Multimodal Image Retrieval Based on Eyes Hints and Facial Description Properties. - Yuelong Li; Junyu Bi; Tongshun Zhang; Jianming Wang (PRCV (2), 2020)

Spmpg: Robust Person Image Generation With Semantic Parsing Map. - Yuelong Li; Tongshun Zhang; Jianming Wang (ICIP, 2021)

DD-GAN: pedestrian image inpainting with simultaneous tone correction. - Yuelong Li; Tongshun Zhang; Junyu Bi; Jianming Wang (Multim. Tools Appl., 2023)

DMFourLLIE: Dual-Stage and Multi-Branch Fourier Network for Low-Light Image Enhancement. - Tongshun Zhang; Pingping Liu; Ming Zhao; Haotian Lv (ACM Multimedia, 2024)

Multi-modal fusion guided retinex-based low-light image enhancement. - Pingping Liu; Xiaoyi Wang; Tongshun Zhang; Liyuan Yin (Expert Syst. Appl., 2025)

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)

ReF-LLE: Personalized Low-Light Enhancement via Reference-Guided Deep Reinforcement Learning. - Ming Zhao; Pingping Liu; Tongshun Zhang; Zhe Zhang (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)