Cross-modal guided and refinement-enhanced Retinex network for robust low-light image enhancement. - Tongshun Zhang; Pingping Liu; Mengen Cai; Xiaoyi Wang; Qiuzhan Zhou (Inf. Fusion, 2025)

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement. - Tongshun Zhang; Pingping Liu; Mengen Cai; Zijian Zhang; Yubing Lu; Qiuzhan Zhou (CoRR, 2025)

CWNet: Causal Wavelet Network for Low-Light Image Enhancement. - Tongshun Zhang; Pingping Liu; Yubing Lu; Mengen Cai; Zijian Zhang; Zhe Zhang; Qiuzhan Zhou (CoRR, 2025)