Concealed Object Segmentation with Hierarchical Coherence Modeling. - Fengyang Xiao; Pan Zhang; Chunming He; Runze Hu; Yutao Liu 002 (CICAI (1), 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)

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)

RUN: Reversible Unfolding Network for Concealed Object Segmentation. - Chunming He; Rihan Zhang; Fengyang Xiao; Chenyu Fang; Longxiang Tang; Yulun Zhang 001; Linghe Kong; Deng-Ping Fan; Kai Li 012; Sina Farsiu (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)

A novel efficient structure-preserving exponential integrator for Hamiltonian systems. - Pan Zhang; Fengyang Xiao; Lu Li (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)

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)