
Yujun Lin
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2020 – today
- 2020
- [j7]Kuan Wang, Zhijian Liu, Yujun Lin, Ji Lin, Song Han
:
Hardware-Centric AutoML for Mixed-Precision Quantization. Int. J. Comput. Vis. 128(8): 2035-2048 (2020) - [j6]Han Cai, Ji Lin, Yujun Lin
, Zhijian Liu, Kuan Wang, Tianzhe Wang, Ligeng Zhu, Song Han:
AutoML for Architecting Efficient and Specialized Neural Networks. IEEE Micro 40(1): 75-82 (2020) - [j5]Yi Cai
, Yujun Lin
, Lixue Xia, Xiaoming Chen
, Song Han
, Yu Wang
, Huazhong Yang
:
Long Live TIME: Improving Lifetime and Security for NVM-Based Training-in-Memory Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(12): 4707-4720 (2020) - [c16]Tianzhe Wang, Kuan Wang, Han Cai, Ji Lin, Zhijian Liu, Hanrui Wang, Yujun Lin, Song Han:
APQ: Joint Search for Network Architecture, Pruning and Quantization Policy. CVPR 2020: 2075-2084 - [c15]Haotian Tang, Zhijian Liu, Shengyu Zhao, Yujun Lin, Ji Lin, Hanrui Wang, Song Han:
Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution. ECCV (28) 2020: 685-702 - [c14]Zhanghao Wu, Zhijian Liu, Ji Lin, Yujun Lin, Song Han:
Lite Transformer with Long-Short Range Attention. ICLR 2020 - [c13]Ji Lin, Wei-Ming Chen, Yujun Lin, John Cohn, Chuang Gan, Song Han:
MCUNet: Tiny Deep Learning on IoT Devices. NeurIPS 2020 - [i8]Zhanghao Wu, Zhijian Liu, Ji Lin, Yujun Lin, Song Han:
Lite Transformer with Long-Short Range Attention. CoRR abs/2004.11886 (2020) - [i7]Ji Lin, Wei-Ming Chen, Yujun Lin, John Cohn, Chuang Gan, Song Han:
MCUNet: Tiny Deep Learning on IoT Devices. CoRR abs/2007.10319 (2020) - [i6]Haotian Tang, Zhijian Liu, Shengyu Zhao, Yujun Lin, Ji Lin, Hanrui Wang, Song Han:
Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution. CoRR abs/2007.16100 (2020) - [i5]Kuan Wang, Zhijian Liu, Yujun Lin, Ji Lin, Song Han:
Hardware-Centric AutoML for Mixed-Precision Quantization. CoRR abs/2008.04878 (2020)
2010 – 2019
- 2019
- [c12]Kuan Wang, Zhijian Liu, Yujun Lin, Ji Lin, Song Han:
HAQ: Hardware-Aware Automated Quantization With Mixed Precision. CVPR 2019: 8612-8620 - [c11]Zhenhua Zhu, Hanbo Sun, Yujun Lin
, Guohao Dai, Lixue Xia, Song Han, Yu Wang, Huazhong Yang:
A Configurable Multi-Precision CNN Computing Framework Based on Single Bit RRAM. DAC 2019: 56 - [c10]Shulin Zeng, Yujun Lin, Shuang Liang, Junlong Kang, Dongliang Xie, Yi Shan, Song Han, Yu Wang, Huazhong Yang:
A Fine-Grained Sparse Accelerator for Multi-Precision DNN. FPGA 2019: 185 - [c9]Zhijian Liu, Haotian Tang, Yujun Lin, Song Han:
Point-Voxel CNN for Efficient 3D Deep Learning. NeurIPS 2019: 963-973 - [i4]Song Han, Han Cai, Ligeng Zhu, Ji Lin, Kuan Wang, Zhijian Liu, Yujun Lin:
Design Automation for Efficient Deep Learning Computing. CoRR abs/1904.10616 (2019) - [i3]Zhijian Liu, Haotian Tang, Yujun Lin
, Song Han:
Point-Voxel CNN for Efficient 3D Deep Learning. CoRR abs/1907.03739 (2019) - 2018
- [j4]Zhijun Zhang
, Yujun Lin, Shuai Li
, Yuanqing Li, Zhuliang Yu
, Yamei Luo:
Tricriteria Optimization-Coordination Motion of Dual-Redundant-Robot Manipulators for Complex Path Planning. IEEE Trans. Control. Syst. Technol. 26(4): 1345-1357 (2018) - [c8]Yi Cai, Yujun Lin
, Lixue Xia, Xiaoming Chen, Song Han, Yu Wang, Huazhong Yang:
Long live TIME: improving lifetime for training-in-memory engines by structured gradient sparsification. DAC 2018: 107:1-107:6 - [c7]Yujun Lin, Song Han, Huizi Mao, Yu Wang, Bill Dally:
Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training. ICLR (Poster) 2018 - [i2]Kuan Wang, Zhijian Liu, Yujun Lin
, Ji Lin, Song Han:
HAQ: Hardware-Aware Automated Quantization. CoRR abs/1811.08886 (2018) - 2017
- [j3]Weiwu Yan, Di Tang, Yujun Lin:
A Data-Driven Soft Sensor Modeling Method Based on Deep Learning and its Application. IEEE Trans. Ind. Electron. 64(5): 4237-4245 (2017) - [c6]Jiaxin Huang, Fengli Xu, Yujun Lin
, Yong Li:
On the Understanding of Interdependency of Mobile App Usage. MASS 2017: 471-475 - [c5]Yo-Hao Tu, Kai-Wen Yao, Minghao Huang, Yu-Yun Lin, Hao-Yu Chi, Po-Min Cheng, Pei-Yun Tsai, Muh-Tian Shiue, Chien-Nan Liu, Kuo-Hsing Cheng, Jia-Shiang Fu:
A body sensor node SoC for ECG/EMG applications with compressed sensing and wireless powering. VLSI-DAT 2017: 1-4 - [i1]Yujun Lin
, Song Han, Huizi Mao, Yu Wang, William J. Dally:
Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training. CoRR abs/1712.01887 (2017) - 2016
- [j2]Fengli Xu, Yu-Yun Lin
, Jiaxin Huang, Di Wu, Hongzhi Shi, Jeungeun Song, Yong Li:
Big Data Driven Mobile Traffic Understanding and Forecasting: A Time Series Approach. IEEE Trans. Serv. Comput. 9(5): 796-805 (2016) - 2015
- [c4]Yujun Lin, Weiwu Yan:
Study of soft sensor modeling based on deep learning. ACC 2015: 5830-5835 - 2014
- [j1]Lei Wang, Jui-Yu Yang, Yu-Yun Lin, Wei-Jun Lin:
Keeping Desired QoS by a Partial Coverage Algorithm for Cluster-Based Wireless Sensor Networks. J. Networks 9(12): 3221-3229 (2014) - [c3]Peng-Hsiang Kao, Xuan-Bo Wang, Yu-Yun Lin, Lei Wang:
Extending lifespan of a sensor network by partial coverage strategy. ICS 2014: 401-411 - 2012
- [c2]Yujun Lin, Ting Luo, Sheng Yao, Kaikai Mo, Tingting Xu, Caiming Zhong:
An improved clustering method based on k-means. FSKD 2012: 734-737 - [c1]Yujun Lin, Qiaodi Zhuang, Ran Yang:
Image reconstruction of dynamic MRI based on adaptive motion estimation. ICARCV 2012: 1586-1590
Coauthor Index

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