CV

Education

The Hong Kong University of Science and Technology, PhD in CSE, 2025 - Present

• Research focus: Multimodal Large Language Model
• Supervisor: Prof. Song Guo

University of Chinese Academy of Sciences, MSc in CSE, 2020 - 2023

• Supervisor: Prof. Fanjiang Xu and Prof. Bing Su

Tsinghua University, BSc in Control Engineering, 2016 - 2020

• Course: Pattern Recognition, Digital Image Processing, Automatic Control

Experience

Algorithm Engineer Beihang University Hangzhou Innovation Institute 2023.07 - 2025.03

• Developed an end-to-end deep-sea vision pipeline for analyzing long-duration underwater video, incorporating automated segmentation, image enhancement/restoration, and marine organism detection.
• Engineered a robotic vision system to enable precise object grasping by a robotic arm, integrating real-time object detection with 6D pose estimation algorithms.

Algorithm Engineer Intern ByteDance 2022.07 - 2022.11

• AI Services for Infrastructure: Developed time-series forecasting models for FaaS (Function-as-a-Service) resource demand to optimize resource scheduling and service auto-scaling.
• Replaced traditional statistical learning methods with a neural network model, achieving significantly improved prediction accuracy.

Skills

• Programming: Python, C++, MATLAB, LaTeX, Java
• Deep Learning: CNN, GNN, RNN, Transformer, Diffusion/Flow, MLLM, RL
• Languages: Chinese (Native), English (IELTS 7)

Awards & Honors

• National Scholarship - Ministry of Education of the People's Republic of China (2022)
• Merit student - University of Chinese Academy of Sciences (2021/2022)