Publications
Weidong Cao, Yilong Zhao(Co-First-Author), Adith Boloor, Yinhe Han, Xuan Zhang, and Li Jiang, “Neural-PIM: Efficient Processing-In-Memory with Neural Approximation of Peripherals, “ in IEEE Transactions on Computers, (Accepted)
Fangxin Liu, Wenbo Zhao, Zhezhi He, Zongwu Wang, Yilong Zhao, Yongbiao Chen and Li Jiang , Bit-Transformer: Transforming Bit-level Sparsity into Higher Preformance in ReRAM-based Accelerator, In Proceedings of the 40th International Conference on Computer-Aided Design (ICCAD ‘21). (Accepted)
Liu F, Zhao W, Zhao Y, Wang Z, Yang T, He Z, Jing N, Liang X, Jiang L. SME: ReRAM-based Sparse-Multiplication-Engine to Squeeze-Out Bit Sparsity of Neural Network. arXiv preprint arXiv:2103.01705. 2021 Mar 2.
Yilong Zhao, Zhezhi He, Naifeng Jing, Xiaoyao Liang, and Li Jiang. 2021. Re2PIM: A Reconfigurable ReRAM-Based PIM Design for Variable-Sized Vector-Matrix Multiplication. In Proceedings of the 2021 on Great Lakes Symposium on VLSI (GLSVLSI ‘21). Association for Computing Machinery, New York, NY, USA, 15–20.
Tao Yang, Dongyue Li, Yibo Han, Yilong Zhao, Fangxin Liu, Xiaoyao Liang, Zhezhi He, Li Jiang, PIMGCN: A ReRAM-Based PIM Design for Graph Convolutional Network Acceleration, ACM/IEEE Design Automation Conference, DAC, 2021, (Accepted)
Z. Meng, W. Oian, Y. Zhao, Y. Sun, R. Yang and L. Jiang, “Digital Offset for RRAM-based Neuromorphic Computing: A Novel Solution to Conquer Cycle-to-cycle Variation,” 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2021, pp. 1078-1083, doi: 10.23919/DATE51398.2021.9474179.
Yanan Sun, Chang Ma, Zhi Li, Yilong Zhao, Jiachen Jiang, Weikang Qian, Rui Yang, Zhezhi He and Li Jiang, “Unary Coding and Variation-Aware Optimal Mapping Scheme for Reliable ReRAM-based Neuromorphic Computing,” in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2021
Zhuoran Song, Yilong Zhao, Yanan Sun, Xiaoyao Liang and Li Jiang.ESNreram: An Energy-Efficient Sparse Neural Network Based on Resistive Random-Access Memory. Proceedings of the 2020 on Great Lakes Symposium on VLSI, GLSVLSI. 2020: 291-296.
Chaoqun Chu, Yanzhi Wang, Yilong Zhao, Xiaolong Ma, Shaokai Ye, Yunyan Hong, Xiaoyao Liang, Yinhe Han and Li Jiang. PIM-Prune: Fine-Grain DCNN pruning for Crossbar-based Process-In-Memory architecture. ACM/IEEE Design Automation Conference, DAC, 2020
Jia Wang, Yilong Zhao, Xin Huang and Guangqiang He. High Speed Polarization-Division Multiplexing Transmissions Based on the Nonlinear Fourier Transform, ZTE COMMUNICATIONS 17, 3 (2019).
Aiguo Sheng, Yilong Zhao, and Guangqiang He, “Characterization of Kerr Solitons in Microresonators with Parameter Optimization and Nonlinear Fourier Spectrum,” in Conference on Lasers and Electro-Optics, OSA Technical Digest (Optical Society of America, 2019), paper JW2A.47.
Aiguo Sheng, Yilong Zhao, and Guangqiang He, “Quadratic soliton combs in doubly resonant half-harmonic generation,” in Nonlinear Optics (NLO), OSA Technical Digest (Optical Society of America, 2019), paper NTu4A.18.
Patents
Li Jiang, Yilong Zhao, “Reconfigurable Architecture, Accelerator,Circuit Deployment and Dataflow Methods,” Application No.202010910280.5
Li Jiang, Yilong Zhao, Xiaosong Cui, Yun Chen, Jianxing Liao, “Neural Network Circuit,” Application No.202010729402.0