Qiuyang Mang

Hi, I’m Qiuyang Mang, a first-year CS PhD student in the Sky Computing Lab at UC Berkeley, advised by Prof. Alvin Cheung. My current research interests lie in general topics in AI ✕ Systems, especially for Database Management Systems (DBMS) and Algorithm Evolve framework:

• LLM for DBMS: Leveraging LLMs to power, optimize, and robustify DBMS, as well as combining post-verification as a guess-and-check framework to ensure correctness and reliability.📑 Argus

• Automated Algorithm Design: Toward building LLMs that can evolve and optimize algorithms for very difficult CS problems, especially for competitive programming.

• System for LLM: Solving algorithmic problems lies in LLM inference engine, training system and agent framework, including batching, scheduling and resource management.📑 Continuum

Prior to joining Berkeley, I received my B.E. from The Chinese University of Hong Kong, Shenzhen, where I was advised by Prof. Pinjia He. I also spent an unforgettable year as a research assistant at the National University of Singapore with Prof. Manuel Rigger. During my undergraduate years, I worked on robustifying NLP systems and Database Management Systems.