| Flextensor: An automatic schedule exploration and optimization framework for tensor computation on heterogeneous system S Zheng, Y Liang, S Wang, R Chen, K Sheng Proceedings of the Twenty-Fifth International Conference on Architectural …, 2020 | 201 | 2020 |
| AMOS: enabling automatic mapping for tensor computations on spatial accelerators with hardware abstraction S Zheng, R Chen, A Wei, Y Jin, Q Han, L Lu, B Wu, X Li, S Yan, Y Liang Proceedings of the 49th Annual International Symposium on Computer …, 2022 | 60 | 2022 |
| Chimera: An analytical optimizing framework for effective compute-intensive operators fusion S Zheng, S Chen, P Song, R Chen, X Li, S Yan, D Lin, J Leng, Y Liang 2023 IEEE International Symposium on High-Performance Computer Architecture …, 2023 | 25 | 2023 |
| Neoflow: A flexible framework for enabling efficient compilation for high performance dnn training S Zheng, R Chen, Y Jin, A Wei, B Wu, X Li, S Yan, Y Liang IEEE Transactions on Parallel and Distributed Systems 33 (11), 3220-3232, 2021 | 13 | 2021 |
| Magis: Memory optimization via coordinated graph transformation and scheduling for dnn R Chen, Z Ding, S Zheng, C Zhang, J Leng, X Liu, Y Liang Proceedings of the 29th ACM International Conference on Architectural …, 2024 | 3 | 2024 |
| MoteNN: Memory Optimization via Fine-grained Scheduling for Deep Neural Networks on Tiny Devices R Chen, Z Ding, S Zheng, M Li, Y Liang Proceedings of the 61st ACM/IEEE Design Automation Conference, 1-6, 2024 | 1 | 2024 |
| vMCU: Coordinated Memory Management and Kernel Optimization for DNN Inference on MCUs S Zheng, R Chen, M Li, Z Ye, L Ceze, Y Liang Proceedings of Machine Learning and Systems 6, 452-464, 2024 | 1 | 2024 |
| ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction R Chen, Z Wang, B Cao, T Wu, S Zheng, X Li, X Wei, S Yan, M Li, Y Liang The Thirty-eighth Annual Conference on Neural Information Processing Systems, 0 | 1 | |
| MCUBERT: Memory-Efficient BERT Inference on Commodity Microcontrollers Z Yang, R Chen, T Wu, N Wong, Y Liang, R Wang, R Huang, M Li arXiv preprint arXiv:2410.17957, 2024 | | 2024 |
| MoteS: Memory Optimization via Fine-grained Scheduling for DNNs on Tiny Devices R Chen, Z Ding, S Zheng, M Li, Y Liang | | |
