| 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 | 173 | 2020 |
| 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 | 147 | 2020 |
| 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 | 75 | 2013 |
| 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 | 66 | 2021 |
| 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 | 52 | 2021 |
| 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 | 44 | 2020 |
| Spvit: Enabling faster vision transformers via soft token pruning Z Kong, P Dong, X Ma, X Meng, M Sun, W Niu, X Shen, G Yuan, B Ren, ... arXiv preprint arXiv:2112.13890, 2021 | 41* | 2021 |
| 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 | 35 | 2015 |
| 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 | 35 | 2015 |
| 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 | 33 | 2019 |
| 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 | 32 | 2017 |
| 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 | 30 | 2016 |
| 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 | 26 | 2020 |
| 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 | 25 | 2020 |
| 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 | 23 | 2021 |
| 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 | 23 | 2019 |
| 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 | 21 | 2021 |
| Graphphi: efficient parallel graph processing on emerging throughput-oriented architectures Z Peng, A Powell, B Wu, T Bicer, B Ren Proceedings of the 27th International Conference on Parallel Architectures …, 2018 | 21 | 2018 |
| A programming system for xeon phis with runtime simd parallelization X Huo, B Ren, G Agrawal Proceedings of the 28th ACM international conference on Supercomputing, 283-292, 2014 | 21 | 2014 |
| 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 | 18 | 2020 |
Gagan AgrawalProfessor and Associate Dean Augusta University gagrawal@augusta.eduVerified email at augusta.edu
