D. student at Aalto University supervised by Prof. Qi Chen. Currently, I am an M.Phil. student in Artificial Intelligence at The Hong Kong University of Science and Technology (Guangzhou), supervised by Prof. Ying Sun and Prof. Hui Xiong. Previously, I received my M.Sc. in Mathematics from The Chinese University of Hong Kong.
Hi there! I am an incoming Ph.D. student at Aalto University supervised by Prof. Qi Chen. Currently, I am an M.Phil. student in Artificial Intelligence at The Hong Kong University of Science and Technology (Guangzhou), supervised by Prof. Ying Sun and Prof. Hui Xiong. Previously, I received my M.Sc. in Mathematics from The Chinese University of Hong Kong.
My research interests lie in large language model sparsity, LLM interpretability, and the learning dynamics of LLM. I am particularly interested in the learning dynamics of LLMs and the emergence of low-dimensional structure in their representations, and in turning these insights into practical methods for improving LLM efficiency and trustworthiness.
My research interests lie in large language model sparsity, LLM interpretability, and the learning dynamics of LLM. I am particularly interested in the learning dynamics of LLMs and the emergence of low-dimensional structure in their representations, and in turning these insights into practical methods for improving LLM efficiency and trustworthiness.
Outside of research, I enjoy movies, hiking, badminton, squash, tennis, and reading novels and mathematics books.
Outside of research, I enjoy movies, hiking, badminton, squash, tennis, and reading novels and mathematics books.
🗞️ News ‼️
Sept 2025, I submitted my first paper, "Beyond Taylor Expansion: Intermediate Activation Perspectives in Structured Pruning", to ICLR.
Jan 2026, preparing my paper submission to ICML.
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