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Bin Ren
Bin Ren
William & Mary; Pacific Northwest National Laboratories; Ohio State University
Verified email at cs.wm.edu - Homepage
Title
Cited by
Cited by
Year
PatDNN: Achieving Real-Time DNN Execution on Mobile Devices with Pattern-based Weight Pruning
W Niu, X Ma, S Lin, S Wang, X Qian, X Lin, Y Wang, B Ren
ASPLOS '20: Proceedings of the Twenty-Fifth International Conference on …, 2020
2392020
Pconv: The missing but desirable sparsity in dnn weight pruning for real-time execution on mobile devices
X Ma, FM Guo, W Niu, X Lin, J Tang, K Ma, B Ren, Y Wang
Proceedings of the AAAI conference on artificial intelligence 34 (04), 5117-5124, 2020
1682020
Yolobile: Real-time object detection on mobile devices via compression-compilation co-design
Y Cai, H Li, G Yuan, W Niu, Y Li, X Tang, B Ren, Y Wang
Proceedings of the AAAI conference on artificial intelligence 35 (2), 955-963, 2021
952021
Spvit: Enabling faster vision transformers via latency-aware soft token pruning
Z Kong, P Dong, X Ma, X Meng, W Niu, M Sun, X Shen, G Yuan, B Ren, ...
European Conference on Computer Vision, 620-640, 2022
92*2022
DNNFusion: accelerating deep neural networks execution with advanced operator fusion
W Niu, J Guan, Y Wang, G Agrawal, B Ren
Proceedings of the 42nd ACM SIGPLAN International Conference on Programming …, 2021
882021
SIMD Parallelization of Applications that Traverse Irregular Data Structures
B Ren, G Agrawal, JR Larus, T Mytkowicz, T Poutanen, W Schulte
2013 International Symposium on Code Generation and Optimization, 1-10, 2013
772013
Rtmobile: Beyond real-time mobile acceleration of rnns for speech recognition
P Dong, S Wang, W Niu, C Zhang, S Lin, Z Li, Y Gong, B Ren, X Lin, ...
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
552020
MemXCT: Memory-centric X-ray CT reconstruction with massive parallelization
M Hidayetoğlu, T Biçer, SG De Gonzalo, B Ren, D Gürsoy, R Kettimuthu, ...
Proceedings of the International Conference for High Performance Computing …, 2019
382019
Efficient and Simplified Parallel Graph Processing over CPU and MIC
L Chen, X Huo, B Ren, S Jain, G Agrawal
International Parallel & Distributed Processing Symposium 2015, 2015
382015
Real-time data analysis and autonomous steering of synchrotron light source experiments
T Bicer, D Gursoy, R Kettimuthu, IT Foster, B Ren, V De Andrede, ...
2017 IEEE 13th International Conference on e-Science (e-Science), 59-68, 2017
372017
Achieving on-mobile real-time super-resolution with neural architecture and pruning search
Z Zhan, Y Gong, P Zhao, G Yuan, W Niu, Y Wu, T Zhang, M Jayaweera, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
352021
Efficient execution of recursive programs on commodity vector hardware
B Ren, Y Jo, S Krishnamoorthy, K Agrawal, M Kulkarni
Proceedings of the 36th ACM SIGPLAN Conference on Programming Language …, 2015
342015
Microspec: Speculation-centric fine-grained parallelization for fsm computations
J Qiu, Z Zhao, B Ren
Proceedings of the 2016 International Conference on Parallel Architectures …, 2016
322016
Mest: Accurate and fast memory-economic sparse training framework on the edge
G Yuan, X Ma, W Niu, Z Li, Z Kong, N Liu, Y Gong, Z Zhan, C He, Q Jin, ...
Advances in Neural Information Processing Systems 34, 20838-20850, 2021
312021
Atmem: Adaptive data placement in graph applications on heterogeneous memories
Y Chen, IB Peng, Z Peng, X Liu, B Ren
Proceedings of the 18th ACM/IEEE International Symposium on Code Generation …, 2020
312020
SparCL: Sparse continual learning on the edge
Z Wang, Z Zhan, Y Gong, G Yuan, W Niu, T Jian, B Ren, S Ioannidis, ...
Advances in Neural Information Processing Systems 35, 20366-20380, 2022
282022
An image enhancing pattern-based sparsity for real-time inference on mobile devices
X Ma, W Niu, T Zhang, S Liu, S Lin, H Li, W Wen, X Chen, J Tang, K Ma, ...
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
282020
Npas: A compiler-aware framework of unified network pruning and architecture search for beyond real-time mobile acceleration
Z Li, G Yuan, W Niu, P Zhao, Y Li, Y Cai, X Shen, Z Zhan, Z Kong, Q Jin, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
272021
26ms inference time for resnet-50: Towards real-time execution of all dnns on smartphone
W Niu, X Ma, Y Wang, B Ren
arXiv preprint arXiv:1905.00571, 2019
262019
A privacy-preserving-oriented dnn pruning and mobile acceleration framework
Y Gong, Z Zhan, Z Li, W Niu, X Ma, W Wang, B Ren, C Ding, X Lin, X Xu, ...
Proceedings of the 2020 on Great Lakes Symposium on VLSI, 119-124, 2020
242020
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