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Yuhong Li
Yuhong Li
Geverifieerd e-mailadres voor illinois.edu - Homepage
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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
15442018
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
2002019
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
132*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
952020
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
692022
SiamVGG: Visual tracking using deeper siamese networks
Y Li, X Zhang, D Chen
arXiv preprint arXiv:1902.02804, 2019
682019
Medusa: Simple llm inference acceleration framework with multiple decoding heads
T Cai, Y Li, Z Geng, H Peng, JD Lee, D Chen, T Dao
arXiv preprint arXiv:2401.10774, 2024
62*2024
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
342021
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
212019
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
122019
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
92022
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
62020
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
4*2023
Snapkv: Llm knows what you are looking for before generation
Y Li, Y Huang, B Yang, B Venkitesh, A Locatelli, H Ye, T Cai, P Lewis, ...
arXiv preprint arXiv:2404.14469, 2024
32024
Improving random-sampling neural architecture search by evolving the proxy search space
Y Li, C Hao, X Zhang, J Xiong, W Hwu, D Chen
12020
Efficient Machine Learning, Compilers, and Optimizations for Embedded Systems.
X Zhang, Y Chen, C Hao, S Huang, Y Li, D Chen
CoRR, 2022
2022
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Artikelen 1–16