Huixin Sun
Hi! I am a Ph.D. student at the School of Electronics and Information Engineering, Beihang University, supervised by Prof. Xianbin Cao and Prof. Baochang Zhang. I am also a visiting Ph.D. student at the National University of Singapore (NUS), advised by Prof. Angela Yao.
Recent research efforts center on:
- Perception at the Limit: High-precision detection for small and tiny objects.
- Efficient Vision: Model quantization and computation allocation in VLMs.
Open to collaborations with fellow researchers. Feel free to reach out 😊
Publications
Noise-Robust Tiny Object Localization with Flows
Pattern Recognition
MAFormer: A Transformer Network with Multi-scale Attention Fusion for Visual Recognition
Neurocomputing
* Equal contribution
Academic Service
Conference Reviewer: NeurIPS (2024–2025), ICLR (2024–2026), ICML (2025), AISTATS (2025–2026)
Top Reviewer, NeurIPS 2025
Journal Reviewer: IEEE Transactions on Image Processing (TIP)
Industry Experience
Ecosystem Algorithm Intern: Xiaohongshu, Shanghai (2024.03 – 2024.06)
Research Intern: Baidu Inc., Dept. of Computer Vision Technology (2022.03 – 2022.09)
Selected Awards
Excellence Research Fund, Shen Yuan Honors College (2023)
Outstanding Graduate, Beijing (2021)
National Scholarship, China (2019, 2020)