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Jie Liu
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Performance Analysis and Characterization of Training Deep Learning Models on Mobile Device
J Liu, J Liu, W Du, D Li
2019 IEEE 25th International Conference on Parallel and Distributed Systems …, 2019
622019
Fauce: Fast and accurate deep ensembles with uncertainty for cardinality estimation
J Liu, W Dong, Q Zhou, D Li
Proceedings of the VLDB Endowment 14 (11), 1950-1963, 2021
422021
Adaptive neural network-based approximation to accelerate eulerian fluid simulation
W Dong, J Liu, Z Xie, D Li
Proceedings of the International Conference for High Performance Computing …, 2019
312019
MD-HM: memoization-based molecular dynamics simulations on big memory system
Z Xie, W Dong, J Liu, I Peng, Y Ma, D Li
Proceedings of the ACM International Conference on Supercomputing, 215-226, 2021
212021
A framework for multistream regression with direct density ratio estimation
A Haque, H Tao, S Chandra, J Liu, L Khan
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
162018
Ensemble direct density ratio estimation for multistream classification
S Chandra, A Haque, H Tao, J Liu, L Khan, C Aggarwal
2018 IEEE 34th International Conference on Data Engineering (ICDE), 1364-1367, 2018
92018
Lobster: Load balance-aware i/o for distributed dnn training
J Liu, B Nicolae, D Li
Proceedings of the 51st International Conference on Parallel Processing, 1-11, 2022
62022
Flame: A self-adaptive auto-labeling system for heterogeneous mobile processors
J Liu, J Liu, Z Xie, D Li
arXiv preprint arXiv:2003.01762, 2020
62020
Large scale caching and streaming of training data for online deep learning
J Liu, B Nicolae, D Li, JM Wozniak, T Bicer, Z Liu, I Foster
Proceedings of the 12th Workshop on AI and Scientific Computing at Scale …, 2022
52022
Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness
Z Xie, J Liu, J Li, D Li
Proceedings of the 28th ACM SIGPLAN Annual Symposium on Principles and …, 2023
42023
LB-HM: load balance-aware data placement on heterogeneous memory for task-parallel HPC applications
Z Xie, J Liu, S Ma, J Li, D Li
Proceedings of the 27th ACM SIGPLAN Symposium on Principles and Practice of …, 2022
12022
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