I am currently a final-year Ph.D student with the Advanced Computing and System Laboratory (CCNT), College of Compter Science & Technology at Zhejiang University, Hangzhou, China. My supervisors are Prof. Jian Wu and Prof. Zhou Zhao. My current research interests are mainly focusing on natural language processing and programming language analysis with some advanced techniques such as deep reinforcement learning and generative adversarial learning.
Naturalcode is a sequence modeling toolkit that allows researchers and developers to train custom models for many software engineering tasks, e.g., code summarization, code generation, code retrieval, code clone detection, and so on. Our vision is to bridge the gap between programming language and natural language through some machine learning techniques. [ASE'18, ASE'19]
SCSMiner is a mining system on social coding sites (e.g., GitHub), which integrates social networking and distributed version control in a unified platform to facilitate collaborative developments over the world. It can be applied to software developer recruitment for IT corporations.[WWWJ'18, Neurocomputing'18]