Learning to Generate Artistic Character Line Drawing. - Cheng-Yu Fang 001; Xian-Feng Han; Qi Zhong; Shi-Jie Sun 001; Guo-Qiang Xiao 001 (CoRR, 2022)

Joint Geometric-Semantic Driven Character Line Drawing Generation. - Cheng-Yu Fang 001; Xian-Feng Han (ICMR, 2023)

Flow-Guided Controllable Line Drawing Generation. - Cheng-Yu Fang 001; Xianfeng Han (CoRR, 2023)

Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model. - Chunming He; Chengyu Fang 001; Yulun Zhang 001; Kai Li 012; Longxiang Tang; Chenyu You; Fengyang Xiao; Zhenhua Guo 001; Xiu Li 001 (CoRR, 2023)

A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning. - Yuelin Zhang; Pengyu Zheng; Wanquan Yan; Chengyu Fang 001; Shing Shin Cheng (CVPR, 2024)

Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network. - Chengyu Fang 001; Chunming He; Fengyang Xiao; Yulun Zhang 001; Longxiang Tang; Yuelin Zhang; Kai Li 012; Xiu Li 001 (NeurIPS, 2024)

Real-world Image Dehazing with Coherence-based Label Generator and Cooperative Unfolding Network. - Chengyu Fang 001; Chunming He; Fengyang Xiao; Yulun Zhang 001; Longxiang Tang; Yuelin Zhang; Kai Li 012; Xiu Li 001 (CoRR, 2024)

A Survey of Camouflaged Object Detection and Beyond. - Fengyang Xiao; Sujie Hu; Yuqi Shen; Chengyu Fang 001; Jinfa Huang; Chunming He; Longxiang Tang; Ziyun Yang; Xiu Li 001 (CoRR, 2024)

InstantSwap: Fast Customized Concept Swapping across Sharp Shape Differences. - Chenyang Zhu 007; Kai Li 012; Yue Ma; Longxiang Tang; Chengyu Fang 001; Chubin Chen; Qifeng Chen; Xiu Li 001 (ICLR, 2025)

Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model. - Chunming He; Chengyu Fang 001; Yulun Zhang 001; Longxiang Tang; Jinfa Huang; Kai Li 012; Zhenhua Guo 001; Xiu Li 001; Sina Farsiu (ICLR, 2025)

Integrating Extra Modality Helps Segmentor Find Camouflaged Objects Well. - Chengyu Fang 001; Chunming He; Longxiang Tang; Yuelin Zhang; Chenyang Zhu 007; Yuqi Shen; Chubin Chen; Guoxia Xu; Xiu Li 001 (CoRR, 2025)

UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration. - Chunming He; Rihan Zhang; Fengyang Xiao; Chengyu Fang 001; Longxiang Tang; Yulun Zhang 001; Sina Farsiu (CoRR, 2025)

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement. - Yuqi Shen; Fengyang Xiao; Sujie Hu; Youwei Pang; Yifan Pu; Chengyu Fang 001; Xiu Li 001; Chunming He (CoRR, 2025)

Diffusion Models in Low-Level Vision: A Survey. - Chunming He; Yuqi Shen; Chengyu Fang 001; Fengyang Xiao; Longxiang Tang; Yulun Zhang 001; Wangmeng Zuo; Zhenhua Guo 001; Xiu Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Exploring Fourier Prior and Event Collaboration for Low-Light Image Enhancement. - Chunyan She; Fujun Han; Chengyu Fang 001; Shukai Duan 001; Lidan Wang 001 (CoRR, 2025)

Reversible Unfolding Network for Concealed Visual Perception with Generative Refinement. - Chunming He; Fengyang Xiao; Rihan Zhang; Chengyu Fang 001; Deng-Ping Fan; Sina Farsiu (CoRR, 2025)

Segment Concealed Objects With Incomplete Supervision. - Chunming He; Kai Li 012; Yachao Zhang 001; Ziyun Yang; Youwei Pang; Longxiang Tang; Chengyu Fang 001; Yulun Zhang 001; Linghe Kong; Xiu Li 001; Sina Farsiu (IEEE Trans. Pattern Anal. Mach. Intell., 2025)