Kainan Liu
About
Publications
Experience
CV
Experience
Work Experience
2025 – Present
AI Researcher & Engineer
Ping An Technology (Shenzhen) Co., Ltd.
Training and optimizing LLMs for financial risk control and corporate banking analysis
Developed Astra (ACL 2026 Findings): an activation-space low-rank adaptation method
2024 – 2025
Research Intern
Ping An Technology (Shenzhen) Co., Ltd.
Conducted research on model compression and redundant layer replacement
First author of GRASP (EMNLP 2025 Main Conference)
2024
Recommendation Algorithm Intern
Vipshop (China)
Processed user-item interaction data and behavioral sequences
Deployed XGBoost models for recommendation ranking optimization
Education
2023 – 2025
M.Sc. in Data-Centric Artificial Intelligence
Hong Kong University of Science and Technology (Guangzhou)
2019 – 2023
B.Sc. in Data Science and Big Data Technology
Zhongnan University of Economics and Law