Scholar
Zhengyuan Su
Google Scholar ID: qETRoXsAAAAJ
National University of Singapore
Citations & Impact
Citations
151
H-index
2
i10-index
2
Publications
4
Co-authors
0
Publications
Resume (English only)
Academic Achievements
- Published a paper titled 'FABLE: Batched Evaluation on Confidential Lookup Tables in 2PC' (first author) at USENIX Security '25, and a paper titled 'Syno: Structured Synthesis for Neural Operators' (co-first author) at ASPLOS '25. Awarded Yao Award. A paper titled 'Language-Assisted 3D Feature Learning for Semantic Scene Understanding' was accepted and published at AAAI 2023.
Research Experience
- Worked on the ColTrain project (outlier-aware LLM quantization), Syno project (efficient neural network kernel synthesis), FABLE project (confidential LUT evaluation protocol), and an ML project about multimodal learning between 3D computer vision and natural language processing.
Education
- PhD student in Computer Science at National University of Singapore, advised by Prof. Yao Lu; Bachelor of Engineering from Yao Class at Tsinghua University.
Background
- Research interests lie broadly in artificial intelligence, especially at the intersection of machine learning and systems. Also interested in cryptography.
Miscellany
- Collaborated with Prof. Mingyu Gao and Prof. Li Yi at Tsinghua University, Prof. Wenting Zheng at CMU, and Prof. Babak Falsafi at EPFL.
Co-authors