About Me

Hi! I’m Jia’nan Ji, currently a first-year master student at Carnegie Mellon University. I’m passionate about research topics related to Machine Learning Systems (MLSys), aiming to tackle real-world problems from efficiency to scalability. I’m very fortunate to work with Prof. Zhihao Jia from Catalyst Lab on ML compiler.

Before CMU, I obtained my bachelor degree in Computer Science from Peking University (Graduated with honor), where I had esteemed guidance from Prof. Tong Yang on probablistic data structure and algorithm. I also gained the privilege of working with Prof. Minlan Yu at Harvard University on ML serving topic.

Awards

• Merit Graduate of Beijing, 2024
• Merit Graduate of Peking University, 2024
• Merit Student, 2023
• Mercedes Benz Scholarship, 2023
• Outstanding Scientific Research Achievement Award, 2022

Publications

DaVinci Sketch: A Versatile Sketch for Efficient and Comprehensive Set Measurements

Yanshu Wang*, Jianan Ji*, Chao-Hsuan Liu, Hengyang Zhou, Tong Yang

BitMatcher: Bit-level Counter Adjustment for Sketches

Qilong Shi, Chengjun Jia, Wenjun Li, Zaoxing Liu, Tong Yang, Jianan Ji, Gaogang Xie, Weizhe Zhang, Minlan Yu

Chainedfilter: Combining membership filters by chain rule

Haoyu Li, Liuhui Wang, Qizhi Chen, Jianan Ji, Yuhan Wu, Yikai Zhao, Tong Yang, Aditya Akella