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Chien-Chin Huang
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2020 – today
- 2023
- [j2]Yanli Zhao, Andrew Gu, Rohan Varma, Liang Luo, Chien-Chin Huang, Min Xu, Less Wright, Hamid Shojanazeri, Myle Ott, Sam Shleifer, Alban Desmaison, Can Balioglu, Pritam Damania, Bernard Nguyen, Geeta Chauhan, Yuchen Hao, Ajit Mathews, Shen Li:
PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel. Proc. VLDB Endow. 16(12): 3848-3860 (2023) - [i4]Yanli Zhao, Andrew Gu, Rohan Varma, Liang Luo, Chien-Chin Huang, Min Xu, Less Wright, Hamid Shojanazeri, Myle Ott, Sam Shleifer, Alban Desmaison, Can Balioglu, Bernard Nguyen, Geeta Chauhan, Yuchen Hao, Shen Li:
PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel. CoRR abs/2304.11277 (2023) - 2020
- [c3]Chien-Chin Huang, Gu Jin, Jinyang Li:
SwapAdvisor: Pushing Deep Learning Beyond the GPU Memory Limit via Smart Swapping. ASPLOS 2020: 1341-1355
2010 – 2019
- 2019
- [b1]Chien-Chin Huang:
Scalable Machine Learning using Dataflow Graph Analysis. New York University, USA, 2019 - [c2]Minjie Wang, Chien-Chin Huang, Jinyang Li:
Supporting Very Large Models using Automatic Dataflow Graph Partitioning. EuroSys 2019: 26:1-26:17 - 2018
- [i3]Minjie Wang, Chien-Chin Huang, Jinyang Li:
Unifying Data, Model and Hybrid Parallelism in Deep Learning via Tensor Tiling. CoRR abs/1805.04170 (2018) - [i2]Minjie Wang, Chien-Chin Huang, Jinyang Li:
Supporting Very Large Models using Automatic Dataflow Graph Partitioning. CoRR abs/1807.08887 (2018) - 2015
- [c1]Chien-Chin Huang, Qi Chen, Zhaoguo Wang, Russell Power, Jorge Ortiz, Jinyang Li, Zhen Xiao:
Spartan: A Distributed Array Framework with Smart Tiling. USENIX ATC 2015: 1-15 - [i1]Jorge Ortiz, Chien-Chin Huang, Supriyo Chakraborty:
Get More With Less: Near Real-Time Image Clustering on Mobile Phones. CoRR abs/1512.02972 (2015) - 2014
- [j1]Po-Chun Huang, Yuan-Hao Chang
, Kam-yiu Lam
, Jiantao Wang, Chien-Chin Huang:
Garbage Collection for Multiversion Index in Flash-Based Embedded Databases. ACM Trans. Design Autom. Electr. Syst. 19(3): 25:1-25:27 (2014)
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