| DeepCC: Multi-agent deep reinforcement learning congestion control for multi-path TCP based on self-attention B He, J Wang, Q Qi, H Sun, J Liao, C Du, X Yang, Z Han IEEE Transactions on Network and Service Management 18 (4), 4770-4788, 2021 | 44 | 2021 |
| Poster: PipeLLM: Pipeline LLM inference on heterogeneous devices with sequence slicing R Ma, J Wang, Q Qi, X Yang, H Sun, Z Zhuang, J Liao Proceedings of the ACM SIGCOMM 2023 Conference, 1126-1128, 2023 | 18 | 2023 |
| Towards efficient inference: Adaptively cooperate in heterogeneous iot edge cluster X Yang, Q Qi, J Wang, S Guo, J Liao 2021 IEEE 41st International Conference on Distributed Computing Systems …, 2021 | 13 | 2021 |
| Pico: Pipeline inference framework for versatile cnns on diverse mobile devices X Yang, Z Xu, Q Qi, J Wang, H Sun, J Liao, S Guo IEEE Transactions on Mobile Computing 23 (4), 2712-2730, 2023 | 11 | 2023 |
| Following the correct direction: Renovating sparsified SGD towards global optimization in distributed edge learning W Ning, H Sun, X Fu, X Yang, Q Qi, J Wang, J Liao, Z Han IEEE Journal on Selected Areas in Communications 40 (2), 499-514, 2021 | 6 | 2021 |
| Adaptive dnn surgery for selfish inference acceleration with on-demand edge resource X Yang, D Chen, Q Qi, J Wang, H Sun, J Liao, S Guo arXiv preprint arXiv:2306.12185, 2023 | 4 | 2023 |
| HPipe: Large Language Model Pipeline Parallelism for Long Context on Heterogeneous Cost-effective Devices R Ma, X Yang, J Wang, Q Qi, H Sun, J Wang, Z Zhuang, J Liao Proceedings of the 2024 Conference of the North American Chapter of the …, 2024 | 3 | 2024 |
| Shuffle-exchange brings faster: Reduce the idle time during communication for decentralized neural network training X Yang arXiv preprint arXiv:2007.00433, 2020 | 3 | 2020 |
| Grouping synchronous to eliminate stragglers with edge computing in distributed deep learning Z Gui, X Yang, H Yang, W Li, L Zhang, Q Qi, J Wang, H Sun, J Liao 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications …, 2021 | 2 | 2021 |
| Brief Announcement: Accelerate CNN Inference with Zoning Graph at Dynamic Granularity R Ma, X Yang, Q Qi, J Wang, Z Zhuang, J Wang, X Wang Proceedings of the 35th ACM Symposium on Parallelism in Algorithms and …, 2023 | 1 | 2023 |
| DeepZoning: Re-accelerate CNN Inference with Zoning Graph for Heterogeneous Edge Cluster J Wang, R Ma, X Yang, Q Qi, Z Zhuang, J Wang, J Liao, S Guo ACM Transactions on Architecture and Code Optimization, 2024 | | 2024 |
