| Characterizing and demystifying the implicit convolution algorithm on commercial matrix-multiplication accelerators Y Zhou, M Yang, C Guo, J Leng, Y Liang, Q Chen, M Guo, Y Zhu 2021 IEEE International Symposium on Workload Characterization (IISWC), 214-225, 2021 | 40 | 2021 |
| Balancing efficiency and flexibility for DNN acceleration via temporal GPU-systolic array integration C Guo, Y Zhou, J Leng, Y Zhu, Z Du, Q Chen, C Li, B Yao, M Guo 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 31 | 2020 |
| Ugrapher: High-performance graph operator computation via unified abstraction for graph neural networks Y Zhou, J Leng, Y Song, S Lu, M Wang, C Li, M Guo, W Shen, Y Li, W Lin, ... Proceedings of the 28th ACM International Conference on Architectural …, 2023 | 14 | 2023 |
| Efficient Adaptive Activation Rounding for Post-Training Quantization Z Li, C Guo, Z Zhu, Y Zhou, Y Qiu, X Gao, J Leng, M Guo arXiv preprint arXiv:2208.11945, 2022 | 9 | 2022 |
| DistSim: A performance model of large-scale hybrid distributed DNN training G Lu, R Chen, Y Wang, Y Zhou, R Zhang, Z Hu, Y Miao, Z Cai, L Li, ... Proceedings of the 20th ACM International Conference on Computing Frontiers …, 2023 | 4 | 2023 |
| Accelerating generic graph neural networks via architecture, compiler, partition method co-design S Lu, Z Zhang, C Guo, J Leng, Y Zhou, M Guo arXiv preprint arXiv:2308.08174, 2023 | 3 | 2023 |
| Fractal: Joint Multi-Level Sparse Pattern Tuning of Accuracy and Performance for DNN Pruning Y Guan, C Yu, Y Zhou, J Leng, C Li, M Guo Proceedings of the 29th ACM International Conference on Architectural …, 2024 | 2 | 2024 |
| Vortex: Efficient Sample-Free Dynamic Tensor Program Optimization via Hardware-aware Strategy Space Hierarchization Y Zhou, H Zhu, Q Qiu, W Cui, Z Liu, C Guo, S Feng, J Meng, H Lan, ... arXiv preprint arXiv:2409.01075, 2024 | | 2024 |
| AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs Y Zhou, Y Song, J Leng, Z Liu, W Cui, Z Zhang, C Guo, Q Chen, L Li, ... Proceedings of the 20th ACM International Conference on Computing Frontiers …, 2023 | | 2023 |
Jingwen LengProfessor, Shanghai Jiao Tong UniversityEmail yang diverifikasi di cs.sjtu.edu.cn