Toward Fast, Flexible, and Robust Low-Light Image Enhancement. - Long Ma 002; Tengyu Ma 004; Risheng Liu; Xin Fan 001; Zhongxuan Luo (CVPR, 2022)

PIA: Parallel Architecture with Illumination Allocator for Joint Enhancement and Detection in Low-Light. - Tengyu Ma 004; Long Ma 002; Xin Fan 001; Zhongxuan Luo; Risheng Liu (ACM Multimedia, 2022)

Learning With Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision. - Risheng Liu; Long Ma 002; Tengyu Ma 004; Xin Fan 001; Zhongxuan Luo (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation. - Xiaohan Cui; Long Ma 002; Tengyu Ma 004; Jinyuan Liu 001; Xin Fan 001; Risheng Liu (AAAI, 2024)

Rethinking Reconstruction and Denoising in the Dark: New Perspective, General Architecture and Beyond. - Tengyu Ma 004; Long Ma 002; Ziye Li; Yuetong Wang; Jinyuan Liu 001; Chengpei Xu; Risheng Liu (CVPR, 2025)

Crossing the Chasm: A practical architecture augmentation for low-quality object detection. - Xinwei Xue; Haoze Zheng; Yuechao Gao; Tengyu Ma 004; Long Ma 002; Qi Jia 001 (Neurocomputing, 2025)