| Pipelayer: A pipelined reram-based accelerator for deep learning L Song, X Qian, H Li, Y Chen 2017 IEEE international symposium on high performance computer architecture …, 2017 | 902 | 2017 |
| GraphR: Accelerating graph processing using ReRAM L Song, Y Zhuo, X Qian, H Li, Y Chen 2018 IEEE International Symposium on High Performance Computer Architecture …, 2018 | 332 | 2018 |
| CirCNN: accelerating and compressing deep neural networks using block-circulant weight matrices C Ding, S Liao, Y Wang, Z Li, N Liu, Y Zhuo, C Wang, X Qian, Y Bai, ... Proceedings of the 50th Annual IEEE/ACM International Symposium on …, 2017 | 331 | 2017 |
| 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 Proceedings of the Twenty-Fifth International Conference on Architectural …, 2020 | 278 | 2020 |
| Sc-dcnn: Highly-scalable deep convolutional neural network using stochastic computing A Ren, Z Li, C Ding, Q Qiu, Y Wang, J Li, X Qian, B Yuan ACM Sigplan Notices 52 (4), 405-418, 2017 | 261 | 2017 |
| GraphP: Reducing communication for PIM-based graph processing with efficient data partition M Zhang, Y Zhuo, C Wang, M Gao, Y Wu, K Chen, C Kozyrakis, X Qian 2018 IEEE International Symposium on High Performance Computer Architecture …, 2018 | 250 | 2018 |
| DudeTM: Building durable transactions with decoupling for persistent memory M Liu, M Zhang, K Chen, X Qian, Y Wu, W Zheng, J Ren ACM SIGPLAN Notices 52 (4), 329-343, 2017 | 244 | 2017 |
| Admm-nn: An algorithm-hardware co-design framework of dnns using alternating direction methods of multipliers A Ren, T Zhang, S Ye, J Li, W Xu, X Qian, X Lin, Y Wang Proceedings of the Twenty-Fourth International Conference on Architectural …, 2019 | 214 | 2019 |
| Graphq: Scalable pim-based graph processing Y Zhuo, C Wang, M Zhang, R Wang, D Niu, Y Wang, X Qian Proceedings of the 52nd Annual IEEE/ACM International Symposium on …, 2019 | 158 | 2019 |
| Capuchin: Tensor-based gpu memory management for deep learning X Peng, X Shi, H Dai, H Jin, W Ma, Q Xiong, F Yang, X Qian Proceedings of the Twenty-Fifth International Conference on Architectural …, 2020 | 153 | 2020 |
| Hypar: Towards hybrid parallelism for deep learning accelerator array L Song, J Mao, Y Zhuo, X Qian, H Li, Y Chen 2019 IEEE international symposium on high performance computer architecture …, 2019 | 132 | 2019 |
| PermDNN: Efficient compressed DNN architecture with permuted diagonal matrices C Deng, S Liao, Y Xie, KK Parhi, X Qian, B Yuan 2018 51st Annual IEEE/ACM international symposium on microarchitecture …, 2018 | 130 | 2018 |
| VIBNN: Hardware acceleration of Bayesian neural networks R Cai, A Ren, N Liu, C Ding, L Wang, X Qian, M Pedram, Y Wang ACM SIGPLAN Notices 53 (2), 476-488, 2018 | 115 | 2018 |
| Datasize-aware high dimensional configurations auto-tuning of in-memory cluster computing Z Yu, Z Bei, X Qian Proceedings of the Twenty-Third International Conference on Architectural …, 2018 | 113 | 2018 |
| Non-structured DNN weight pruning—Is it beneficial in any platform? X Ma, S Lin, S Ye, Z He, L Zhang, G Yuan, SH Tan, Z Li, D Fan, X Qian, ... IEEE transactions on neural networks and learning systems 33 (9), 4930-4944, 2021 | 107 | 2021 |
| Mix and match: A novel fpga-centric deep neural network quantization framework SE Chang, Y Li, M Sun, R Shi, HKH So, X Qian, Y Wang, X Lin 2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021 | 103 | 2021 |
| HEIF: Highly efficient stochastic computing-based inference framework for deep neural networks Z Li, J Li, A Ren, R Cai, C Ding, X Qian, J Draper, B Yuan, J Tang, Q Qiu, ... IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018 | 93 | 2018 |
| Neu-NoC: A high-efficient interconnection network for accelerated neuromorphic systems X Liu, W Wen, X Qian, H Li, Y Chen 2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC), 141-146, 2018 | 84 | 2018 |
| E-RNN: Design optimization for efficient recurrent neural networks in FPGAs Z Li, C Ding, S Wang, W Wen, Y Zhuo, C Liu, Q Qiu, W Xu, X Lin, X Qian, ... 2019 IEEE International Symposium on High Performance Computer Architecture …, 2019 | 83 | 2019 |
| Exploring the hidden dimension in graph processing M Zhang, Y Wu, K Chen, X Qian, X Li, W Zheng 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2016 | 83 | 2016 |
