Tingfeng Lan

I am a PhD student in computer science at \(Ds^2 Lab\) of the University of Virginia under Prof. Yue Cheng.

Generally, I aim to develop high-performance, scalable systems for emerging ML applications. Currently I am working on building better (computing and storage) systems for (distributed) ML applications. For example, rethinking the potential of multi-tier parallel processing within heterogeneous computing environments like CPU-GPU collaborative computing.

Before joining UVA, I earned my bachelor’s degree from Sichuan University, where I had the privilege of being guided by Prof. Mingjie Tang and Prof. Hui Lu from UTA, focusing on optimizing large-scale recommendation model training systems. I was also fortunate to be advised by Prof. Jianguo Wang from Purdue University, with a focus on utilizing machine learning techniques to optimize graph algorithms’ performance.

I am open to other opportunities and new research, so please feel free to reach me at my email erc8gx _AT_ virginia.edu