Xiaolong Ma

AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates

Ning Liu, Xiaolong Ma, Zhiyuan Xu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 195 citations · Full text

Computing, Computer Engineering, Computer Science +17

PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices

Xiaolong Ma, Fu-Ming Guo, Wei Niu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 188 citations · Full text

Computing, Computer Engineering, Computer Science +15

Reversible Gates and Testability of One Dimensional Arrays of Molecular QCA

Xiaolong Ma, Jing Huang, Cecilia Metra et al. · Journal of Electronic Testing · 2008 · 98 citations

Engineering, Computer Engineering, Physics +13

Non-Structured DNN Weight Pruning—Is It Beneficial in Any Platform?

Xiaolong Ma, Sheng Lin, Shaokai Ye et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 96 citations · Full text

Engineering, Computer Engineering, Computer Science +15

FILM-QNN: Efficient FPGA Acceleration of Deep Neural Networks with Intra-Layer, Mixed-Precision Quantization

Mengshu Sun, Zhengang Li, Alec Lu et al. · 2022 · 85 citations

Computing, Computer Engineering, Computer Science +17