Zhengyuan Su (苏政渊)

I am Zhengyuan Su, a senior-year undergraduate at Tsinghua University majoring in Computer Science and Technology (Yao Class).

My research interest lies broadly in artificial intelligence, especially the intersection of Machine Learning and systems. I have worked on several projects related to systems for ML, including the ColTrain project about outlier-aware LLM quantization and an ML operator synthesizer. I am also interested in cryptography, and I have worked on a cryptographic protocol for confidential LUT evaluation. I am currently working on secure transformer inference with fully homomorphic encryption (FHE) as my Bachelor’s thesis. Prior to that, I worked on 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.