Brain-inspired reverse adversarial examples. - Shaokai Ye; Sia Huat Tan; Kaidi Xu; Yanzhi Wang; Chenglong Bao; Kaisheng Ma (CoRR, 2019)

Non-structured DNN Weight Pruning Considered Harmful. - Yanzhi Wang; Shaokai Ye; Zhezhi He; Xiaolong Ma; Linfeng Zhang 001; Sheng Lin 001; Geng Yuan; Sia Huat Tan; Zhengang Li; Deliang Fan; Xuehai Qian; Xue Lin 001; et al. (CoRR, 2019)

Light-weight Calibrator: A Separable Component for Unsupervised Domain Adaptation. - Shaokai Ye; Kailu Wu; Mu Zhou; Yunfei Yang; Sia Huat Tan; Kaidi Xu; Jiebo Song; Chenglong Bao; Kaisheng Ma (CVPR, 2020)

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

Multi-Glimpse Network: A Robust and Efficient Classification Architecture based on Recurrent Downsampled Attention. - Sia Huat Tan; Runpei Dong; Kaisheng Ma (BMVC, 2021)

A 400MHz NPU with 7.8TOPS2/W High-PerformanceGuaranteed Efficiency in 55nm for Multi-Mode Pruning and Diverse Quantization Using Pattern-Kernel Encoding and Reconfigurable MAC Units. - Zhanhong Tan; Sia Huat Tan; Jan-Henrik Lambrechts; Yannian Zhang; Yifu Wu; Kaisheng Ma (CICC, 2021)

An Unsupervised Deep Learning Approach for Real-World Image Denoising. - Dihan Zheng; Sia Huat Tan; Xiaowen Zhang; Zuoqiang Shi; Kaisheng Ma; Chenglong Bao (ICLR, 2021)

Non-Structured DNN Weight Pruning - Is It Beneficial in Any Platform? - Xiaolong Ma; Sheng Lin 001; Shaokai Ye; Zhezhi He; Linfeng Zhang 001; Geng Yuan; Sia Huat Tan; Zhengang Li; Deliang Fan; Xuehai Qian; Xue Lin 001; Kaisheng Ma; et al. (IEEE Trans. Neural Networks Learn. Syst., 2022)

CORSD: Class-Oriented Relational Self Distillation. - Muzhou Yu; Sia Huat Tan; Kailu Wu; Runpei Dong; Linfeng Zhang 001; Karsheng Ma (ICASSP, 2023)

CORSD: Class-Oriented Relational Self Distillation. - Muzhou Yu; Sia Huat Tan; Kailu Wu; Runpei Dong; Linfeng Zhang 001; Kaisheng Ma (CoRR, 2023)