Shilin He
Scholar

Shilin He

Google Scholar ID: wECvv2UAAAAJ
Microsoft Research
LLMSoftware EngineeringNLP
Citations & Impact
All-time
Citations
4,403
 
H-index
27
 
i10-index
36
 
Publications
20
 
Co-authors
11
list available
Resume (English only)
Academic Achievements
  • - Published over 40 papers in top-tier conferences and journals such as ICLR/ACL and ICSE/FSE, with a total citation of 4000+
  • - Projects: SWE-bench-Live, UFO, TaskWeaver
  • - Papers: "Large language Model-Brained GUI Agents: A Survey" accepted by TMLR; "DI-BENCH: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale" accepted by ACL 2025; "OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?" accepted by ICLR 2025
Research Experience
  • - 2025 - Present: Applied Scientist @ Bytedance
  • - 2020 - 2025: Senior Researcher @ MSRA, DKI Group
  • - 2018 - 2019: Research Intern @ Tencent AI Lab, NLP Group
  • - 2017 - 2017: Research Intern @ MSRA, Software Analytics Group
Education
  • - Ph.D.: 2016-2020, The Chinese University of Hong Kong (CUHK), Advisor: Prof. Michael R. Lyu
  • - Bachelor's Degree: 2012-2016, South China University of Technology
Background
  • - Research Interests: AI4SE, LLM, Agent, etc.
  • - Position: Currently working as an Applied Scientist at Bytedance Douyin, focusing on AI4SE and AI Coding directions
  • - Background: Before joining Bytedance, he was a Senior Researcher in the DKI group at Microsoft Research Asia (MSRA) from 2020 to 2025
Miscellany
  • - Personal interests and hobbies not mentioned