| FPGA/DNN co-design: An efficient design methodology for IoT intelligence on the edge C Hao, X Zhang, Y Li, S Huang, J Xiong, K Rupnow, W Hwu, D Chen Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 163 | 2019 |
| Cloud-DNN: An open framework for mapping DNN models to cloud FPGAs Y Chen, J He, X Zhang, C Hao, D Chen Proceedings of the 2019 ACM/SIGDA international symposium on field …, 2019 | 107 | 2019 |
| SkyNet: a hardware-efficient method for object detection and tracking on embedded systems X Zhang, H Lu, C Hao, J Li, B Cheng, Y Li, K Rupnow, J Xiong, T Huang, ... Proceedings of Machine Learning and Systems 2, 216-229, 2020 | 79 | 2020 |
| 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 | 79 | 2020 |
| Edd: Efficient differentiable dnn architecture and implementation co-search for embedded ai solutions Y Li, C Hao, X Zhang, X Liu, Y Chen, J Xiong, W Hwu, D Chen 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 73 | 2020 |
| IRONMAN GNN-assisted Design Space Exploration in High-Level Synthesis via Reinforcement Learning N Wu, Y Xie, C Hao Proceedings of the 2021 on Great Lakes Symposium on VLSI, 39-44, 2021 | 34 | 2021 |
| Improving the generalization ability of deep neural networks for cross-domain visual recognition J Zheng, C Lu, C Hao, D Chen, D Guo IEEE Transactions on Cognitive and Developmental Systems 13 (3), 607-620, 2020 | 34 | 2020 |
| T-DLA: An open-source deep learning accelerator for ternarized DNN models on embedded FPGA Y Chen, K Zhang, C Gong, C Hao, X Zhang, T Li, D Chen 2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 13-18, 2019 | 29 | 2019 |
| Scalehls: A new scalable high-level synthesis framework on multi-level intermediate representation H Ye, C Hao, J Cheng, H Jeong, J Huang, S Neuendorffer, D Chen 2022 IEEE International Symposium on High-Performance Computer Architecture …, 2022 | 27 | 2022 |
| VecQ: Minimal loss DNN model compression with vectorized weight quantization C Gong, Y Chen, Y Lu, T Li, C Hao, D Chen IEEE Transactions on Computers 70 (5), 696-710, 2020 | 27 | 2020 |
| Enabling design methodologies and future trends for edge AI: Specialization and codesign C Hao, J Dotzel, J Xiong, L Benini, Z Zhang, D Chen IEEE Design & Test 38 (4), 7-26, 2021 | 22 | 2021 |
| NAIS: Neural architecture and implementation search and its applications in autonomous driving C Hao, Y Chen, X Liu, A Sarwari, D Sew, A Dhar, B Wu, D Fu, J Xiong, ... 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2019 | 21 | 2019 |
| Skynet: A champion model for dac-sdc on low power object detection X Zhang, C Hao, H Lu, J Li, Y Li, Y Fan, K Rupnow, J Xiong, T Huang, ... arXiv preprint arXiv:1906.10327, 2019 | 19 | 2019 |
| Deep neural network model and FPGA accelerator co-design: Opportunities and challenges C Hao, D Chen 2018 14th IEEE International Conference on Solid-State and Integrated …, 2018 | 17 | 2018 |
| Triangle counting and truss decomposition using FPGA S Huang, M El-Hadedy, C Hao, Q Li, VS Mailthody, K Date, J Xiong, ... 2018 IEEE high performance extreme computing conference (HPEC), 1-7, 2018 | 16 | 2018 |
| Software/hardware co-design for multi-modal multi-task learning in autonomous systems C Hao, D Chen 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits …, 2021 | 15 | 2021 |
| A hybrid GPU+ FPGA system design for autonomous driving cars C Hao, A Sarwari, Z Jin, H Abu-Haimed, D Sew, Y Li, X Liu, B Wu, D Fu, ... 2019 IEEE International Workshop on Signal Processing Systems (SiPS), 121-126, 2019 | 15 | 2019 |
| Generic neural architecture search via regression Y Li, C Hao, P Li, J Xiong, D Chen Advances in Neural Information Processing Systems 34, 20476-20490, 2021 | 13 | 2021 |
| WinoCNN: Kernel sharing Winograd systolic array for efficient convolutional neural network acceleration on FPGAs X Liu, Y Chen, C Hao, A Dhar, D Chen 2021 IEEE 32nd International Conference on Application-specific Systems …, 2021 | 12 | 2021 |
| µl2q: An ultra-low loss quantization method for DNN compression C Gong, T Li, Y Lu, C Hao, X Zhang, D Chen, Y Chen 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 12 | 2019 |
Deming ChenAbel Bliss Professor. University of Illinois at Urbana-ChampaignVerified email at illinois.edu
