I am a post-doctoral researcher with School of Future Technology (未来技术学院) at South China University of Technology (华南理工大学), working with Prof. Mingkui Tan (谭明奎) and Prof. Cen Chen (陈岑). I received my bachelor and PHD degree from South China University of Technology in 2018 and 2024, respectively. My research interests include efficient architecture design and out-of-distribution generalization. I published papers in top venues, including ICML, ICLR, CVPR, AAAI, IEEE TCSVT and Neural Networks. As of now, my research has been cited more than 1000+ times, as reported by Google Scholar. I served as the reviewer for several top-tier machine learning/computer vision conferences, including ICLR, ICML, NeurIPS, CVPR, ICCV, ECCV AAAI and WACV.

🔥 News

• 2025.05: 🎉 One paper accepted by ICML 2025!
• 2025.05: 🎉 One collaborative paper accepted by ICML 2025!
• 2025.03: 🎉 One collaborative paper accepted by IEEE TPAMI!
• 2024.12: Successfully accomplished my PhD thesis defense!
• 2024.12: 🎉 One collaborative paper accepted by AAAI 2025!
• 2024.12: 🎉 One collaborative paper accepted by IEEE TCSVT!
• 2024.04: 🎉 One paper accepted by IEEE TCSVT!
• 2024.01: 🎉 One paper accepted by ICLR 2024!

📝 Selected Publications [Full List]

• ICML 2025 Core Context Aware Transformers for Long Context Language Modeling, Yaofo Chen, Zeng You, Shuhai Zhang, Haokun Li, Yirui Li, Yaowei Wang, Mingkui Tan. PDF / Poster / Slides / Code / Project Page
• TCSVT 2024 Automated Dominative Subspace Mining for Efficient Neural Architecture Search, Yaofo Chen, Yong Guo, Daihai Liao, Fanbing Lv, Hengjie Song, James Tin-Yau Kwok, Mingkui Tan. PDF / Code
• ICLR 2024 Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation, Yaofo Chen, Shuaicheng Niu, Yaowei Wang, Shoukai Xu, Hengjie Song, Mingkui Tan. PDF / Poster / Slides / Code
• CVPR 2021 Contrastive Neural Architecture Search with Neural Architecture Comparators, Yaofo Chen, Yong Guo, Qi Chen, Minli Li, Wei Zeng, Yaowei Wang, Mingkui Tan. PDF / Supp / Poster / Slides / Code
• ICML 2020 Breaking the Curse of Space Explosion: Towards Efficient NAS with Curriculum Search, Yong Guo^*, Yaofo Chen^*, Yin Zheng, Peilin Zhao, Jian Chen, Junzhou Huang, Mingkui Tan. PDF / Supp / Poster / Slides / Code

📚 Academic Services

• International Conference on Learning Representations (ICLR), Reviewer 2022-2025
• International Conference on Machine Learning (ICML), Reviewer 2021-2025
• Conference on Neural Information Processing Systems (NeurIPS), Reviewer 2021-2025
• Conference on Computer Vision and Pattern Recognition (CVPR), Reviewer 2022-2025
• International Conference on Computer Vision (ICCV), Reviewer 2023-2025
• European Conference on Computer Vision (ECCV), Reviewer 2022-2024
• AAAI Conference on Artificial Intelligence (AAAI), Reviewer 2025-2026
• Winter Conference on Applications of Computer Vision (WACV), Reviewer 2026

📘 Grants

• Postdoctoral Research Project Funding of Guangzhou, Government-sponsored Research Projects, Principle Investigator, 2025-2026
• Postdoctoral Fellowship Program of CPSF (C), 2025, GZC20251043