| FP-BNN: Binarized neural network on FPGA S Liang, S Yin, L Liu, W Luk, S Wei Neurocomputing 275, 1072-1086, 2018 | 363 | 2018 |
| DNNVM: End-to-end compiler leveraging heterogeneous optimizations on FPGA-based CNN accelerators Y Xing, S Liang, L Sui, X Jia, J Qiu, X Liu, Y Wang, Y Shan, Y Wang IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2019 | 87 | 2019 |
| Evaluating efficient performance estimators of neural architectures X Ning, C Tang, W Li, Z Zhou, S Liang, H Yang, Y Wang Advances in Neural Information Processing Systems 34, 12265-12277, 2021 | 86 | 2021 |
| Real-time object detection and semantic segmentation hardware system with deep learning networks S Fang, L Tian, J Wang, S Liang, D Xie, Z Chen, L Sui, Q Yu, X Sun, ... 2018 International conference on field-programmable technology (FPT), 389-392, 2018 | 28 | 2018 |
| Compressed CNN training with FPGA-based accelerator K Guo, S Liang, J Yu, X Ning, W Li, Y Wang, H Yang Proceedings of the 2019 ACM/SIGDA International Symposium on Field …, 2019 | 22 | 2019 |
| Reconfigurable processor for deep learning in autonomous vehicles Y Wang, S Liang, S Yao, Y Shan, S Han, J Peng, H Luo ITU Journal: ICT Discoveries 1, 2017 | 18 | 2017 |
| A coarse-grained reconfigurable architecture for compute-intensive MapReduce acceleration S Liang, S Yin, L Liu, Y Guo, S Wei IEEE Computer Architecture Letters 15 (2), 69-72, 2015 | 17 | 2015 |
| DNNVM: End-to-end compiler leveraging operation fusion on FPGA-based CNN accelerators Y Xing, S Liang, L Sui, Z Zhang, J Qiu, X Jia, X Liu, Y Wang, Y Shan, ... Proceedings of the 2019 ACM/SIGDA International Symposium on Field …, 2019 | 14 | 2019 |
| A surgery of the neural architecture evaluators X Ning14, W Li, Z Zhou, T Zhao24, Y Zheng, S Liang14, H Yang, Y Wang arXiv preprint arXiv:2008.03064, 2020 | 12 | 2020 |
| On-chip instruction generation for cross-layer CNN accelerator on FPGA Y Hu, S Liang, J Yu, Y Wang, H Yang 2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 7-12, 2019 | 10 | 2019 |
| TA-GATES: An encoding scheme for neural network architectures X Ning, Z Zhou, J Zhao, T Zhao, Y Deng, C Tang, S Liang, H Yang, ... Advances in Neural Information Processing Systems 35, 32325-32339, 2022 | 8 | 2022 |
| Bars: Joint search of cell topology and layout for accurate and efficient binary architectures T Zhao, X Ning, X Shi, S Yang, S Liang, P Lei, J Chen, H Yang, Y Wang arXiv preprint arXiv:2011.10804, 2020 | 8 | 2020 |
| The evolution of deep learning accelerators upon the evolution of deep learning algorithms S Yao, S Liang, Y Wang, Z Chen, S Fang, L Sui, Q Yu, D Xie, X Sun, ... Proc. HotChips, 1-17, 2018 | 8 | 2018 |
| A fine-grained sparse accelerator for multi-precision DNN S Zeng, Y Lin, S Liang, J Kang, D Xie, Y Shan, S Han, Y Wang, H Yang Proceedings of the 2019 ACM/SIGDA International Symposium on Field …, 2019 | 7 | 2019 |
| Multi-agent vulnerability discovery for autonomous driving with hazard arbitration reward W Liu, Y Mu, C Yu, X Ning, Z Cao, Y Wu, S Liang, H Yang, Y Wang arXiv preprint arXiv:2112.06185, 2021 | 4 | 2021 |
| aw_nas: A modularized and extensible nas framework X Ning, C Tang, W Li, S Yang, T Zhao, N Zhang, T Lu, S Liang, H Yang, ... arXiv preprint arXiv:2012.10388, 2020 | 4 | 2020 |
| Relation-oriented resource allocation for multi-accelerator systems T Yu, B Feng, M Stillwell, JGF Coutinho, W Zhao, S Liang, W Luk, AL Wolf, ... 2016 IEEE 27th International Conference on Application-specific Systems …, 2016 | 4 | 2016 |
| Efficient computing platform design for autonomous driving systems S Liang, C Tang, X Ning, S Zeng, J Yu, Y Wang, K Guo, D Yang, T Lu, ... Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021 | 3 | 2021 |
| The implementation of texture-based video up-scaling on coarse-grained reconfigurable architecture R Shi, S Yin, L Liu, Q Liu, S Liang, S Wei IEICE TRANSACTIONS on Information and Systems 98 (2), 276-287, 2015 | 3 | 2015 |
| PCQ: Parallel Compact Quantum Circuit Simulation S Liang, Y Lu, C Guo, W Luk, PHJ Kelly 2024 IEEE 32nd Annual International Symposium on Field-Programmable Custom …, 2024 | 1 | 2024 |
