Disentangle then Parse: Night-time Semantic Segmentation with Illumination Disentanglement. - Zhixiang Wei; Lin Chen 026; Tao Tu 006; Pengyang Ling; Huaian Chen; Yi Jin 002 (ICCV, 2023)

FreeDrag: Point Tracking is Not What You Need for Interactive Point-based Image Editing. - Pengyang Ling; Lin Chen 026; Pan Zhang 001; Huaian Chen; Yi Jin 002 (CoRR, 2023)

Single Image Dehazing Using Saturation Line Prior. - Pengyang Ling; Huaian Chen; Xiao Tan 004; Yi Jin 002; Enhong Chen (IEEE Trans. Image Process., 2023)

FreeDrag: Feature Dragging for Reliable Point-Based Image Editing. - Pengyang Ling; Lin Chen 026; Pan Zhang 001; Huaian Chen; Yi Jin 002; Jinjin Zheng (CVPR, 2024)

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)

ReasonPix2Pix: Instruction Reasoning Dataset for Advanced Image Editing. - Ying Jin; Pengyang Ling; Xiaoyi Dong; Pan Zhang 001; Jiaqi Wang 003; Dahua Lin (CoRR, 2024)

Single Image Dehazing Using Scene Depth Ordering. - Pengyang Ling; Huaian Chen; Xiao Tan 004; Yimeng Shan; Yi Jin 002 (CoRR, 2024)

BroadWay: Boost Your Text-to-Video Generation Model in a Training-free Way. - Jiazi Bu; Pengyang Ling; Pan Zhang 001; Tong Wu; Xiaoyi Dong; Yuhang Zang; Yuhang Cao; Dahua Lin; Jiaqi Wang 003 (CoRR, 2024)

Collaborative Filter Pruning for Efficient Automatic Surface Defect Detection. - Haoxuan Wang 004; Xin Fan 005; Pengyang Ling; Ben Wang 005; Huaian Chen; Yi Jin 002 (IEEE Trans. Ind. Informatics, 2024)

All-in-One Hardware-Oriented Model Compression for Efficient Multi-Hardware Deployment. - Haoxuan Wang 004; Pengyang Ling; Xin Fan 005; Tao Tu 006; Jinjin Zheng; Huaian Chen; Yi Jin 002; Enhong Chen (IEEE Trans. Circuits Syst. Video Technol., 2024)

ByTheWay: Boost Your Text-to-Video Generation Model to Higher Quality in a Training-free Way. - Jiazi Bu; Pengyang Ling; Pan Zhang 001; Tong Wu; Xiaoyi Dong; Yuhang Zang; Yuhang Cao; Dahua Lin; Jiaqi Wang 003 (CVPR, 2025)

Improving Visual and Downstream Performance of Low-Light Enhancer with Vision Foundation Models Collaboration. - Yuxuan Gu; Haoxuan Wang 004; Pengyang Ling; Zhixiang Wei; Huaian Chen; Yi Jin 002; Enhong Chen (CVPR, 2025)

MotionClone: Training-Free Motion Cloning for Controllable Video Generation. - Pengyang Ling; Jiazi Bu; Pan Zhang 001; Xiaoyi Dong; Yuhang Zang; Tong Wu; Huaian Chen; Jiaqi Wang 003; Yi Jin 002 (ICLR, 2025)

Prior-assisted unpaired image dehazing framework for enhanced visibility in real-world hazy scenarios. - Pengyang Ling; Haoxuan Wang 004; Huaian Chen; Yuxuan Gu; Yi Jin 002; Jinjin Zheng (Expert Syst. Appl., 2025)

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)

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion. - Yujie Zhou; Jiazi Bu; Pengyang Ling; Pan Zhang 001; Tong Wu; Qidong Huang; Jinsong Li 001; Xiaoyi Dong; Yuhang Zang; Yuhang Cao; Anyi Rao; Jiaqi Wang 003; et al. (CoRR, 2025)

HiFlow: Training-free High-Resolution Image Generation with Flow-Aligned Guidance. - Jiazi Bu; Pengyang Ling; Yujie Zhou; Pan Zhang 001; Tong Wu; Xiaoyi Dong; Yuhang Zang; Yuhang Cao; Dahua Lin; Jiaqi Wang 003 (CoRR, 2025)