Tongshun Zhang

24 papers A* 3A 1B 1Journal 18Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Physically-Grounded Attack and Adaptive Defense Framework for Real-World Low-Light Image Enhancement. CoRR Tongshun Zhang, Pingping Liu, Yuqing Lei, Zixuan Zhong, Qiuzhan Zhou, Zhiyuan Zha
2026	J	`jnl`	APMoE-Net: Fourier amplitude-phase joint enhancement and MoE compensation for low-light image enhancement. Expert Syst. Appl. Mengen Cai, Tongshun Zhang, Pingping Liu, Qiuzhan Zhou
2026	A*	`conf`	Beyond Illumination: Fine-Grained Detail Preservation in Extreme Dark Image Restoration. AAAI Tongshun Zhang, Pingping Liu, Zixuan Zhong, Zijian Zhang, Qiuzhan Zhou
2026	J	`jnl`	Differentiable histogram-guided unsupervised Retinex enhancement for paired low-light images. Expert Syst. Appl. Liyuan Yin, Pingping Liu, Tongshun Zhang, Hongwei Zhao, Qiuzhan Zhou
2026	J	`jnl`	Physics-driven feature decoupling for infrared small targets: A dual geometry-guided experts network. Knowl. Based Syst. Yubing Lu, Pingping Liu, Tongshun Zhang, Aohua Li, Qiuzhan Zhou
2026	A*	`conf`	SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration. AAAI Tongshun Zhang, Pingping Liu, Zijian Zhang, Qiuzhan Zhou
2026	J	`jnl`	Synergistic mamba: Mastering global frequency and local spatial contexts for low-light image enhancement. Expert Syst. Appl. Shijun Fu, Pingping Liu, Tongshun Zhang, Hongwei Zhao, Qiuzhan Zhou
2025	J	`jnl`	Adaptive illumination and noise-free detail recovery via visual decomposition for low-light image enhancement. Comput. Vis. Image Underst. Tianqi Li, Pingping Liu, Qiuzhan Zhou, Tongshun Zhang
2025	J	`jnl`	BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement. CoRR Tongshun Zhang, Pingping Liu, Mengen Cai, Zijian Zhang, Yubing Lu, Qiuzhan Zhou
2025	J	`jnl`	Beyond Illumination: Fine-Grained Detail Preservation in Extreme Dark Image Restoration. CoRR Tongshun Zhang, Pingping Liu, Zixuan Zhong, Zijian Zhang, Qiuzhan Zhou
2025	J	`jnl`	CIVQLLIE: Causal Intervention with Vector Quantization for Low-Light Image Enhancement. CoRR Tongshun Zhang, Pingping Liu, Zhe Zhang, Qiuzhan Zhou
2025	J	`jnl`	CWNet: Causal Wavelet Network for Low-Light Image Enhancement. CoRR Tongshun Zhang, Pingping Liu, Yubing Lu, Mengen Cai, Zijian Zhang, Zhe Zhang, Qiuzhan Zhou
2025	J	`jnl`	Cross-modal guided and refinement-enhanced Retinex network for robust low-light image enhancement. Inf. Fusion Tongshun Zhang, Pingping Liu, Mengen Cai, Xiaoyi Wang, Qiuzhan Zhou
2025	J	`jnl`	Multi-modal fusion guided retinex-based low-light image enhancement. Expert Syst. Appl. Pingping Liu, Xiaoyi Wang, Tongshun Zhang, Liyuan Yin
2025	A	`conf`	ReF-LLE: Personalized Low-Light Enhancement via Reference-Guided Deep Reinforcement Learning. ICME Ming Zhao, Pingping Liu, Tongshun Zhang, Zhe Zhang
2025	J	`jnl`	ReF-LLE: Personalized Low-Light Enhancement via Reference-Guided Deep Reinforcement Learning. CoRR Ming Zhao, Pingping Liu, Tongshun Zhang, Zhe Zhang
2025	J	`jnl`	SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration. CoRR Tongshun Zhang, Pingling Liu, Zijian Zhang, Qiuzhan Zhou
2025	J	`jnl`	SpineBench: A Clinically Salient, Level-Aware Benchmark Powered by the SpineMed-450k Corpus. CoRR Ming Zhao, Wenhui Dong, Yang Zhang, Xiang Zheng, Zhonghao Zhang, Zian Zhou, Yunzhi Guan, Liukun Xu, Wei Peng, Zhaoyang Gong, Zhicheng Zhang, Dachuan Li, Xiaosheng Ma, Yuli Ma, Jianing Ni, Changjiang Jiang, Lixia Tian, Qixin Chen, Kaishun Xia, Pingping Liu, Tongshun Zhang, Zhiqiang Liu, Zhongyan Bi, Chenyang Si, Tiansheng Sun, Caifeng Shan
2025	J	`jnl`	WEC-DG: Multi-Exposure Wavelet Correction Method Guided by Degradation Description. CoRR Ming Zhao, Pingping Liu, Tongshun Zhang, Zhe Zhang
2024	A*	`conf`	DMFourLLIE: Dual-Stage and Multi-Branch Fourier Network for Low-Light Image Enhancement. ACM Multimedia Tongshun Zhang, Pingping Liu, Ming Zhao, Haotian Lv
2024	J	`jnl`	DMFourLLIE: Dual-Stage and Multi-Branch Fourier Network for Low-Light Image Enhancement. CoRR Tongshun Zhang, Pingping Liu, Ming Zhao, Haotian Lv
2023	J	`jnl`	DD-GAN: pedestrian image inpainting with simultaneous tone correction. Multim. Tools Appl. Yuelong Li, Tongshun Zhang, Junyu Bi, Jianming Wang
2021	B	`conf`	Spmpg: Robust Person Image Generation With Semantic Parsing Map. ICIP Yuelong Li, Tongshun Zhang, Jianming Wang
2020	—	`conf`	Multimodal Image Retrieval Based on Eyes Hints and Facial Description Properties. PRCV (2) Yuelong Li, Junyu Bi, Tongshun Zhang, Jianming Wang