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ORCIDChengyu Fang 0001
Person information
- affiliation: Tsinghua University, Tsinghua Shenzhen International Graduate School, Shenzhen, China
- affiliation: Southwest University, School of Computer and Information Science School of Software, Chongqing, China
Other persons with the same name
- Chengyu Fang 0002 (aka: Cheng-Yu Fang 0002) — Jiangsu University, School of Mathematical Sciences, Zhenjiang, China
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2020 – today
- 2025
[j2]Chunming He
, Yuqi Shen, Chengyu Fang, Fengyang Xiao, Longxiang Tang, Yulun Zhang, Wangmeng Zuo, Zhenhua Guo, Xiu Li:
Diffusion Models in Low-Level Vision: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 47(6): 4630-4651 (2025)- [j1]Chunming He, Kai Li, Yachao Zhang, Ziyun Yang, Youwei Pang, Longxiang Tang, Chengyu Fang, Yulun Zhang, Linghe Kong, Xiu Li, Sina Farsiu:
Segment Concealed Objects With Incomplete Supervision. IEEE Trans. Pattern Anal. Mach. Intell. 47(9): 7832-7851 (2025) - [c8]Chenyang Zhu, Kai Li, Yue Ma, Longxiang Tang, Chengyu Fang, Chubin Chen, Qifeng Chen, Xiu Li:
InstantSwap: Fast Customized Concept Swapping across Sharp Shape Differences. ICLR 2025 - [c7]Chunming He, Chengyu Fang, Yulun Zhang, Longxiang Tang, Jinfa Huang, Kai Li, Zhenhua Guo, Xiu Li, Sina Farsiu:
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model. ICLR 2025 - [c6]Chunming He, Rihan Zhang, Fengyang Xiao, Chengyu Fang, Longxiang Tang, Yulun Zhang, Linghe Kong, Deng-Ping Fan, Kai Li, Sina Farsiu:
RUN: Reversible Unfolding Network for Concealed Object Segmentation. ICML 2025 - [c5]Yuelin Zhang, Kim Yan, Chun Ping Lam, Chengyu Fang, Wenxuan Xie, Yufu Qiu, Raymond Shing-Yan Tang, Shing Shin Cheng:
Motion-Guided Dual-Camera Tracker for Endoscope Tracking and Motion Analysis in a Mechanical Gastric Simulator. ICRA 2025: 1-7 - [c4]Chunyan She, Fujun Han, Chengyu Fang, Shukai Duan, Lidan Wang:
Exploring Fourier Prior and Event Collaboration for Low-Light Image Enhancement. ACM Multimedia 2025: 3017-3026 - [i17]Chengyu Fang, Chunming He, Longxiang Tang, Yuelin Zhang, Chenyang Zhu, Yuqi Shen, Chubin Chen, Guoxia Xu, Xiu Li:
Integrating Extra Modality Helps Segmentor Find Camouflaged Objects Well. CoRR abs/2502.14471 (2025) - [i16]Chunming He, Rihan Zhang, Fengyang Xiao, Chengyu Fang, Longxiang Tang, Yulun Zhang, Sina Farsiu:
UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration. CoRR abs/2505.06683 (2025) - [i15]Chunming He, Kai Li, Yachao Zhang, Ziyun Yang, Youwei Pang, Longxiang Tang, Chengyu Fang, Yulun Zhang, Linghe Kong, Xiu Li, Sina Farsiu:
Segment Concealed Objects with Incomplete Supervision. CoRR abs/2506.08955 (2025) - [i14]Yuqi Shen, Fengyang Xiao, Sujie Hu, Youwei Pang, Yifan Pu, Chengyu Fang, Xiu Li, Chunming He:
Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement. CoRR abs/2506.10712 (2025) - [i13]Chunyan She, Fujun Han, Chengyu Fang, Shukai Duan, Lidan Wang:
Exploring Fourier Prior and Event Collaboration for Low-Light Image Enhancement. CoRR abs/2508.00308 (2025) - [i12]Chunming He, Fengyang Xiao, Rihan Zhang, Chengyu Fang, Deng-Ping Fan, Sina Farsiu:
Reversible Unfolding Network for Concealed Visual Perception with Generative Refinement. CoRR abs/2508.15027 (2025) - [i11]Che Liu, Zheng Jiang, Chengyu Fang, Heng Guo, Yan-Jie Zhou, Jiaqi Qu, Le Lu, Minfeng Xu:
M3Ret: Unleashing Zero-shot Multimodal Medical Image Retrieval via Self-Supervision. CoRR abs/2509.01360 (2025) - [i10]Chunming He, Rihan Zhang, Zheng Chen, Bowen Yang, Chengyu Fang, Yunlong Lin, Fengyang Xiao, Sina Farsiu:
UnfoldLDM: Deep Unfolding-based Blind Image Restoration with Latent Diffusion Priors. CoRR abs/2511.18152 (2025) - [i9]Chubin Chen, Sujie Hu, Jiashu Zhu, Meiqi Wu, Jintao Chen, Yanxun Li, Nisha Huang, Chengyu Fang, Jiahong Wu, Xiangxiang Chu, Xiu Li:
Taming Preference Mode Collapse via Directional Decoupling Alignment in Diffusion Reinforcement Learning. CoRR abs/2512.24146 (2025) - 2024
- [c3]Yuelin Zhang, Pengyu Zheng, Wanquan Yan, Chengyu Fang, Shing Shin Cheng:
A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning. CVPR 2024: 11125-11136 - [c2]Chengyu Fang, Chunming He, Fengyang Xiao, Yulun Zhang, Longxiang Tang, Yuelin Zhang, Kai Li, Xiu Li:
Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network. NeurIPS 2024 - [i8]Yuelin Zhang, Pengyu Zheng, Wanquan Yan, Chengyu Fang, Shing Shin Cheng:
A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning. CoRR abs/2403.02611 (2024) - [i7]Chengyu Fang, Chunming He, Fengyang Xiao, Yulun Zhang, Longxiang Tang, Yuelin Zhang, Kai Li, Xiu Li:
Real-world Image Dehazing with Coherence-based Label Generator and Cooperative Unfolding Network. CoRR abs/2406.07966 (2024) - [i6]Chunming He, Yuqi Shen, Chengyu Fang, Fengyang Xiao, Longxiang Tang, Yulun Zhang, Wangmeng Zuo, Zhenhua Guo, Xiu Li:
Diffusion Models in Low-Level Vision: A Survey. CoRR abs/2406.11138 (2024) - [i5]Fengyang Xiao, Sujie Hu, Yuqi Shen, Chengyu Fang, Jinfa Huang, Chunming He, Longxiang Tang, Ziyun Yang, Xiu Li:
A Survey of Camouflaged Object Detection and Beyond. CoRR abs/2408.14562 (2024) - [i4]Chenyang Zhu, Kai Li, Yue Ma, Longxiang Tang, Chengyu Fang, Chubin Chen, Qifeng Chen, Xiu Li:
InstantSwap: Fast Customized Concept Swapping across Sharp Shape Differences. CoRR abs/2412.01197 (2024) - 2023
- [c1]Cheng-Yu Fang, Xian-Feng Han:
Joint Geometric-Semantic Driven Character Line Drawing Generation. ICMR 2023: 226-233 - [i3]Cheng-Yu Fang, Xianfeng Han:
Flow-Guided Controllable Line Drawing Generation. CoRR abs/2307.07540 (2023) - [i2]Chunming He, Chengyu Fang, Yulun Zhang, Kai Li, Longxiang Tang, Chenyu You, Fengyang Xiao, Zhenhua Guo, Xiu Li:
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model. CoRR abs/2311.11638 (2023) - 2022
- [i1]Cheng-Yu Fang, Xian-Feng Han, Qi Zhong, Shi-Jie Sun, Guo-Qiang Xiao:
Learning to Generate Artistic Character Line Drawing. CoRR abs/2206.02998 (2022)
Coauthor Index
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