| Hygcn: A gcn accelerator with hybrid architecture M Yan, L Deng, X Hu, L Liang, Y Feng, X Ye, Z Zhang, D Fan, Y Xie 2020 IEEE International Symposium on High Performance Computer Architecture …, 2020 | 329 | 2020 |
| Rethinking the performance comparison between SNNS and ANNS L Deng, Y Wu, X Hu, L Liang, Y Ding, G Li, G Zhao, P Li, Y Xie Neural networks 121, 294-307, 2020 | 273 | 2020 |
| Deepsniffer: A dnn model extraction framework based on learning architectural hints X Hu, L Liang, S Li, L Deng, P Zuo, Y Ji, X Xie, Y Ding, C Liu, T Sherwood, ... Proceedings of the Twenty-Fifth International Conference on Architectural …, 2020 | 176* | 2020 |
| Tianjic: A unified and scalable chip bridging spike-based and continuous neural computation L Deng, G Wang, G Li, S Li, L Liang, M Zhu, Y Wu, Z Yang, Z Zou, J Pei, ... IEEE Journal of Solid-State Circuits 55 (8), 2228-2246, 2020 | 142 | 2020 |
| Scope: A stochastic computing engine for dram-based in-situ accelerator S Li, AO Glova, X Hu, P Gu, D Niu, KT Malladi, H Zheng, B Brennan, Y Xie 2018 51st Annual IEEE/ACM International Symposium on Microarchitecture …, 2018 | 118 | 2018 |
| Analysis and optimization of the memory hierarchy for graph processing workloads A Basak, S Li, X Hu, SM Oh, X Xie, L Zhao, X Jiang, Y Xie 2019 IEEE International Symposium on High Performance Computer Architecture …, 2019 | 95 | 2019 |
| Alleviating irregularity in graph analytics acceleration: A hardware/software co-design approach M Yan, X Hu, S Li, A Basak, H Li, X Ma, I Akgun, Y Feng, P Gu, L Deng, ... Proceedings of the 52nd Annual IEEE/ACM International Symposium on …, 2019 | 86 | 2019 |
| SpaceA: Sparse matrix vector multiplication on processing-in-memory accelerator X Xie, Z Liang, P Gu, A Basak, L Deng, L Liang, X Hu, Y Xie 2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021 | 85 | 2021 |
| FPSA: A full system stack solution for reconfigurable ReRAM-based NN accelerator architecture Y Ji, Y Zhang, X Xie, S Li, P Wang, X Hu, Y Zhang, Y Xie Proceedings of the Twenty-Fourth International Conference on Architectural …, 2019 | 81 | 2019 |
| RADAR: A 3D-ReRAM based DNA alignment accelerator architecture W Huangfu, S Li, X Hu, Y Xie Proceedings of the 55th Annual Design Automation Conference, 1-6, 2018 | 80 | 2018 |
| Medal: Scalable dimm based near data processing accelerator for dna seeding algorithm W Huangfu, X Li, S Li, X Hu, P Gu, Y Xie Proceedings of the 52nd Annual IEEE/ACM International Symposium on …, 2019 | 73 | 2019 |
| Comprehensive snn compression using admm optimization and activity regularization L Deng, Y Wu, Y Hu, L Liang, G Li, X Hu, Y Ding, P Li, Y Xie IEEE transactions on neural networks and learning systems 34 (6), 2791-2805, 2021 | 68 | 2021 |
| Exploring adversarial attack in spiking neural networks with spike-compatible gradient L Liang, X Hu, L Deng, Y Wu, G Li, Y Ding, P Li, Y Xie IEEE transactions on neural networks and learning systems 34 (5), 2569-2583, 2021 | 63 | 2021 |
| Dynamic sparse graph for efficient deep learning L Liu, L Deng, X Hu, M Zhu, G Li, Y Ding, Y Xie arXiv preprint arXiv:1810.00859, 2018 | 60 | 2018 |
| Rubik: A hierarchical architecture for efficient graph neural network training X Chen, Y Wang, X Xie, X Hu, A Basak, L Liang, M Yan, L Deng, Y Ding, ... IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021 | 59* | 2021 |
| Crossbar-aware neural network pruning L Liang, L Deng, Y Zeng, X Hu, Y Ji, X Ma, G Li, Y Xie IEEE Access 6, 58324-58337, 2018 | 59 | 2018 |
| Memory trojan attack on neural network accelerators Y Zhao, X Hu, S Li, J Ye, L Deng, Y Ji, J Xu, D Wu, Y Xie 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019 | 53 | 2019 |
| Die stacking is happening X Hu, D Stow, Y Xie IEEE micro 38 (1), 22-28, 2018 | 35 | 2018 |
| Practical attacks on deep neural networks by memory trojaning X Hu, Y Zhao, L Deng, L Liang, P Zuo, J Ye, Y Lin, Y Xie IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020 | 32 | 2020 |
| Duet: Boosting deep neural network efficiency on dual-module architecture L Liu, Z Qu, L Deng, F Tu, S Li, X Hu, Z Gu, Y Ding, Y Xie 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture …, 2020 | 29 | 2020 |
Yuan XieChair Professor of Hong Kong University of Science and Technology (HKUST)Verified email at ust.hk
