| Spvit: Enabling faster vision transformers via latency-aware soft token pruning Z Kong, P Dong, X Ma, X Meng, W Niu, M Sun, X Shen, G Yuan, B Ren, ... European conference on computer vision, 620-640, 2022 | 102 | 2022 |
| Sanity checks for lottery tickets: Does your winning ticket really win the jackpot? X Ma, G Yuan, X Shen, T Chen, X Chen, X Chen, N Liu, M Qin, S Liu, ... Advances in Neural Information Processing Systems 34, 12749-12760, 2021 | 55 | 2021 |
| Lottery ticket preserves weight correlation: Is it desirable or not? N Liu, G Yuan, Z Che, X Shen, X Ma, Q Jin, J Ren, J Tang, S Liu, Y Wang International Conference on Machine Learning, 7011-7020, 2021 | 31 | 2021 |
| 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 | 30 | 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 |
| Deepmad: Mathematical architecture design for deep convolutional neural network X Shen, Y Wang, M Lin, Y Huang, H Tang, X Sun, Y Wang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 16 | 2023 |
| Peeling the onion: Hierarchical reduction of data redundancy for efficient vision transformer training Z Kong, H Ma, G Yuan, M Sun, Y Xie, P Dong, X Meng, X Shen, H Tang, ... Proceedings of the AAAI Conference on Artificial Intelligence 37 (7), 8360-8368, 2023 | 10 | 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 https://www.ijcai.org/proceedings/2021/0715, 2021 | 8 | 2021 |
| Data level lottery ticket hypothesis for vision transformers X Shen, Z Kong, M Qin, P Dong, G Yuan, X Meng, H Tang, X Ma, Y Wang Proceedings of the Thirty-Second International Joint Conference on …, 2023 | 5 | 2023 |
| Lottery ticket implies accuracy degradation, is it a desirable phenomenon N Liu, G Yuan, Z Che, X Shen, X Ma, Q Jin, J Ren, J Tang, S Liu, Y Wang CoRR, 2021 | 2 | 2021 |
| Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge X Shen, P Dong, L Lu, Z Kong, Z Li, M Lin, C Wu, Y Wang Proceedings of the AAAI Conference on Artificial Intelligence 38 (17), 18944 …, 2024 | | 2024 |
| EdgeQAT: Entropy and Distribution Guided Quantization-Aware Training for the Acceleration of Lightweight LLMs on the Edge X Shen, Z Kong, C Yang, Z Han, L Lu, P Dong, C Lyu, C Li, X Guo, Z Shu, ... arXiv preprint arXiv:2402.10787, 2024 | | 2024 |
| Real-Time Portrait Stylization on the Edge Y Li, X Shen, G Yuan, J Guan, W Niu, H Tang, B Ren, Y Wang International Joint Conference on Artificial Intelligence (IJCAI) 2023 Demo, 2022 | | 2022 |
| A Compiler-aware Framework of Network Pruning Search Achieving Beyond Real-Time Mobile Acceleration Y Li, G Yuan, Z Li, W Niu, P Zhao, P Dong, Y Cai, X Shen, Z Zhan, Z Kong, ... | | |
Yanzhi WangNortheastern UniversityVerified email at northeastern.edu
