I am currently a junior research assistant at the Multimedia Laboratory, CUHK, supervised by Prof. Xiangyu Yue. I was honored to be supervised and collaborated with Prof. Weicheng Xie, Prof. Siyang Song and Prof. Linlin Shen during my undergraduate studies. I also work with Prof. Muhammad Haris Khan on domain generalization-related topics. My research interests include computer vision, model robustness and synthetic data.
Iβm actively looking for collaboration and PhD opportunity, please feel free to drop me an email if interested.
π₯ News
- 2025.05: Β ππ One paper accepted by ICML 2025.
- 2024.12: Β ππ Three papers accepted by AAAI 2025 (2 Oral).
- 2024.10: Β ππ Two papers accepted by WACV 2025.
- 2024.10: Β ππ We released SynFER on ArXiv.
- 2024.09: Β ππ One paper accepted by NeurIPS 2024.
- 2024.07: Β ππ One paper accepted by ECCV 2024.
- 2023.07: Β ππ One paper accepted by ICCV 2023.
π Publications
* indicates equal contribution.
SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data
Xilin He*, Cheng Luo*, Xiaole Xian, Bing Li, Siyang Song, Muhammad Haris Khan, Weicheng Xie, Linlin Shen, Zongyuan Ge
Towards Combating Frequency Simplicity-biased Learning for Domain Generalization
Xilin He, Jingyu Hu, Qinliang Lin, Cheng Luo, Weicheng Xie, Siyang Song, Muhammad Haris Khan, Linlin Shen
MTaDCS: Moving Trace and Feature Density-based Confidence Sample Selection under Label Noise
Qingzheng Huang*, Xilin He*, Xiaole Xian, Qinliang Lin, Weicheng Xie, Siyang Song, Linlin Shen, Zitong Yu
Xilin He, Qinliang Lin, Cheng Luo, Weicheng Xie, Siyang Song, Feng Liu, Linlin Shen