Xiaolong Ma
Australian National University(AU)Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)(CN)
Publications by Year
Research Areas
Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, Adversarial Robustness in Machine Learning, Advanced Memory and Neural Computing, Human Pose and Action Recognition
Most-Cited Works
- → AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates(2020)194 cited
- → PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices(2020)187 cited
- → Reversible Gates and Testability of One Dimensional Arrays of Molecular QCA(2008)98 cited
- → Non-Structured DNN Weight Pruning—Is It Beneficial in Any Platform?(2021)94 cited
- → FILM-QNN: Efficient FPGA Acceleration of Deep Neural Networks with Intra-Layer, Mixed-Precision Quantization(2022)81 cited
- → CHEX: CHannel EXploration for CNN Model Compression(2022)80 cited
- → StructADMM: Achieving Ultrahigh Efficiency in Structured Pruning for DNNs