Zhengyuan Su (苏政渊)

Hello, I am Zhengyuan Su, an incoming PhD student at the PhD in the Computer Science program at National University of Singapore (NUS). I got my Bachelor degree from the Yao Class at Tsinghua University.

My research interest lies broadly in artificial intelligence, especially the intersection of Machine Learning and systems. I am also interested in cryptography. I have worked on the following projects:

• The ColTrain project, working on outlier-aware LLM quantization.
• Syno, an ML operator synthesizer that synthesizes efficient neural network kernels with minimal accuracy degradation.
• FABLE, a cryptographic protocol for confidential LUT evaluation.
• An ML project about multimodal learning between 3D computer vision and natural language processing.

I am fortunate to collaborate with Prof. Mingyu Gao and Prof. Li Yi at Tsinghua University, Prof. Wenting Zheng at CMU, and Prof. Babak Falsafi at EPFL.