Intelligent Cloud and Edge Group

Papiers de Collaboration

View by:

- Cocktailer: Analyzing and Optimizing Dynamic Control Flow in Deep Learning
  
  Chen Zhang, Lingxiao Ma, Jilong Xue, Yining Shi, Ziming Miao, Fan Yang, Jidong Zhai, Zhi Yang, Mao Yang
  
  17th USENIX Symposium on Operating Systems Design and Implementation (OSDI’23) | July 2023
  
  Publication Project
- Welder: Scheduling Deep Learning Memory Access via Tile-graph
  
  Yining Shi, Zhi Yang, Jilong Xue, Lingxiao Ma, Yuqing Xia, Ziming Miao, Yuxiao Guo, Fan Yang, Lidong Zhou
  
  17th USENIX Symposium on Operating Systems Design and Implementation (OSDI’23) | July 2023
  
  Publication Project
- Efficient GPU Kernels for N:M-SPARSE Weights in Deep Learning
  
  Bin Lin, Ningxin Zheng, Lei Wang, Shijie Cao, Lingxiao Ma, Quanlu Zhang, Yi Zhu, Ting Cao, Jilong Xue, Yuqing Yang, Fan Yang
  
  Sixth Conference on Machine Learning and Systems (MLSys’23) | June 2023
  
  Publication Project
- Roller: Fast and Efficient Tensor Compilation for Deep Learning
  
  Hongyu Zhu , Ruofan Wu , Yijia Diao , Shanbin Ke , Haoyu Li , Chen Zhang , Jilong Xue, Lingxiao Ma, Yuqing Xia, Wei Cui, Fan Yang, Mao Yang, Lidong Zhou, Asaf Cidon , Gennady Pekhimenko
  
  The 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI’22) | July 2022
  
  Publication Project
- SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute
  
  Ningxin Zheng, Bin Lin, Quanlu Zhang, Lingxiao Ma, Yuqing Yang, Fan Yang, Yang Wang, Mao Yang, Lidong Zhou
  
  OSDI 2022 | July 2022
  
  Publication Project Project
- Tutel: Adaptive Mixture-of-Experts at Scale
  
  Changho Hwang, Wei Cui, Yifan Xiong, Ziyue Yang, Ze Liu, Han Hu, Zilong Wang, Rafael Salas, Jithin Jose, Prabhat Ram, Joe Chau, Peng Cheng, Fan Yang, Mao Yang, Yongqiang Xiong
  
  July 2022
  
  Publication
- Accelerating GNN training with locality-aware partial execution
  
  Taehyun Kim, Changho Hwang, KyoungSoo Park, Zhiqi Lin, Peng Cheng, Youshan Miao, Lingxiao Ma, Yongqiang Xiong
  
  August 2021
  
  Publication
- Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks
  
  Lingxiao Ma, Zhiqiang Xie, Zhi Yang, Jilong Xue, Youshan Miao, Wei Cui, Wenxiang Hu, Fan Yang, Lintao Zhang, Lidong Zhou
  
  14th USENIX Symposium on Operating Systems Design and Implementation (OSDI’20) | November 2020
  
  Publication Project
- Distributed Graph Computation Meets Machine Learning
  
  Wencong Xiao, Jilong Xue, Youshan Miao, Zhen Li, Cheng Chen, Ming Wu, Wei Li, Lidong Zhou
  
  IEEE Transactions on Parallel and Distributed Systems | January 2020, Vol 31(7): pp. 1588-1604
  
  Publication Project
- NeuGraph: Parallel Deep Neural Network Computation on Large Graphs
  
  Lingxiao Ma, Zhi Yang, Youshan Miao, Jilong Xue, Ming Wu, Lidong Zhou, Yafei Dai
  
  2019 USENIX Annual Technical Conference | July 2019
  
  Publication Project Project
- Fast Distributed Deep Learning over RDMA
  
  Jilong Xue, Youshan Miao, Cheng Chen, Ming Wu, Lintao Zhang, Lidong Zhou
  
  EuroSys | March 2019
  
  Publication Project
- TuX2: Distributed Graph Computation for Machine Learning
  
  Jilong Xue, Youshan Miao, Cheng Chen, Ming Wu, Lidong Zhou
  
  14th USENIX Symposium on Networked Systems Design and Implementation (NSDI 17) | March 2017
  
  ISBN: 978-1-931971-37-9
  
  Publication Project Project

- Cocktailer: Analyzing and Optimizing Dynamic Control Flow in Deep Learning
  
  Chen Zhang, Lingxiao Ma, Jilong Xue, Yining Shi, Ziming Miao, Fan Yang, Jidong Zhai, Zhi Yang, Mao Yang
  
  17th USENIX Symposium on Operating Systems Design and Implementation (OSDI’23) | July 2023
  
  Publication Project
- Welder: Scheduling Deep Learning Memory Access via Tile-graph
  
  Yining Shi, Zhi Yang, Jilong Xue, Lingxiao Ma, Yuqing Xia, Ziming Miao, Yuxiao Guo, Fan Yang, Lidong Zhou
  
  17th USENIX Symposium on Operating Systems Design and Implementation (OSDI’23) | July 2023
  
  Publication Project
- Efficient GPU Kernels for N:M-SPARSE Weights in Deep Learning
  
  Bin Lin, Ningxin Zheng, Lei Wang, Shijie Cao, Lingxiao Ma, Quanlu Zhang, Yi Zhu, Ting Cao, Jilong Xue, Yuqing Yang, Fan Yang
  
  Sixth Conference on Machine Learning and Systems (MLSys’23) | June 2023
  
  Publication Project
- Tutel: Adaptive Mixture-of-Experts at Scale
  
  Changho Hwang, Wei Cui, Yifan Xiong, Ziyue Yang, Ze Liu, Han Hu, Zilong Wang, Rafael Salas, Jithin Jose, Prabhat Ram, Joe Chau, Peng Cheng, Fan Yang, Mao Yang, Yongqiang Xiong
  
  July 2022
  
  Publication
- SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute
  
  Ningxin Zheng, Bin Lin, Quanlu Zhang, Lingxiao Ma, Yuqing Yang, Fan Yang, Yang Wang, Mao Yang, Lidong Zhou
  
  OSDI 2022 | July 2022
  
  Publication Project Project
- Roller: Fast and Efficient Tensor Compilation for Deep Learning
  
  Hongyu Zhu , Ruofan Wu , Yijia Diao , Shanbin Ke , Haoyu Li , Chen Zhang , Jilong Xue, Lingxiao Ma, Yuqing Xia, Wei Cui, Fan Yang, Mao Yang, Lidong Zhou, Asaf Cidon , Gennady Pekhimenko
  
  The 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI’22) | July 2022
  
  Publication Project
- Accelerating GNN training with locality-aware partial execution
  
  Taehyun Kim, Changho Hwang, KyoungSoo Park, Zhiqi Lin, Peng Cheng, Youshan Miao, Lingxiao Ma, Yongqiang Xiong
  
  August 2021
  
  Publication
- Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks
  
  Lingxiao Ma, Zhiqiang Xie, Zhi Yang, Jilong Xue, Youshan Miao, Wei Cui, Wenxiang Hu, Fan Yang, Lintao Zhang, Lidong Zhou
  
  14th USENIX Symposium on Operating Systems Design and Implementation (OSDI’20) | November 2020
  
  Publication Project
- Distributed Graph Computation Meets Machine Learning
  
  Wencong Xiao, Jilong Xue, Youshan Miao, Zhen Li, Cheng Chen, Ming Wu, Wei Li, Lidong Zhou
  
  IEEE Transactions on Parallel and Distributed Systems | January 2020, Vol 31(7): pp. 1588-1604
  
  Publication Project
- NeuGraph: Parallel Deep Neural Network Computation on Large Graphs
  
  Lingxiao Ma, Zhi Yang, Youshan Miao, Jilong Xue, Ming Wu, Lidong Zhou, Yafei Dai
  
  2019 USENIX Annual Technical Conference | July 2019
  
  Publication Project Project
- Fast Distributed Deep Learning over RDMA
  
  Jilong Xue, Youshan Miao, Cheng Chen, Ming Wu, Lintao Zhang, Lidong Zhou
  
  EuroSys | March 2019
  
  Publication Project
- TuX2: Distributed Graph Computation for Machine Learning
  
  Jilong Xue, Youshan Miao, Cheng Chen, Ming Wu, Lidong Zhou
  
  14th USENIX Symposium on Networked Systems Design and Implementation (NSDI 17) | March 2017
  
  ISBN: 978-1-931971-37-9
  
  Publication Project Project
- NeuGraph: Parallel Deep Neural Network Computation on Large Graphs
  
  Lingxiao Ma, Zhi Yang, Youshan Miao, Jilong Xue, Ming Wu, Lidong Zhou, Yafei Dai
  
  2019 USENIX Annual Technical Conference | July 2019
  
  Publication Project Project

- Cocktailer: Analyzing and Optimizing Dynamic Control Flow in Deep Learning
  
  Chen Zhang, Lingxiao Ma, Jilong Xue, Yining Shi, Ziming Miao, Fan Yang, Jidong Zhai, Zhi Yang, Mao Yang
  
  17th USENIX Symposium on Operating Systems Design and Implementation (OSDI’23) | July 2023
  
  Publication Project
- Welder: Scheduling Deep Learning Memory Access via Tile-graph
  
  Yining Shi, Zhi Yang, Jilong Xue, Lingxiao Ma, Yuqing Xia, Ziming Miao, Yuxiao Guo, Fan Yang, Lidong Zhou
  
  17th USENIX Symposium on Operating Systems Design and Implementation (OSDI’23) | July 2023
  
  Publication Project
- Efficient GPU Kernels for N:M-SPARSE Weights in Deep Learning
  
  Bin Lin, Ningxin Zheng, Lei Wang, Shijie Cao, Lingxiao Ma, Quanlu Zhang, Yi Zhu, Ting Cao, Jilong Xue, Yuqing Yang, Fan Yang
  
  Sixth Conference on Machine Learning and Systems (MLSys’23) | June 2023
  
  Publication Project
- Tutel: Adaptive Mixture-of-Experts at Scale
  
  Changho Hwang, Wei Cui, Yifan Xiong, Ziyue Yang, Ze Liu, Han Hu, Zilong Wang, Rafael Salas, Jithin Jose, Prabhat Ram, Joe Chau, Peng Cheng, Fan Yang, Mao Yang, Yongqiang Xiong
  
  July 2022
  
  Publication
- SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute
  
  Ningxin Zheng, Bin Lin, Quanlu Zhang, Lingxiao Ma, Yuqing Yang, Fan Yang, Yang Wang, Mao Yang, Lidong Zhou
  
  OSDI 2022 | July 2022
  
  Publication Project Project
- Roller: Fast and Efficient Tensor Compilation for Deep Learning
  
  Hongyu Zhu , Ruofan Wu , Yijia Diao , Shanbin Ke , Haoyu Li , Chen Zhang , Jilong Xue, Lingxiao Ma, Yuqing Xia, Wei Cui, Fan Yang, Mao Yang, Lidong Zhou, Asaf Cidon , Gennady Pekhimenko
  
  The 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI’22) | July 2022
  
  Publication Project
- Accelerating GNN training with locality-aware partial execution
  
  Taehyun Kim, Changho Hwang, KyoungSoo Park, Zhiqi Lin, Peng Cheng, Youshan Miao, Lingxiao Ma, Yongqiang Xiong
  
  August 2021
  
  Publication
- Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks
  
  Lingxiao Ma, Zhiqiang Xie, Zhi Yang, Jilong Xue, Youshan Miao, Wei Cui, Wenxiang Hu, Fan Yang, Lintao Zhang, Lidong Zhou
  
  14th USENIX Symposium on Operating Systems Design and Implementation (OSDI’20) | November 2020
  
  Publication Project
- NeuGraph: Parallel Deep Neural Network Computation on Large Graphs
  
  Lingxiao Ma, Zhi Yang, Youshan Miao, Jilong Xue, Ming Wu, Lidong Zhou, Yafei Dai
  
  2019 USENIX Annual Technical Conference | July 2019
  
  Publication Project Project
- Fast Distributed Deep Learning over RDMA
  
  Jilong Xue, Youshan Miao, Cheng Chen, Ming Wu, Lintao Zhang, Lidong Zhou
  
  EuroSys | March 2019
  
  Publication Project
- TuX2: Distributed Graph Computation for Machine Learning
  
  Jilong Xue, Youshan Miao, Cheng Chen, Ming Wu, Lidong Zhou
  
  14th USENIX Symposium on Networked Systems Design and Implementation (NSDI 17) | March 2017
  
  ISBN: 978-1-931971-37-9
  
  Publication Project Project
- Distributed Graph Computation Meets Machine Learning
  
  Wencong Xiao, Jilong Xue, Youshan Miao, Zhen Li, Cheng Chen, Ming Wu, Wei Li, Lidong Zhou
  
  IEEE Transactions on Parallel and Distributed Systems | January 2020, Vol 31(7): pp. 1588-1604
  
  Publication Project