PCNN: Pattern-based Fine-Grained Regular Pruning Towards Optimizing CNN Accelerators. - Zhanhong Tan; Jiebo Song; Xiaolong Ma; Sia Huat Tan; Hongyang Chen 003; Yuanqing Miao; Yifu Wu; Shaokai Ye; Yanzhi Wang; Dehui Li; Kaisheng Ma (DAC, 2020)

LW-ISP: A Lightweight Model with ISP and Deep Learning. - Hongyang Chen 003; Kaisheng Ma (BMVC, 2022)

CutFreq: Cut-and-Swap Frequency Components for Low-Level Vision Augmentation. - Hongyang Chen 003; Kaisheng Ma (AAAI, 2024)

Guiding a Harsh-Environments Robust Detector via RAW Data Characteristic Mining. - Hongyang Chen 003; Hung-Shuo Tai; Kaisheng Ma (AAAI, 2024)

Enhancing Vision: Harmonizing Frequency for Imaging Quality and Perception Accuracy. - Hongyang Chen 003; Kaisheng Ma (ICASSP, 2025)