☕️ About Me
I am a first-year master student at Institute of Data and Information, Tsinghua University, under the supervision of Prof. Xiu Li. Previously, I obtained 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 Low-level Vision, Medical Image Analysis and Camouflaged Object Segmentation.
I am actively seeking for research internship opportunities in either academia or industry, please feel free to contact me via email.
🔥 News
- 2025.01: Two papers accepted to ICLR 2025. One paper accepted to ICRA 2025.
- 2024.12: One paper accepted to AAAI 2025, Congrats to Chenyang.
- 2024.09: One paper accepted to NeurIPS 2024 as a Spotlight Paper.
- 2024.06: I graduated from Southwest University and received the honor of “Southwest University Outstanding Student Representative”.
- 2024.02: One paper accepted to CVPR 2024, Congrats to Yuelin.
- 2023.04: One paper accepted to ICMR 2023.
📝 Selected Publications
${*}$ Equal contribution, ${\dagger}$ Corresponding author
Recommendation
Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network
Chenyu Fang$^{*}$, Chunming He$^{*}$$^{\dagger}$, Fengyang Xiao, Yulun Zhang$^{\dagger}$, Longxiang Tang, Yuelin Zhang, Kai Li, and Xiu Li$^{\dagger}$
- The cooperative unfolding network (CORUN) and the first plug-in-play iterative mean-teacher framework (Colabator) for real-world image dehazing.
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model
Chunming He$^{*}$, Chenyu Fang$^{*}$$^{\dagger}$, Yulun Zhang$^{\dagger}$, Kai Li, Longxiang Tang, Chengyu You, Fengyang Xiao, Zhenhua Guo, Xiu Li$^{\dagger}$ and Sina Farsiu
- The first latent diffusion model-based methods with strong generalizability in illumination degradation image restoration problems and promising performance in downstream tasks.
Diffusion Models in Low-Level Vision: A Survey
Chunming He$^{*}$$^{\dagger}$, Yuqi Shen$^{*}$, Chengyu Fang$^{*}$, Fengyang Xiao, Longxiang Tang, Yulun Zhang, Wangmeng Zuo, Zhenhua Guo, Xiu Li$^{\dagger}$
- A curated list of awesome Diffusion Models(DMs) in low-level vision.
More Accepted Papers
- Motion-Guided Dual-Camera Tracker for Endoscope Tracking and Motion Analysis in a Mechanical Gastric Simulator, ICRA 2025 [PDF]
Yuelin Zhang, Kim Yan, Chun Ping Lam, Chengyu Fang, Wenxuan Xie, Yufu Qiu, Raymond Shing-Yan Tang, Shing Shin Cheng$^{\dagger}$ - Instantswap: Fast customized concept swapping across sharp shape differences, ICLR 2025 [PDF] [Code]
Chenyang Zhu$^{*}$, Kai Li$^{*}$$^{\dagger}$, Yue Ma$^{*}$, Longxiang Tang, Chengyu Fang, Chubin Chen, Qifeng Chen, Xiu Li$^{\dagger}$ - A Survey of Camouflaged Object Detection and Beyond, CAAI AIR 2024 [PDF] [Awesome List]
Fengyang Xiao$^{*}$, Sujie Hu$^{*}$, Yuqi Shen, Chengyu Fang, Jinfa Huang, Chunming He$^{\dagger}$, Longxiang Tang, Ziyun Yang, Xiu Li$^{\dagger}$ - A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning, CVPR 2024 [PDF] [Code]
Yuelin Zhang, Pengyu Zheng, Wanquan Yan, Chengyu Fang, Shing Shin Cheng$^{\dagger}$ - Joint Geometric-Semantic Driven Character Line Drawing Generation, ICMR 2023 [PDF] [Code]
Chengyu Fang, Xianfeng Han$^{\dagger}$
🎖 Honors and Awards
- 2024.06 Chongqing Outstanding Graduates
- 2024.04 Chongqing Merit Student
- 2023.12 Southwest University Outstanding Student Representative (15/University Students)
- 2023.04 Chongqing Advanced Individual for Innovation Capability
📃 Scholarships
- 2023.12 National Scholarship
- 2022.12 National Scholarship
- 2023.12 Xiaomi Corporation Special Scholarship (7/University Students)
- 2023.12 Southwest University Special Scholarship (15/University Students)
- 2022.07 Professor Qiu Yuhui Scholarship (5/Department Students)
- 2022.07 Pisen Electronics Co. Ltd Scholarship (5/Department Students)
- 2021.10 Southwest University First Prize Scholarship
📖 Teaching
- 2023.09 - 2024.01 & 2024.09 - 2025.01, Teaching Assistant for Frontiers of AI technology and industrial applications, Tsinghua University.
💻 Internships
- 2023.07 - 2024.08, Prof. Xiu Li’s research group at Tsinghua University, Shen Zhen, China.
🏁 Competition
- 2023.08 🏅1st Prize of “Texas Instruments Cup” 2023 National Undergraduate Electronic Design Contest
- 2023.08 🏅1st Prize of “China Software Cup” University Student Software Design Competition
- 2023.08 🏅1st Prize of “China University Student Embedded Chip and System Design Competition
- 2023.04 🏅1st Prize of 2023 China University Robot Competition (RoboMaster)
- 2022.08 🏅️1st Prize of “China Software Cup” University Student Software Design Competition
- 2022.12 🏅1st Prize of 2022 China University Robot Competition (RoboMaster)
- 2023.06 🥈2nd Prize in China Robotics and Artificial Intelligence Competition
- 2022.08 🥈2nd Prize of “China Software Cup” University Student Software Design Competition
- 2022.06 🥈2nd Prize of 2022 China University Robot Competition (RoboMaster)
- 2023.08 🥉3rd Prize in Chinese Collegiate Computing Competition
🧑🤝🧑 My Friends and Collaborators
- Chunming He@Duke, Longxiang Tang@Tsinghua, Yuelin Zhang@CUHK, Dr. Yulun Zhang@SJTU, Dr. Kai Li@Meta.