CV - What have I experienced?

Education

Ph.D in Computer Science and Operations Research, University of Nottingham, 2024
B.S. in Computer Science, University of Nottingham, 2019

Work experience

Summer 2019 - July 2024: Ph.D Candidate
- University of Nottingham, Computer Science School
- Duties included: Research, teaching
- Experienced in: Machine learning, tensor network, image processing, healthcare
- Supervisor: Dr. Ying Weng, Dr. Jonathan Lund, Prof. Zhuo Chen
Summer 2022 - Winter 2022: Algorithm Engineer
- RSS3 - Web3 Start Up
- Duties included: Software development, algorithm research
- Experienced in: Recommendation system, search engine, database, blockchain
Summer 2019 - Summer 2022: Teaching Assistant
- University of Nottingham, Computer Science School
- Duties included: Undergraduate teaching assistant (GTA)
- GTA in: Machine Learning, System & Architectures
- Supervisor: Dr. Ying Weng, Dr. Zheng Lu, Dr. Heng Yu
Summer 2018 - Summer 2019: Research Intern
- University of Nottingham, Business School
- Duties included: Data analysis, webpage system development
- Experienced in: Linux server, JS & PHP, SPSS, Excel
- Supervisor: Dr. Xi Chen
Summer 2018: Research Intern
- University of Nottingham, Computer Science School
- Duties included: Academic research
- Experienced in: Deep learning, video processing, image processing
- Supervisor: Dr. Ying Weng
Summer 2018 - Summer 2019: Research Intern
- NVIDIA Joint-Lab on Mixed Reality, NVIDIA Technology Centre
- Duties included: 3D model constructing, VR game development, research assistant
- Experienced in: Unity, VR toolkit, Blender, Maya
- Supervisor: Prof. Eugene Ch’ng
Spring 2018: Product Manager & Software Engineer
- University of Nottingham - Group Project
- Duties included: Project management, framework design, software development.
- Experienced in: Kalman filter, VUE, Electron, Echarts
Summer 2017: Software Engineer Intern
- LEPU Info-Tech Co, ltd
- Duties included: Software development, data visualization
- Experienced in: VUE, Node, Electron, Echarts, NW.JS
Summer 2016: Market & IT Intern
- Globel IELTS Youth Education
- Duties included: Media operation, promotion design, video editing, game development
- Experienced in: PS, PR, AI, Flash, H5

Skills

Programming
Research
Academic Paperwork
Design

Publications

On the Memory Mechanism of Tensor-Power Recurrent Model

Qiu, H., Li, C., Weng, Y., Sun, Z., He, X. and Zhao, Q., 2021, March. On the Memory Mechanism of Tensor-Power Recurrent Models. In International Conference on Artificial Intelligence and Statistics (pp. 3682-3690). PMLR.

Fractional Tensor Recurrent Unit (fTRU): A Stable Forecasting Model With Long Memory

H. Qiu, C. Li, Y. Weng, Z. Sun and Q. Zhao, "Fractional Tensor Recurrent Unit (fTRU): A Stable Forecasting Model With Long Memory," in IEEE Transactions on Neural Networks and Learning Systems, doi: 10.1109/TNNLS.2023.3338696.