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ORCIDPengyang Ling
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2020 – today
- 2026
[j7]Pengyang Ling
, Huaian Chen, Haoxuan Wang, Yuxuan Gu, Yi Jin, Jinjin Zheng, Enhong Chen:
Efficient Haze Removal via Scene Depth Ordering for Robust Traffic Monitoring. IEEE Trans. Intell. Transp. Syst. 27(4): 4521-4534 (2026)- [i16]Jiazi Bu, Pengyang Ling, Yujie Zhou, Yibin Wang, Yuhang Zang, Tianyi Wei, Xiaohang Zhan, Jiaqi Wang, Tong Wu, Xingang Pan, Dahua Lin:
From Sparse to Dense: Multi-View GRPO for Flow Models via Augmented Condition Space. CoRR abs/2603.12648 (2026) - [i15]Yujie Zhou, Pengyang Ling, Jiazi Bu, Bingjie Gao, Li Niu:
Uni-Classifier: Leveraging Video Diffusion Priors for Universal Guidance Classifier. CoRR abs/2603.20382 (2026) - 2025
- [j6]Pengyang Ling, Haoxuan Wang, Huaian Chen, Yuxuan Gu, Yi Jin, Jinjin Zheng:
Prior-assisted unpaired image dehazing framework for enhanced visibility in real-world hazy scenarios. Expert Syst. Appl. 291: 128488 (2025) - [j5]Yuxuan Gu, Yi Jin, Ben Wang, Zhixiang Wei, Xiaoxiao Ma, Haoxuan Wang, Pengyang Ling, Huaian Chen, Enhong Chen:
Seed Optimization With Frozen Generator for Superior Zero-Shot Low-Light Image Enhancement. IEEE Trans. Circuits Syst. Video Technol. 35(1): 561-576 (2025) - [j4]Yi Jin, Xiaoxiao Ma, Rui Zhang, Huaian Chen, Yuxuan Gu, Pengyang Ling, Enhong Chen:
Masked Video Pretraining Advances Real-World Video Denoising. IEEE Trans. Multim. 27: 622-636 (2025) - [c8]Jiazi Bu, Pengyang Ling, Pan Zhang, Tong Wu, Xiaoyi Dong, Yuhang Zang, Yuhang Cao, Dahua Lin, Jiaqi Wang:
ByTheWay: Boost Your Text-to-Video Generation Model to Higher Quality in a Training-free Way. CVPR 2025: 12999-13008 - [c7]Yuxuan Gu, Haoxuan Wang, Pengyang Ling, Zhixiang Wei, Huaian Chen, Yi Jin, Enhong Chen:
Improving Visual and Downstream Performance of Low-Light Enhancer with Vision Foundation Models Collaboration. CVPR 2025: 16071-16080 - [c6]Yujie Zhou, Jiazi Bu, Pengyang Ling, Pan Zhang, Tong Wu, Qidong Huang, Jinsong Li, Xiaoyi Dong, Yuhang Zang, Yuhang Cao, Anyi Rao, Jiaqi Wang, Li Niu:
Light-a-Video: Training-Free Video Relighting via Progressive Light Fusion. ICCV 2025: 13315-13325 - [c5]Pengyang Ling, Jiazi Bu, Pan Zhang, Xiaoyi Dong, Yuhang Zang, Tong Wu, Huaian Chen, Jiaqi Wang, Yi Jin:
MotionClone: Training-Free Motion Cloning for Controllable Video Generation. ICLR 2025 - [i14]Yujie Zhou, Jiazi Bu, Pengyang Ling, Pan Zhang, Tong Wu, Qidong Huang, Jinsong Li, Xiaoyi Dong, Yuhang Zang, Yuhang Cao, Anyi Rao, Jiaqi Wang, Li Niu:
Light-A-Video: Training-free Video Relighting via Progressive Light Fusion. CoRR abs/2502.08590 (2025) - [i13]Jiazi Bu, Pengyang Ling, Yujie Zhou, Pan Zhang, Tong Wu, Xiaoyi Dong, Yuhang Zang, Yuhang Cao, Dahua Lin, Jiaqi Wang:
HiFlow: Training-free High-Resolution Image Generation with Flow-Aligned Guidance. CoRR abs/2504.06232 (2025) - [i12]Jiazi Bu, Pengyang Ling, Yujie Zhou, Yibin Wang, Yuhang Zang, Tong Wu, Dahua Lin, Jiaqi Wang:
DiCache: Let Diffusion Model Determine Its Own Cache. CoRR abs/2508.17356 (2025) - [i11]Yujie Zhou, Pengyang Ling, Jiazi Bu, Yibin Wang, Yuhang Zang, Jiaqi Wang, Li Niu, Guangtao Zhai:
G2RPO: Granular GRPO for Precise Reward in Flow Models. CoRR abs/2510.01982 (2025) - [i10]Xiaoxiao Ma, Feng Zhao, Pengyang Ling, Haibo Qiu, Zhixiang Wei, Hu Yu, Jie Huang, Zhixiong Zeng, Lin Ma:
Towards Better & Faster Autoregressive Image Generation: From the Perspective of Entropy. CoRR abs/2510.09012 (2025) - 2024
- [j3]Haoxuan Wang, Pengyang Ling, Xin Fan, Tao Tu, Jinjin Zheng, Huaian Chen, Yi Jin, Enhong Chen:
All-in-One Hardware-Oriented Model Compression for Efficient Multi-Hardware Deployment. IEEE Trans. Circuits Syst. Video Technol. 34(12): 12345-12359 (2024) - [j2]Haoxuan Wang, Xin Fan, Pengyang Ling, Ben Wang, Huaian Chen, Yi Jin:
Collaborative Filter Pruning for Efficient Automatic Surface Defect Detection. IEEE Trans. Ind. Informatics 20(2): 2177-2189 (2024) - [c4]Pengyang Ling, Lin Chen, Pan Zhang, Huaian Chen, Yi Jin, Jinjin Zheng:
FreeDrag: Feature Dragging for Reliable Point-Based Image Editing. CVPR 2024: 6860-6870 - [c3]Zhixiang Wei, Lin Chen, Yi Jin, Xiaoxiao Ma, Tianle Liu, Pengyang Ling, Ben Wang, Huaian Chen, Jinjin Zheng:
Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation. CVPR 2024: 28619-28630 - [c2]Xiaoxiao Ma, Zhixiang Wei, Yi Jin, Pengyang Ling, Tianle Liu, Ben Wang, Junkang Dai, Huaian Chen:
Masked Pre-training Enables Universal Zero-shot Denoiser. NeurIPS 2024 - [i9]Xiaoxiao Ma, Zhixiang Wei, Yi Jin, Pengyang Ling, Tianle Liu, Ben Wang, Junkang Dai, Huaian Chen, Enhong Chen:
Masked Pre-trained Model Enables Universal Zero-shot Denoiser. CoRR abs/2401.14966 (2024) - [i8]Yuxuan Gu, Yi Jin, Ben Wang, Zhixiang Wei, Xiaoxiao Ma, Pengyang Ling, Haoxuan Wang, Huaian Chen, Enhong Chen:
Seed Optimization with Frozen Generator for Superior Zero-shot Low-light Enhancement. CoRR abs/2402.09694 (2024) - [i7]Ying Jin, Pengyang Ling, Xiaoyi Dong, Pan Zhang, Jiaqi Wang, Dahua Lin:
ReasonPix2Pix: Instruction Reasoning Dataset for Advanced Image Editing. CoRR abs/2405.11190 (2024) - [i6]Pengyang Ling, Jiazi Bu, Pan Zhang, Xiaoyi Dong, Yuhang Zang, Tong Wu, Huaian Chen, Jiaqi Wang, Yi Jin:
MotionClone: Training-Free Motion Cloning for Controllable Video Generation. CoRR abs/2406.05338 (2024) - [i5]Pengyang Ling, Huaian Chen, Xiao Tan, Yimeng Shan, Yi Jin:
Single Image Dehazing Using Scene Depth Ordering. CoRR abs/2408.05683 (2024) - [i4]Jiazi Bu, Pengyang Ling, Pan Zhang, Tong Wu, Xiaoyi Dong, Yuhang Zang, Yuhang Cao, Dahua Lin, Jiaqi Wang:
BroadWay: Boost Your Text-to-Video Generation Model in a Training-free Way. CoRR abs/2410.06241 (2024) - 2023
- [j1]Pengyang Ling, Huaian Chen, Xiao Tan, Yi Jin, Enhong Chen:
Single Image Dehazing Using Saturation Line Prior. IEEE Trans. Image Process. 32: 3238-3253 (2023) - [c1]Zhixiang Wei, Lin Chen, Tao Tu, Pengyang Ling, Huaian Chen, Yi Jin:
Disentangle then Parse: Night-time Semantic Segmentation with Illumination Disentanglement. ICCV 2023: 21536-21546 - [i3]Pengyang Ling, Lin Chen, Pan Zhang, Huaian Chen, Yi Jin:
FreeDrag: Point Tracking is Not What You Need for Interactive Point-based Image Editing. CoRR abs/2307.04684 (2023) - [i2]Zhixiang Wei, Lin Chen, Tao Tu, Huaian Chen, Pengyang Ling, Yi Jin:
Disentangle then Parse: Night-time Semantic Segmentation with Illumination Disentanglement. CoRR abs/2307.09362 (2023) - [i1]Zhixiang Wei, Lin Chen, Yi Jin, Xiaoxiao Ma, Tianle Liu, Pengyang Ling, Ben Wang, Huaian Chen, Jinjin Zheng:
Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation. CoRR abs/2312.04265 (2023)
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