Chuyi DAI

PhD Student · AI Researcher · 🇨🇦 🇨🇳 🇸🇪

RESEARCH FOCUS

我是 Chuyi DAI,加拿大阿尔伯塔大学博士生,专注于知识-数据模型与大语言模型的前沿探索。我的研究致力于将物理世界的知识融入机器学习的统一框架,使得模型在面对稀缺数据样本时依然能够保证全域的精度,同时增强模型的可解释性,特别是在 AI 工作流自动化与智能系统的广阔应用中。

BEYOND RESEARCH

在学术研究之外,我也尝试探索更多的领域。例如 设计美学课程助教以及通过 随笔 记录 生活方式和日常思考。 本网站收录了我的学术论文信息,开源项目以及设计作品。

EDUCATION

Ph.D.

Software Engineering & AI Systems

阿尔伯塔大学

阿尔伯塔大学

Supervisor: Prof. Witold Pedrycz

🇨🇦 Edmonton, Canada

2024 - Present

M.Eng.

Electronic & Information Engineering

西安电子科技大学

西安电子科技大学

Supervisor: Prof. Ding Liu, Prof. Congcong Wang

🇨🇳 Hangzhou, China

2021 - 2024

M.Eng.

Control Engineering (Exchange)

皇家理工学院

皇家理工学院

Supervisor: Prof. Lei Feng

🇸🇪 Stockholm, Sweden

2022 - 2023

B.Eng.

Automation

西安电子科技大学

西安电子科技大学

🇨🇳 Xi'an, China

2017 - 2021

PUBLICATIONS

PAPERS

[1] Chuyi Chuyi Dai. Wang, Z. Zhou, Z. Wang, and D. Liu, "WeldNet: An ultra fast measurement algorithm for precision laser stripe extraction in robotic welding," Measurement, vol. 242, pp. 116219, 2025. doi: 10.1016/j.measurement.2024.116219

[2] S. Xu, Chuyi Dai, Y. Liu, L. Shang, X. Yang, and W. Pedrycz, "S2FS: Spatially-Aware Separability-Driven Feature Selection in Fuzzy Decision Systems," IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2026. doi: 10.1109/TNNLS.2026.3679684

[3] S. Xu, Chuyi Dai, L. Shang, C. Shao, X. Yang, and W. Pedrycz, "Rethinking Label-specific Features for Label Distribution Learning," arXiv preprint, 2025. Available: https://arxiv.org/abs/2504.19374

[4] Y. Han, Chuyi Dai, and D. Liu, "Detection of Face Mask Wearing for COVID-19 Protection based on Transfer Learning and Classic CNN Model," in Proc. IEEE Int. Conf. Networking, Sensing and Control (ICNSC), pp. 1-7, 2022. doi: 10.1109/ICNSC55942.2022.10004063

[5] Chuyi Dai, D. Liu, and W. Hu, "Real Object Registration Algorithm Based on SURF and RANSAC," in Proc. IEEE Int. Conf. Networking, Sensing and Control (ICNSC), vol. 1, pp. 1-6, 2021. doi: 10.1109/ICNSC52481.2021.9702198

PATENTS

[P1] Chuyi Dai, Q. Li, and D. Liu, 2022, China Patent, "A method for matching and positioning sparse feature regions of high-altitude drones" (一种高空无人机稀疏特征区域匹配定位方法). CN202211278289.4 (Published patent, Aug 2025)

[P2] Chuyi Dai, J. Shang, Y. Yang, Q. Li, C. Li, S. Li, and D. Liu, 2023, China Patent, "An intelligent offshore fishery feeding system" (一种海上智能渔场投喂系统). CN202310594151.3 (Published patent, Jun 2025)

学术服务

审稿经历

Association for Computational Linguistics (ACL)

国际学术会议

审稿人

Cyberworlds 2025 (CW 2025)

国际学术会议

程序委员会委员、审稿人

Machine Learning with Applications

国际学术期刊

审稿人

TEACHING

Role
Teaching Assistant
Instructor
Prof. Marek Reformat
Institution
University of Alberta
Term
Winter 2026
Details
Role:Teaching Assistant & Marker
Instructor:Prof. Witold Pedrycz
Institution:University of Alberta
Term:Fall 2025
Details
Role:Teaching Assistant & Marker
Instructor:Prof. Di Niu
Institution:University of Alberta
Term:Fall 2025

EXPERIENCE & ACTIVITY

INTERNSHIPS

Deloitte
Deloitte Club Member

June 2022 – August 2024

• Excellence Deloitte Club member for 2023-2024

NIO
NIO Campus Ambassador

June 2022 – June 2025

AWARDS & SCHOLARSHIPS

Outstanding Master's Graduates

Xidian University, 2024

Outstanding Master's Student

Xidian University, 2022-2023

First-class Scholarship

Hangzhou Institute of Technology, 2022-2023

Outstanding Master's Student

Xidian University, 2021-2022

First-class Scholarship (Top 1)

Hangzhou Institute of Technology, 2021-2022

Hundsun Technologies Scholarship

Xidian University, 2021-2022

GITHUB

Contributions

1 / 3Earlier

GitHub contribution calendar for Nitrogen216 covering the past year

Swipe, drag, or use the arrow keys to move through the year.

气温

加拿大 · 埃德蒙顿过去 14 天

正在加载埃德蒙顿天气

PROJECTS

BIBSHERLOCK

A blazing fast, minimalist BibTeX entries extractor that helps researchers organize their bibliography data intelligently and efficiently.

BibTeXPythonCLI ToolAcademic

CCUSAGE-HEAT30

A Node.js CLI tool built on top of ccusage that generates GitHub-style heatmaps displaying the last 30 days of Claude Code token usage with extended visualization features and comprehensive analytics.

System MonitoringLinuxPerformanceCLI Tool

FXXK-COMING-SOON

fxxk-coming-soon provides an optimized prompt framework that enables LLMs to generate comprehensive, structured documentation from research papers. This documentation is specifically designed to guide Claude Code through autonomous paper reproduction with minimal human intervention.

LLM FrameworkPrompt EngineeringDocumentationResearch

FOOTPRINT

19 countries58 placesTap a country for cities

Asia

5 countries

Europe

12 countries

Americas

2 countries

“Latitudes as lines of code—coordinates to read the world.”