I am a first-year Master student in Artificial Intelligence at Institute of Data and Information, Tsinghua University, under the supervision of Prof. Xiu Li. Previously, I received my B.Eng in Software Engineering at School of Computer and Information Science & School of Software Engineering, Southwest University in 2024.

My research interests include Robotics, Low-level Vision and Camouflaged Object Detection/Segmentation. Feel free to contact me by email if you are interested in discussing or collaborating with me.

Email:   chengyufang.thu[at]gmail.com

Publication

(† Equal contribution, * Corresponding author)

Real-world Image Dehazing with Coherence-based Label Generator and Cooperative Unfolding Network[Paper] [Code]

Chenyu Fang†, Chunming He†, Fengyang Xiao, Yulun Zhang*, Longxiang Tang, Yuelin Zhang, Kai Li, and Xiu Li*, arXiv 2024

Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model[Paper] [Code]

Chunming He†, Chenyu Fang†, Yulun Zhang*, Kai Li, Longxiang Tang, Chengyu You, Fengyang Xiao, Zhenhua Guo and Xiu Li*, arXiv 2023

A Survey of Camouflaged Object Detection and Beyond [Paper] [Awesome Repository]

Fengyang Xiao†, Sujie Hu†, Yuqi Shen, Chengyu Fang, Jinfa Huang, Chunming He*, Longxiang Tang, Ziyun Yang, Xiu Li*, arXiv 2024

Diffusion Models in Low-Level Vision: A Survey [Paper] [Awesome Repository]

Chunming He†*, Yuqi Shen†, Chengyu Fang†, Fengyang Xiao, Longxiang Tang, Yulun Zhang, Wangmeng Zuo, Zhenhua Guo, Xiu Li*, arXiv 2024

A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning[Paper] [Code]

Yuelin Zhang, Pengyu Zheng, Wanquan Yan, Chengyu Fang, Shing Shin Cheng*, CVPR 2024

Joint Geometric-Semantic Driven Character Line Drawing Generation[Paper] [Code]

Chengyu Fang, Xianfeng Han*, ICMR 2023

Selected Projects

• ⭐️ Image Translation Based Character Line Drawing Generation | Jun. 2022 - Jun. 2023
  Funded by National Training Program of Innovation and Entrepreneurship for Undergraduates
• ⭐ Intelligent Composite Robot for Disinfection and Handling of Complex Storage Situations | Jun. 2023 - Jun. 2024
  Funded by National Training Program of Innovation and Entrepreneurship for Undergraduates
  (Corporate proposition projects, Priority projects in key areas)

LabelGo - YOLOv5 Semi-automatic Annotation Tool

2021 | My open source project, 447 Star harvested.
Semi-automated image annotation using the YOLOv5 model.[Github]

Robomaster Robots development

Now | Developed with GKD Robotics Innovation Laboratory.
My team and I have completed the development of mechanical, electrical and vision algorithms for a variety of robots for the Robomaster robotics competition.[video]

Selected Awards and Honors

• 🌟 National Scholarship | 2023
• 🌟 National Scholarship | 2022
• 🌟 Xiaomi Special Scholarship | 2023
  (7 people selected from across the university, funded by Xiaomi Group)
• 🌟 Southwest University Special Scholarship | 2023
  (15 people selected from across the university)
• 🌟 Southwest University CIS @ Pisen Electronics Co. Ltd Scholarship | 2023
  (5 people selected from across the school of computer science)
• 🌟 Southwest University CIS Yuhui Scholarship | 2023
  (5 people selected from across the school of computer science)
• 🌟 Southwest University First Prize Scholarship ｜ 2021


• 🌟 Southwest University Outstanding Student Representative | 2023
  (15 people selected from across the university)
• 🌟 Chongqing Advanced Individual for Innovation Capability | 2023
• 🌟 Chongqing Merit Student | 2024
• 🌟 Chongqing Outstanding Graduates | 2024

• 🏅1st Prize of "TI Cup 2023 National Undergraduate Electronic Design Contest | Aug. 2023
  
• 🏅1st Prize of "China Software Cup" University Student Software Design Competition | Aug. 2023
  A2-Porting Thunderbird 78 for the LoongArch Architecture
• 🏅1st Prize of "China University Student Embedded Chip and System Design Competition | Aug. 2023
  
• 🏅️1st Prize of "China Software Cup" University Student Software Design Competition | Aug. 2022
  A2-Ghc LoongArch porting and performance optimisation
• 🏅1st Prize of 2022 China University Robot Competition ｜ Dec. 2022
  RoboMaster 2022 University League Challenge - Infantry Robot Match
• 🏅1st Prize of 2023 China University Robot Competition ｜ Apr. 2023
  RoboMaster 2023 University League Challenge - Infantry Robot Match
• 🥈2nd Prize in China Robotics and Artificial Intelligence Competition ｜ Jun. 2023
  
• 🥈2nd Prize of "China Software Cup" University Student Software Design Competition | Aug. 2022
  A7-Face recognition application development based on SylixOS, a Chinese domestic embedded OS
• 🥈2nd Prize of 2022 China University Robot Competition ｜ Jun. 2022
  RoboMaster 2022 University Technical Challenge - Standard Racing and Smart Firing
• 🥉3rd Prize in Chinese Collegiate Computing Competition ｜ Aug. 2023
  

Education Experience

Tsinghua University, China | Sept 2024 - Jun 2027
Institute of Data and Information
Master of Engineering in Artificial Intelligence

Southwest University, China | Sept 2020 - Jun 2024
School of Computer and Information Science & School of Software
B.Eng in Software Engineering

Academic Experience

Chinese Academy of Sciences, China | Jul 2023
Institute of Automation
Summer School Student (TOP100)

Tsinghua University, China | Jul 2023 - Present
Institute of Data and Information
Research Assistant

Teaching

• Teaching Assistant for Introduction to the Frontiers of Artificial Intelligence
  Sep 2023 – Jan 2024 | Tsinghua University

Collaborators and Friends