Rapid and High-Purity Seed Grading Based on Pruned Deep Convolutional Neural Network. - Huanyu Li 005; Cuicao Zhang; Chunlei Li 002; Zhoufeng Liu; Yan Dong; Shuili Tang (ACPR (2), 2021)

AMDet: An Efficient Infrared Small Object Detection Model Based on Visual Attention and Multi-dilation Feature. - Cuicao Zhang; Yan Dong; Huanyu Li 005; Chunlei Li 002; Zhoufeng Liu (ICCPR, 2021)

SeedSortNet: a rapid and highly effificient lightweight CNN based on visual attention for seed sorting. - Chunlei Li 002; Huanyu Li 005; Zhoufeng Liu; Bicao Li; Yun Huang (PeerJ Comput. Sci., 2021)

A Block-Based and Highly Parallel CNN Accelerator for Seed Sorting. - Xiaoting Sang; Zhenghui Hu; Huanyu Li 005; Chunlei Li 002; Zhoufeng Liu (J. Electr. Comput. Eng., 2022)

An accelerating convolutional neural networks via a 2D entropy based-adaptive filter search method for image recognition. - Chunlei Li 002; Huanyu Li 005; Guangshuai Gao; Zhoufeng Liu; Pengcheng Liu 005 (Appl. Soft Comput., 2023)

Real-time seed sorting system via 2D information entropy-based CNN pruning and TensorRt acceleration. - Chunlei Li 002; Huanyu Li 005; Liang Liao; Zhoufeng Liu; Yan Dong (IET Image Process., 2023)

PKE-UIC: A Prior Knowledge-Enhanced Underwater Image Captioning Model. - Huanyu Li 005; Weibo Zhang; Zhuo Li; Peng Ren 001 (SSIP, 2024)

CST: Underwater Image Color Correction via Color Space Transformation. - Weibo Zhang; Huanyu Li 005; Peng Ren 001 (SSIP, 2024)

INSPIRATION: A reinforcement learning-based human visual perception-driven image enhancement paradigm for underwater scenes. - Hao Wang 192; Shixin Sun; Laibin Chang; Huanyu Li 005; Wenwen Zhang; Alejandro C. Frery; Peng Ren 001 (Eng. Appl. Artif. Intell., 2024)

A real-time and high-performance MobileNet accelerator based on adaptive dataflow scheduling for image classification. - Xiaoting Sang; Tao Ruan; Chunlei Li 002; Huanyu Li 005; Ruimin Yang; Zhoufeng Liu (J. Real Time Image Process., 2024)

Underwater image captioning via attention mechanism based fusion of visual and textual information. - Li Li; Huanyu Li 005; Peng Ren 001 (Inf. Fusion, 2025)

Underwater Image Captioning With AquaSketch-Enhanced Cross-Scale Information Fusion. - Huanyu Li 005; Li Li; Hao Wang 192; Weibo Zhang; Peng Ren 001 (IEEE Trans. Geosci. Remote. Sens., 2025)