Biblio

Export 8 results:
Filters: Author is Lingxiao Ma  [Clear All Filters]
2023
Zhang C, Ma L, Xue J, Shi Y, Miao Z, Yang F, Zhai J, Yang Z, Yang M.  2023.  Cocktailer: Analyzing and Optimizing Dynamic Control Flow in Deep Learning. 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI 23). :681--699.
Cui W, Han Z, Ouyang L, Wang Y, Zheng N, Ma L, Yang Y, Yang F, Xue J, Qiu L et al..  2023.  Optimizing Dynamic Neural Networks with Brainstorm. 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI 23). :797--815.
Shi Y, Yang Z, Xue J, Ma L, Xia Y, Miao Z, Guo Y, Yang F, Zhou L.  2023.  Welder: Scheduling Deep Learning Memory Access via Tile-graph. 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI 23). :701--718.
2022
Zhu H, Wu R, Diao Y, Ke S, Li H, Zhang C, Xue J, Ma L, Xia Y, Cui W et al..  2022.  ROLLER: Fast and Efficient Tensor Compilation for Deep Learning. 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI 22). :233--248.
Zheng N, Lin B, Zhang Q, Ma L, Yang Y, Yang F, Wang Y, Yang M, Zhou L.  2022.  SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute. 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI 22). :213--232.
2020
Ma L, Xie Z, Yang Z, Xue J, Miao Y, Cui W, Hu W, Yang F, Zhang L, Zhou L.  2020.  Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks. 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 20). :881--897.
2019
Ma L, Yang Z, Miao Y, Xue J, Wu M, Zhou L, Dai Y.  2019.  NeuGraph: Parallel Deep Neural Network Computation on Large Graphs. 2019 USENIX Annual Technical Conference (USENIX ATC 19). :443--458.