متابعة
Bin Ren
Bin Ren
William & Mary; Pacific Northwest National Laboratories; Ohio State University
بريد إلكتروني تم التحقق منه على cs.wm.edu - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
2982020
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
2142022
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
2142020
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
1612021
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
1242021
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
1102021
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
782013
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
692022
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
622020
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
572021
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
462019
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
422017
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
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
372020
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
362021
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
352019
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
342016
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
Petascale XCT: 3D image reconstruction with hierarchical communications on multi-GPU nodes‏
M Hidayetoğlu, T Bicer, SG De Gonzalo, B Ren, V De Andrade, D Gursoy, ...‏
SC20: International Conference for High Performance Computing, Networking …, 2020‏
322020
Compiler-aware neural architecture search for on-mobile real-time super-resolution‏
Y Wu, Y Gong, P Zhao, Y Li, Z Zhan, W Niu, H Tang, M Qin, B Ren, ...‏
European Conference on Computer Vision, 92-111, 2022‏
312022
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مقالات 1–20