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 | 102 | 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 | 87 | 2024 |
Reversible column networks Y Cai, Y Zhou, Q Han, J Sun, X Kong, J Li, X Zhang arXiv preprint arXiv:2212.11696, 2022 | 44 | 2022 |
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 | 32 | 2021 |
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 | 27 | 2021 |
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 | 27 | 2021 |
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 | 12* | 2021 |
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 | 12 | 2021 |
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 | 7 | 2022 |
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 | 2 | 2024 |
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 | 1 | 2024 |
High-Performance Temporal Reversible Spiking Neural Networks with Training Memory and Inference Cost JK Hu, M Yao, X Qiu, Y Chou, Y Cai, N Qiao, Y Tian, B Xu, G Li arXiv preprint arXiv:2405.16466, 2024 | | 2024 |
High-Performance Temporal Reversible Spiking Neural Networks with Training Memory and Inference Cost JK Hu, M Yao, X Qiu, Y Chou, Y Cai, N Qiao, Y Tian, XU Bo, G Li Forty-first International Conference on Machine Learning, 0 | | |