| PIM-prune: fine-grain DCNN pruning for crossbar-based process-in-memory architecture C Chu, Y Wang, Y Zhao, X Ma, S Ye, Y Hong, X Liang, Y Han, L Jiang 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 54 | 2020 |
| An Ultra-Efficient Memristor-Based DNN Framework with Structured Weight Pruning and Quantization Using ADMM G Yuan, X Ma, C Ding, S Lin, T Zhang, ZS Jalali, Y Zhao, L Jiang, ... 2019 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2019 | 54 | 2019 |
| PIMGCN: A ReRAM-Based PIM Design for Graph Convolutional Network Acceleration T Yang, D Li, Y Han, Y Zhao, F Liu, X Liang, Z He, L Jiang 2021 58th ACM/IEEE Design Automation Conference (DAC), 583-588, 2021 | 24 | 2021 |
| Neural-PIM: Efficient processing-in-memory with neural approximation of peripherals W Cao, Y Zhao, A Boloor, Y Han, X Zhang, L Jiang IEEE Transactions on Computers 71 (9), 2142-2155, 2021 | 19 | 2021 |
| SME: ReRAM-based Sparse-Multiplication-Engine to Squeeze-Out Bit Sparsity of Neural Network F Liu, W Zhao, Z He, Z Wang, Y Zhao, T Yang, J Feng, X Liang, L Jiang 2021 IEEE 39th International Conference on Computer Design (ICCD), 417-424, 2021 | 19 | 2021 |
| Unary coding and variation-aware optimal mapping scheme for reliable ReRAM-based neuromorphic computing Y Sun, C Ma, Z Li, Y Zhao, J Jiang, W Qian, R Yang, Z He, L Jiang IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021 | 19 | 2021 |
| Bit-transformer: Transforming bit-level sparsity into higher preformance in reram-based accelerator F Liu, W Zhao, Z He, Z Wang, Y Zhao, Y Chen, L Jiang 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021 | 18 | 2021 |
| IVQ: In-memory acceleration of DNN inference exploiting varied quantization F Liu, W Zhao, Z Wang, Y Zhao, T Yang, Y Chen, L Jiang IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022 | 8 | 2022 |
| Digital Offset for RRAM-based Neuromorphic Computing: A Novel Solution to Conquer Cycle-to-cycle Variation Z Meng, W Oian, Y Zhao, Y Sun, R Yang, L Jiang 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2021 | 8 | 2021 |
| DTATrans: Leveraging dynamic token-based quantization with accuracy compensation mechanism for efficient transformer architecture T Yang, F Ma, X Li, F Liu, Y Zhao, Z He, L Jiang IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022 | 7 | 2022 |
| Pasgcn: An reram-based pim design for gcn with adaptively sparsified graphs T Yang, D Li, F Ma, Z Song, Y Zhao, J Zhang, F Liu, L Jiang IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022 | 7 | 2022 |
| Re2PIM: A Reconfigurable ReRAM-Based PIM Design for Variable-Sized Vector-Matrix Multiplication Y Zhao, Z He, N Jing, X Liang, L Jiang Proceedings of the 2021 on Great Lakes Symposium on VLSI, 15-20, 2021 | 4 | 2021 |
| RePAST: A ReRAM-based PIM Accelerator for Second-order Training of DNN Y Zhao, L Jiang, M Gao, N Jing, C Gu, Q Tang, F Liu, T Yang, X Liang arXiv preprint arXiv:2210.15255, 2022 | 2 | 2022 |
| PIMPR: PIM-based Personalized Recommendation with Heterogeneous Memory Hierarchy T Yang, H Ma, Y Zhao, F Liu, Z He, X Sun, L Jiang 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023 | 1 | 2023 |
| ESNreram: An Energy-Efficient Sparse Neural Network Based on Resistive Random-Access Memory Z Song, Y Zhao, Y Sun, X Liang, L Jiang Proceedings of the 2020 on Great Lakes Symposium on VLSI, 291-296, 2020 | 1 | 2020 |
| High speed polarization-division multiplexing transmissions based on the nonlinear fourier transform J WANG, Y ZHAO, X HUANG, G HE ZTE Communications 17 (3), 50-55, 2019 | 1 | 2019 |
| Quadratic soliton combs in doubly resonant half-harmonic generation A Sheng, Y Zhao, G He Nonlinear Optics, NTu4A. 18, 2019 | | 2019 |
| Characterization of Kerr Solitons in Microresonators with Parameter Optimization and Nonlinear Fourier Spectrum A Sheng, Y Zhao, G He CLEO: Science and Innovations, JW2A. 47, 2019 | | 2019 |
