| Csrnet: Dilated convolutional neural networks for understanding the highly congested scenes Y Li, X Zhang, D Chen Proceedings of the IEEE conference on computer vision and pattern …, 2018 | 1353 | 2018 |
| The sixth visual object tracking vot2018 challenge results M Kristan, A Leonardis, J Matas, M Felsberg, R Pflugfelder, ... Proceedings of the European conference on computer vision (ECCV) workshops, 0-0, 2018 | 803 | 2018 |
| 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 | 189 | 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 | 117* | 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 | 84 | 2020 |
| SiamVGG: Visual tracking using deeper siamese networks Y Li, X Zhang, D Chen arXiv preprint arXiv:1902.02804, 2019 | 60 | 2019 |
| What Makes Convolutional Models Great on Long Sequence Modeling? Y Li, T Cai, Y Zhang, D Chen, D Dey Eleventh International Conference on Learning Representations (ICLR 2023), 2022 | 31 | 2022 |
| Generic neural architecture search via regression Y Li, C Hao, P Li, J Xiong, D Chen Advances in Neural Information Processing Systems (NeurIPS 2021) 34, 20476-20490, 2021 | 26 | 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 | 18 | 2019 |
| Predicting usefulness of Yelp reviews with localized linear regression models R Shen, J Shen, Y Li, H Wang 2016 7th IEEE International Conference on Software Engineering and Service …, 2016 | 13 | 2016 |
| A bi-directional co-design approach to enable deep learning on IoT devices X Zhang, C Hao, Y Li, Y Chen, J Xiong, W Hwu, D Chen arXiv preprint arXiv:1905.08369, 2019 | 12 | 2019 |
| Algorithm/accelerator co-design and co-search for edge ai X Zhang, Y Li, J Pan, D Chen IEEE Transactions on Circuits and Systems II: Express Briefs 69 (7), 3064-3070, 2022 | 10 | 2022 |
| Effective algorithm-accelerator co-design for AI solutions on edge devices C Hao, Y Chen, X Zhang, Y Li, J Xiong, W Hwu, D Chen Proceedings of the 2020 on Great Lakes Symposium on VLSI, 283-290, 2020 | 6 | 2020 |
| Cycled merging registration of point clouds for 3D human body modeling Y Chen, Y Li, F Qi, Z Ma, H Zhang 2016 First International Workshop on Sensing, Processing and Learning for …, 2016 | 2 | 2016 |
| Extensible and Efficient Proxy for Neural Architecture Search Y Li, J Li, C Hao, P Li, J Xiong, D Chen Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 1* | 2023 |
| Improving Random-Sampling Neural Architecture Search by Evolving the Proxy Search Space Y Li, C Hao, X Zhang, J Xiong, W Hwu, D Chen | 1 | 2020 |
| Efficient Machine Learning, Compilers, and Optimizations for Embedded Systems X Zhang, Y Chen, C Hao, S Huang, Y Li, D Chen arXiv preprint arXiv:2206.03326, 2022 | | 2022 |
Deming ChenAbel Bliss Professor. University of Illinois at Urbana-ChampaignZweryfikowany adres z illinois.edu
