Ensheng Shi
Scholar

Ensheng Shi

Google Scholar ID: LNYpsr0AAAAJ
Huawei
Code IntelligenceProgram ComprehensionSoftware EngineeringMachine Learning
Citations & Impact
All-time
Citations
827
 
H-index
14
 
i10-index
17
 
Publications
20
 
Co-authors
23
list available
Resume (English only)
Academic Achievements
  • Published several papers, including:
  • - 'CoCoAST: Representing Source Code via Hierarchical Splitting and Reconstruction of Abstract Syntax Trees', EMSE (CCF-B)
  • - 'You Augment Me: Exploring ChatGPT-based Data Augmentation for Semantic Code Search', ICSME2023 (CCF-B)
  • - 'Towards Efficient Fine-tuning of Pre-trained Code Models: An Experimental Study and Beyond', ISSTA2023 (CCF-A)
  • - 'CoCoSoDa: Effective Contrastive Learning for Code Search', ICSE2023 (CCF-A)
Research Experience
  • Involved in multiple research projects, including code representation learning, code summarization, code search, and commit message generation.
Education
  • PhD student at Xi'an Jiaotong University, supervised by Dongmei Zhang, Shi Han, Yanlin Wang, and Prof. Hongbin Sun; jointly trained with Microsoft Research Asia.
Background
  • A fifth-year PhD student at Xi'an Jiaotong University, focusing on code intelligence (the intersection of Software Engineering and Artificial Intelligence). Utilizes machine learning models to mine knowledge from large-scale open-source code data and apply it to downstream tasks such as code summarization, code search, clone detection, code completion, and program repair.
Miscellany
  • Personal interests not mentioned