HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark C Li, Z Yu, Y Fu, Y Zhang, Y Zhao, H You, Q Yu, Y Wang, Y Lin International Conference on Learning Representations (ICLR 2021 Spotlight), 2021 | 112 | 2021 |
AutoDNNchip: An automated dnn chip predictor and builder for both FPGAs and ASICs P Xu, X Zhang, C Hao, Y Zhao, Y Zhang, Y Wang, C Li, Z Guan, D Chen, ... Proceedings of the 2020 ACM/SIGDA International Symposium on Field …, 2020 | 104 | 2020 |
I-GCN: A Graph Convolutional Network Accelerator with Runtime Locality Enhancement through Islandization T Geng, C Wu, Y Zhang, C Tan, C Xie, H You, M Herbordt, Y Lin, A Li MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture …, 2021 | 87 | 2021 |
Shiftaddnet: A hardware-inspired deep network H You, X Chen, Y Zhang, C Li, S Li, Z Liu, Z Wang, Y Lin Advances in Neural Information Processing Systems 33, 2771-2783, 2020 | 75 | 2020 |
DNN-chip predictor: An analytical performance predictor for DNN accelerators with various dataflows and hardware architectures Y Zhao, C Li, Y Wang, P Xu, Y Zhang, Y Lin ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 48 | 2020 |
Gcod: Graph convolutional network acceleration via dedicated algorithm and accelerator co-design H You, T Geng, Y Zhang, A Li, Y Lin 2022 IEEE International Symposium on High-Performance Computer Architecture …, 2022 | 40 | 2022 |
G-CoS: GNN-Accelerator Co-Search Towards Both Better Accuracy and Efficiency Y Zhang, H You, Y Fu, T Geng, A Li, Y Lin 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021 | 24 | 2021 |
Auto-NBA: Efficient and effective search over the joint space of networks, bitwidths, and accelerators Y Fu, Y Zhang, Y Zhang, D Cox, Y Lin International Conference on Machine Learning, 3505-3517, 2021 | 19 | 2021 |
Dna: Differentiable network-accelerator co-search Y Zhang, Y Fu, W Jiang, C Li, H You, M Li, V Chandra, Y Lin arXiv preprint arXiv:2010.14778, 2020 | 17 | 2020 |
GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models Y Fu, Y Zhang, Z Yu, S Li, Z Ye, C Li, C Wan, YC Lin 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-9, 2023 | 13 | 2023 |
EyeCoD: eye tracking system acceleration via flatcam-based algorithm & accelerator co-design H You, C Wan, Y Zhao, Z Yu, Y Fu, J Yuan, S Wu, S Zhang, Y Zhang, C Li, ... Proceedings of the 49th Annual International Symposium on Computer …, 2022 | 9 | 2022 |
O-HAS: Optical Hardware Accelerator Search for Boosting Both Acceleration Performance and Development Speed M Li, Z Yu, Y Zhang, Y Fu, Y Lin 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021 | 9 | 2021 |
DIAN: Differentiable accelerator-network co-search towards maximal dnn efficiency Y Zhang, Y Fu, W Jiang, C Li, H You, M Li, V Chandra, Y Lin 2021 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2021 | 9 | 2021 |
i-FlatCam: A 253 FPS, 91.49 µJ/Frame Ultra-Compact Intelligent Lensless Camera for Real-Time and Efficient Eye Tracking in VR/AR Y Zhao, Z Li, Y Fu, Y Zhang, C Li, C Wan, H You, S Wu, X Ouyang, ... 2022 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and …, 2022 | 7 | 2022 |
Auto-Agent-Distiller: Towards Efficient Deep Reinforcement Learning Agents via Neural Architecture Search Y Fu, Z Yu, Y Zhang, Y Lin arXiv preprint arXiv:2012.13091, 2020 | 7 | 2020 |
e-G2C: A 0.14-to-8.31 µJ/Inference NN-based Processor with Continuous On-chip Adaptation for Anomaly Detection and ECG Conversion from EGM Y Zhao, Y Zhang, Y Fu, X Ouyang, C Wan, S Wu, A Banta, MM John, ... 2022 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and …, 2022 | 5 | 2022 |
A3C-S: Automated Agent Accelerator Co-Search towards Efficient Deep Reinforcement Learning Y Fu, Y Zhang, C Li, Z Yu, Y Lin 2021 58th ACM/IEEE Design Automation Conference (DAC), 13-18, 2021 | 5 | 2021 |
FCsN: A FPGA-Centric SmartNIC Framework for Neural Networks A Guo, T Geng, Y Zhang, P Haghi, C Wu, C Tan, Y Lin, A Li, M Herbordt 2022 IEEE 30th Annual International Symposium on Field-Programmable Custom …, 2022 | 4 | 2022 |
RT-RCG: Neural network and accelerator search towards effective and real-time ECG reconstruction from intracardiac electrograms Y Zhang, A Banta, Y Fu, MM John, A Post, M Razavi, J Cavallaro, ... ACM Journal on Emerging Technologies in Computing Systems (JETC) 18 (2), 1-25, 2022 | 4 | 2022 |
InstantNet: Automated Generation and Deployment of Instantaneously Switchable-Precision Networks Y Fu, Z Yu, Y Zhang, Y Jiang, C Li, Y Liang, M Jiang, Z Wang, Y Lin 2021 58th ACM/IEEE Design Automation Conference (DAC), 757-762, 2021 | 4 | 2021 |