Di Liu 0002 - researchr alias

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Viewing Publication 1 - 16 from 16

2023

MUGNoC: A Software-Configured Multicast-Unicast-Gather NoC for Accelerating CNN DataflowsHui Chen 0016, Di Liu 0002, Shiqing Li, Shuo Huai, Xiangzhong Luo, Weichen Liu. aspdac 2023: 308-313 [doi]

Energy-efficient computation offloading strategy with task priority in cloud assisted multi-access edge computingZhenli He, Yanan Xu, Di Liu 0002, Wei Zhou, Keqin Li 0001. fgcs, 148:298-313, November 2023. [doi]

Latency-constrained DNN architecture learning for edge systems using zerorized batch normalizationShuo Huai, Di Liu 0002, Hao Kong, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin. fgcs, 142:314-327, May 2023. [doi]

On Hardware-Aware Design and Optimization of Edge IntelligenceShuo Huai, Hao Kong, Xiangzhong Luo, Di Liu 0002, Ravi Subramaniam, Christian Makaya, Qian Lin 0001, Weichen Liu. dt, 40(6):149-162, December 2023. [doi]

Crossbar-Aligned & Integer-Only Neural Network Compression for Efficient in-Memory AccelerationShuo Huai, Di Liu 0002, Xiangzhong Luo, Hui Chen 0016, Weichen Liu, Ravi Subramaniam. aspdac 2023: 234-239 [doi]

EdgeCompress: Coupling Multidimensional Model Compression and Dynamic Inference for EdgeAIHao Kong, Di Liu 0002, Shuo Huai, Xiangzhong Luo, Ravi Subramaniam, Christian Makaya, Qian Lin 0001, Weichen Liu. tcad, 42(12):4657-4670, December 2023. [doi]

Towards Efficient Convolutional Neural Network for Embedded Hardware via Multi-Dimensional PruningHao Kong, Di Liu 0002, Xiangzhong Luo, Shuo Huai, Ravi Subramaniam, Christian Makaya, Qian Lin 0001, Weichen Liu. dac 2023: 1-6 [doi]

EMNAPE: Efficient Multi-Dimensional Neural Architecture Pruning for EdgeAIHao Kong, Xiangzhong Luo, Shuo Huai, Di Liu 0002, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu. date 2023: 1-2 [doi]

Efficient FPGA-Based Sparse Matrix-Vector Multiplication With Data Reuse-Aware CompressionShiqing Li, Di Liu 0002, Weichen Liu. tcad, 42(12):4606-4617, December 2023. [doi]

LightNAS: On Lightweight and Scalable Neural Architecture Search for Embedded PlatformsXiangzhong Luo, Di Liu 0002, Hao Kong, Shuo Huai, Hui Chen 0016, Weichen Liu. tcad, 42(6):1784-1797, June 2023. [doi]

SurgeNAS: A Comprehensive Surgery on Hardware-Aware Differentiable Neural Architecture SearchXiangzhong Luo, Di Liu 0002, Hao Kong, Shuo Huai, Hui Chen 0016, Weichen Liu. TC, 72(4):1081-1094, April 2023. [doi]

OCAP: On-device Class-Aware Pruning for personalized edge DNN modelsYe-Da Ma, Zhi-chao Zhao, Di Liu 0002, Zhenli He, Wei Zhou 0011. jsa, 142:102956, September 2023. [doi]

Improving robustness of convolutional neural networks using element-wise activation scalingZhi-Yuan Zhang, Hao Ren, Zhenli He, Wei Zhou, Di Liu 0002. fgcs, 149:136-149, December 2023. [doi]

FAT: An In-Memory Accelerator With Fast Addition for Ternary Weight Neural NetworksShien Zhu, Luan H. K. Duong, Hui Chen 0016, Di Liu 0002, Weichen Liu. tcad, 42(3):781-794, March 2023. [doi]

2022

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