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Yuxuan Cai
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Yolobile: Real-time object detection on mobile devices via compression-compilation co-design
Y Cai, H Li, G Yuan, W Niu, Y Li, X Tang, B Ren, Y Wang
Proceedings of the AAAI conference on artificial intelligence 35 (2), 955-963, 2021
972021
Reversible column networks
Y Cai, Y Zhou, Q Han, J Sun, X Kong, J Li, X Zhang
arXiv preprint arXiv:2212.11696, 2022
312022
Improving dnn fault tolerance using weight pruning and differential crossbar mapping for reram-based edge ai
G Yuan, Z Liao, X Ma, Y Cai, Z Kong, X Shen, J Fu, Z Li, C Zhang, H Peng, ...
2021 22nd International Symposium on Quality Electronic Design (ISQED), 135-141, 2021
292021
Npas: A compiler-aware framework of unified network pruning and architecture search for beyond real-time mobile acceleration
Z Li, G Yuan, W Niu, P Zhao, Y Li, Y Cai, X Shen, Z Zhan, Z Kong, Q Jin, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
272021
Tinyadc: Peripheral circuit-aware weight pruning framework for mixed-signal dnn accelerators
G Yuan, P Behnam, Y Cai, A Shafiee, J Fu, Z Liao, Z Li, X Ma, J Deng, ...
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 926-931, 2021
242021
Real-time mobile acceleration of dnns: From computer vision to medical applications
H Li, G Yuan, W Niu, Y Cai, M Sun, Z Li, B Ren, X Lin, Y Wang
Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021
122021
Neural pruning search for real-time object detection of autonomous vehicles
P Zhao, G Yuan, Y Cai, W Niu, Q Liu, W Wen, B Ren, Y Wang, X Lin
2021 58th ACM/IEEE Design Automation Conference (DAC), 835-840, 2021
11*2021
Yi: Open foundation models by 01. ai
A Young, B Chen, C Li, C Huang, G Zhang, G Zhang, H Li, J Zhu, J Chen, ...
arXiv preprint arXiv:2403.04652, 2024
82024
Achieving real-time lidar 3d object detection on a mobile device
P Zhao, W Niu, G Yuan, Y Cai, HH Sung, S Liu, X Shen, B Ren, Y Wang, ...
arXiv preprint arXiv:2012.13801, 2020
8*2020
Automatic mapping of the best-suited DNN pruning schemes for real-time mobile acceleration
Y Gong, G Yuan, Z Zhan, W Niu, Z Li, P Zhao, Y Cai, S Liu, B Ren, X Lin, ...
ACM Transactions on Design Automation of Electronic Systems (TODAES) 27 (5 …, 2022
72022
Mobile or FPGA? A Comprehensive Evaluation on Energy Efficiency and a Unified Optimization Framework
G Yuan, P Dong, M Sun, W Niu, Z Li, Y Cai, Y Li, J Liu, W Jiang, X Lin, ...
ACM Transactions on Embedded Computing Systems 21 (5), 1-22, 2022
4*2022
RevColV2: Exploring disentangled representations in masked image modeling
Q Han, Y Cai, X Zhang
Advances in Neural Information Processing Systems 36, 2024
22024
CMMMU: A Chinese Massive Multi-discipline Multimodal Understanding Benchmark
G Zhang, X Du, B Chen, Y Liang, T Luo, T Zheng, K Zhu, Y Cheng, C Xu, ...
arXiv preprint arXiv:2401.11944, 2024
12024
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