Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation. - Zhixiang Wei; Lin Chen 026; Yi Jin 002; Xiaoxiao Ma 006; Tianle Liu; Pengyang Ling; Ben Wang 005; Huaian Chen; Jinjin Zheng (CVPR, 2024)

Masked Pre-training Enables Universal Zero-shot Denoiser. - Xiaoxiao Ma 006; Zhixiang Wei; Yi Jin 002; Pengyang Ling; Tianle Liu; Ben Wang 005; Junkang Dai; Huaian Chen (NeurIPS, 2024)

Masked Pre-trained Model Enables Universal Zero-shot Denoiser. - Xiaoxiao Ma 006; Zhixiang Wei; Yi Jin 002; Pengyang Ling; Tianle Liu; Ben Wang 005; Junkang Dai; Huaian Chen; Enhong Chen (CoRR, 2024)

Seed Optimization with Frozen Generator for Superior Zero-shot Low-light Enhancement. - Yuxuan Gu; Yi Jin 002; Ben Wang 005; Zhixiang Wei; Xiaoxiao Ma 006; Pengyang Ling; Haoxuan Wang 004; Huaian Chen; Enhong Chen (CoRR, 2024)

STAR: Scale-wise Text-to-image generation via Auto-Regressive representations. - Xiaoxiao Ma 006; Mohan Zhou; Tao Liang; Yalong Bai; Tiejun Zhao; Huaian Chen; Yi Jin 002 (CoRR, 2024)

Domain Adaptative Video Semantic Segmentation via Motion-Guided Domain Bridge. - Wenchao Guan; Ben Wang 005; Xiaoxiao Ma 006; Junkang Dai; Chengfeng Kong; Lin Chen 019; Zhixiang Wei; Yi Jin 002; Huaian Chen (IEEE Trans. Instrum. Meas., 2024)

Masked Video Pretraining Advances Real-World Video Denoising. - Yi Jin 002; Xiaoxiao Ma 006; Rui Zhang 052; Huaian Chen; Yuxuan Gu; Pengyang Ling; Enhong Chen (IEEE Trans. Multim., 2025)

Seed Optimization With Frozen Generator for Superior Zero-Shot Low-Light Image Enhancement. - Yuxuan Gu; Yi Jin 002; Ben Wang 005; Zhixiang Wei; Xiaoxiao Ma 006; Haoxuan Wang 004; Pengyang Ling; Huaian Chen; Enhong Chen (IEEE Trans. Circuits Syst. Video Technol., 2025)

HQ-CLIP: Leveraging Large Vision-Language Models to Create High-Quality Image-Text Datasets and CLIP Models. - Zhixiang Wei; Guangting Wang; Xiaoxiao Ma 006; Ke Mei; Huaian Chen; Yi Jin 002; Fengyun Rao (CoRR, 2025)

Rein++: Efficient Generalization and Adaptation for Semantic Segmentation with Vision Foundation Models. - Zhixiang Wei; Xiaoxiao Ma 006; Ruishen Yan; Tao Tu 006; Huaian Chen; Jinjin Zheng; Yi Jin 002; Enhong Chen (CoRR, 2025)