Dnnfusion: accelerating deep neural networks execution with advanced operator fusion W Niu, J Guan, Y Wang, G Agrawal, B Ren Proceedings of the 42nd ACM SIGPLAN International Conference on Programming …, 2021 | 157 | 2021 |
Pruning parameterization with bi-level optimization for efficient semantic segmentation on the edge C Yang, P Zhao, Y Li, W Niu, J Guan, H Tang, M Qin, B Ren, X Lin, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 24 | 2023 |
RT3D: Achieving real-time execution of 3D convolutional neural networks on mobile devices W Niu, M Sun, Z Li, JA Chen, J Guan, X Shen, Y Wang, S Liu, X Lin, ... Proceedings of the AAAI Conference on Artificial Intelligence 35 (10), 9179-9187, 2021 | 14 | 2021 |
Towards real-time segmentation on the edge Y Li, C Yang, P Zhao, G Yuan, W Niu, J Guan, H Tang, M Qin, Q Jin, ... Proceedings of the AAAI conference on artificial intelligence 37 (2), 1468-1476, 2023 | 11 | 2023 |
Towards fast and accurate multi-person pose estimation on mobile devices X Shen, G Yuan, W Niu, X Ma, J Guan, Z Li, B Ren, Y Wang arXiv preprint arXiv:2106.15304, 2021 | 11 | 2021 |
Inferring food types through sensing and characterizing mastication dynamics S Wang, G Zhou, J Guan, Y Ma, Z Liu, B Ren, H Zhao, A Watson, W Jung Smart Health 20, 100191, 2021 | 8 | 2021 |
Real-time execution of large-scale language models on mobile W Niu, Z Kong, G Yuan, W Jiang, J Guan, C Ding, P Zhao, S Liu, B Ren, ... arXiv preprint arXiv:2009.06823, 2020 | 8 | 2020 |
Smartmem: Layout transformation elimination and adaptation for efficient dnn execution on mobile W Niu, MMR Sanim, Z Shu, J Guan, X Shen, M Yin, G Agrawal, B Ren Proceedings of the 29th ACM International Conference on Architectural …, 2024 | 5 | 2024 |
Brief industry paper: Enabling level-4 autonomous driving on a single $1 k off-the-shelf card HH Sung, Y Xu, J Guan, W Niu, B Ren, Y Wang, S Liu, X Shen 2022 IEEE 28th Real-Time and Embedded Technology and Applications Symposium …, 2022 | 5 | 2022 |
Achieving real-time execution of transformer-based large-scale models on mobile with compiler-aware neural architecture optimization W Niu, Z Kong, G Yuan, W Jiang, J Guan arXiv preprint arXiv:2009.06823, 2020 | 5 | 2020 |
A compression-compilation framework for on-mobile real-time bert applications W Niu, Z Kong, G Yuan, W Jiang, J Guan, C Ding, P Zhao, S Liu, B Ren, ... arXiv preprint arXiv:2106.00526, 2021 | 4 | 2021 |
Decentralized {Application-Level} adaptive scheduling for {Multi-Instance}{DNNs} on open mobile devices HH Sung, JA Chen, W Niu, J Guan, B Ren, X Shen 2023 USENIX Annual Technical Conference (USENIX ATC 23), 865-877, 2023 | 3 | 2023 |
Enabling Level-4 Autonomous Driving on a Single $1 k Off-the-Shelf Card HH Sung, Y Xu, J Guan, W Niu, S Liu, B Ren, Y Wang, X Shen arXiv preprint arXiv:2110.06373, 2021 | 3 | 2021 |
GCD2: A Globally Optimizing Compiler for Mapping DNNs to Mobile DSPs W Niu, J Guan, X Shen, Y Wang, G Agrawal, B Ren 2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO), 512-529, 2022 | 2 | 2022 |
Real-Time Portrait Stylization on the Edge Y Li, X Shen, G Yuan, J Guan, W Niu, H Tang, B Ren, Y Wang arXiv preprint arXiv:2206.01244, 2022 | 1 | 2022 |
Achieving real-time execution of 3D convolutional neural networks on mobile devices W Niu, M Sun, Z Li, JA Chen, J Guan, X Shen, Y Wang, X Lin, B Ren arXiv preprint arXiv:2007.09835, 2020 | 1 | 2020 |
Towards Recognizing Food Types for Unseen Subjects J Guan, J Wang, W Niu, Z Peng, S Wang, Z Liu, G Zhou, B Ren ACM Transactions on Computing for Healthcare 6 (1), 1-21, 2025 | | 2025 |
Towards socially acceptable food type recognition J Wang, J Guan, YA Hong, H Xue, S Wang, Z Liu, B Ren, G Zhou 2022 18th International Conference on Mobility, Sensing and Networking (MSN …, 2022 | | 2022 |
Towards Recognizing Food Types for Unseen Subjects J Guan, J Wang, W Niu, Z Peng, S Wang, Z Liu, G Zhou | | |