Song Han - Concepedia

Author

Song Han

Massachusetts Institute of Technology ORCID

Also Known As

Han Song, Han, Song, Song Han, Song, Han, Sun, Maosong

228

Publications

33.5K

Citations

H-Index

203

Concepts

All Affiliations

Massachusetts Institute of Technology Tsinghua University Stanford University IBM (United States)Moscow Institute of Thermal Technology

About

Song Han is an author at Massachusetts Institute of Technology specializing in engineering, computer science, and deep learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	51	91	20.3K
2	Education	2	2	239
3	Arts	1	1	61
4	Business	1	1	31
5	Health Sciences	1	1	131

Song Han

121

Publications

29.9K

Citations

H-Index

Page 1

	Year	Citations
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size Forrest Iandola, Song Han, Matthew W. Moskewicz, arXiv (Cornell University)	2016	5.9K
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding Song Han, Huizi Mao, William J. Dally arXiv (Cornell University) Convolutional Neural NetworkEngineeringMachine LearningComputer ArchitectureData Science	2015	3.5K
EIE Song Han, Xingyu Liu, Huizi Mao, ACM SIGARCH Computer Architecture News EngineeringMachine LearningCompressed Network ModelEnergy EfficiencyHardware Acceleration	2016	2K
TSM: Temporal Shift Module for Efficient Video Understanding Ji Lin, Chuang Gan, Song Han Image AnalysisMachine VisionMachine LearningEngineeringPattern Recognition	2019	1.9K
ProxylessNAS: Direct Neural Architecture Search on Target Task and\n Hardware Han Cai, Ligeng Zhu, Song Han arXiv (Cornell University)	2018	1.3K
EIE: Efficient Inference Engine on Compressed Deep Neural Network Song Han, Xingyu Liu, Huizi Mao, EngineeringMachine LearningCompressed Network ModelEnergy EfficiencyEdge Computing	2016	953
BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation Zhijian Liu, Haotian Tang, Alexander Amini, 3D Computer VisionMachine VisionImage AnalysisData ScienceMulti-task Multi-sensor Fusion	2023	906
HAQ: Hardware-Aware Automated Quantization With Mixed Precision Kuan Wang, Zhijian Liu, Yujun Lin,	2019	894
Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey Lei Deng, Guoqi Li, Song Han, Proceedings of the IEEE Artificial IntelligenceDeep Neural NetworksEngineeringMachine LearningHardware Acceleration	2020	887
Trained Ternary Quantization Chenzhuo Zhu, Song Han, Huizi Mao, arXiv (Cornell University) Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningQuantum Computing	2016	745

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