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Langshi Chen
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2020 – today
- 2023
- [j2]Hanyu Zhao
, Zhi Yang
, Yu Cheng
, Chao Tian
, Shiru Ren
, Wencong Xiao
, Man Yuan
, Langshi Chen
, Kaibo Liu
, Yang Zhang
, Yong Li
, Wei Lin
:
GoldMiner: Elastic Scaling of Training Data Pre-Processing Pipelines for Deep Learning. Proc. ACM Manag. Data 1(2): 193:1-193:25 (2023) - 2022
- [c11]Yuanxing Zhang, Langshi Chen, Siran Yang, Man Yuan
, Huimin Yi, Jie Zhang, Jiamang Wang, Jianbo Dong, Yunlong Xu, Yue Song, Yong Li, Di Zhang, Wei Lin, Lin Qu, Bo Zheng:
PICASSO: Unleashing the Potential of GPU-centric Training for Wide-and-deep Recommender Systems. ICDE 2022: 3453-3466 - [c10]Xianyan Jia, Le Jiang, Ang Wang, Wencong Xiao, Ziji Shi, Jie Zhang, Xinyuan Li, Langshi Chen, Yong Li, Zhen Zheng, Xiaoyong Liu, Wei Lin:
Whale: Efficient Giant Model Training over Heterogeneous GPUs. USENIX ATC 2022: 673-688 - [i5]Yuanxing Zhang, Langshi Chen, Siran Yang, Man Yuan, Huimin Yi, Jie Zhang, Jiamang Wang, Jianbo Dong, Yunlong Xu, Yue Song, Yong Li, Di Zhang, Wei Lin, Lin Qu, Bo Zheng:
PICASSO: Unleashing the Potential of GPU-centric Training for Wide-and-deep Recommender Systems. CoRR abs/2204.04903 (2022) - 2020
- [i4]Langshi Chen, Jiayu Li, Ariful Azad, Cenk Sahinalp, Madhav V. Marathe, Anil Vullikanti, Andrey Nikolaev, Egor Smirnov, Ruslan Israfilov, Judy Qiu:
SubGraph2Vec: Highly-Vectorized Tree-likeSubgraph Counting. CoRR abs/2009.11665 (2020)
2010 – 2019
- 2019
- [c9]Langshi Chen, Jiayu Li, Cenk Sahinalp, Madhav V. Marathe, Anil Vullikanti, Andrey Nikolaev, Egor Smirnov, Ruslan Israfilov, Judy Qiu:
SubGraph2Vec: Highly-Vectorized Tree-like Subgraph Counting. IEEE BigData 2019: 483-492 - [c8]Bo Peng, Judy Qiu, Langshi Chen, Jiayu Li, Miao Jiang, Selahattin Akkas, Egor Smirnov, Ruslan Israfilov, Sergey Khekhnev, Andrey Nikolaev:
HarpGBDT: Optimizing Gradient Boosting Decision Tree for Parallel Efficiency. CLUSTER 2019: 1-11 - [i3]Langshi Chen, Jiayu Li, Ariful Azad, Lei Jiang, Madhav V. Marathe, Anil Vullikanti, Andrey Nikolaev, Egor Smirnov, Ruslan Israfilov, Judy Qiu:
A GraphBLAS Approach for Subgraph Counting. CoRR abs/1903.04395 (2019) - 2018
- [j1]Zhao Zhao
, Langshi Chen
, Mihai Avram
, Meng Li, Guanying Wang, Ali Raza Butt
, Maleq Khan, Madhav V. Marathe
, Judy Qiu, Anil Vullikanti:
Finding and Counting Tree-Like Subgraphs Using MapReduce. IEEE Trans. Multi Scale Comput. Syst. 4(3): 217-230 (2018) - [c7]Lei Jiang, Langshi Chen, Judy Qiu:
Performance Characterization of Multi-threaded Graph Processing Applications on Many-Integrated-Core Architecture. ISPASS 2018: 199-208 - [i2]Langshi Chen, Bo Peng, Sabra Ossen, Anil Vullikanti, Madhav V. Marathe, Lei Jiang, Judy Qiu:
High-Performance Massive Subgraph Counting using Pipelined Adaptive-Group Communication. CoRR abs/1804.09764 (2018) - 2017
- [c6]Langshi Chen, Bo Peng, Bingjing Zhang, Tony Liu
, Yiming Zou, Lei Jiang, Robert Henschel, Craig A. Stewart, Zhang Zhang, Emily McCallum, Zahniser Tom, Jon Omer, Judy Qiu:
Benchmarking Harp-DAAL: High Performance Hadoop on KNL Clusters. CLOUD 2017: 82-89 - [c5]Bo Peng, Bingjing Zhang, Langshi Chen, Mihai Avram, Robert Henschel, Craig A. Stewart, Shaojuan Zhu, Emily McCallum, Lisa Smith, Tom Zahniser, Jon Omer, Judy Qiu:
HarpLDA+: Optimizing latent dirichlet allocation for parallel efficiency. IEEE BigData 2017: 243-252 - [c4]Langshi Chen, Bo Peng, Sabra Ossen, Anil Vullikanti, Madhav V. Marathe, Lei Jiang, Judy Qiu:
High-Performance Massive Subgraph Counting Using Pipelined Adaptive-Group Communication. TopHPC 2017: 173-197 - [i1]Lei Jiang, Langshi Chen, Judy Qiu:
Performance Characterization of Multi-threaded Graph Processing Applications on Intel Many-Integrated-Core Architecture. CoRR abs/1708.04701 (2017) - 2015
- [c3]Langshi Chen, Serge G. Petiton:
A TSQR Based Krylov Basis Computation Method on Hybrid GPU Cluster. CLUSTER 2015: 106-109 - [c2]Langshi Chen, Serge Petition:
Toward Auto-tuned Krylov Basis Computation for Different Sparse Matrix Formats and Interconnects on GPU Clusters. CLUSTER 2015: 537-538 - 2014
- [c1]Langshi Chen, Serge G. Petiton, Leroy Anthony Drummond, Maxime R. Hugues:
A Communication Optimization Scheme for Basis Computation of Krylov Subspace Methods on Multi-GPUs. VECPAR 2014: 3-16
Coauthor Index
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