COMPUTER SCIENCE & MATHEMATICS UNDERGRADUATE

Shengming Zhou

I am currently an undergraduate student at the University of Minnesota, majoring in Computer Science and Mathematics. Previously, I studied Mathematics at Shandong University, which continues to shape my interest in the intersection of mathematical thinking and computational systems.

My current interests include large language models, multimodal learning, and 3D vision. I am especially interested in how richer and more expressive representations can enable more human-like intelligence.

Experience

Selected experience

Research Assistant

Long-horizon LLM Memory and Personalization Benchmark

Generated large-scale synthetic user logs from simple personal profiles using LLMs, with a focus on maintaining consistency and naturalness across long horizons. Designed evaluation pipelines to assess agent capabilities in memory, reasoning, and information aggregation, and conducted experiments across multiple baselines.

University of Minnesota

B.A. in Computer Science&Mathematics

Shandong University

B.S. in Mathematics and Applied Mathematics

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