Chien-Chin Huang

According to our database, Chien-Chin Huang authored at least 10 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

TorchTitan: One-stop PyTorch native solution for production ready LLM pre-training.

Wanchao Liang, Tianyu Liu, Less Wright, Will Constable, Andrew Gu, Chien-Chin Huang, Iris Zhang, Wei Feng, Howard Huang, Junjie Wang, Sanket Purandare, Gokul Nadathur, Stratos Idreos

CoRR, 2024

2023

PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel.

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

Proc. VLDB Endow., 2023

PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel.

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

CoRR, 2023

2020

SwapAdvisor: Pushing Deep Learning Beyond the GPU Memory Limit via Smart Swapping.

Chien-Chin Huang, Gu Jin, Jinyang Li

Proceedings of the ASPLOS '20: Architectural Support for Programming Languages and Operating Systems, 2020

2019

Scalable Machine Learning using Dataflow Graph Analysis.

Chien-Chin Huang

PhD thesis, 2019

Supporting Very Large Models using Automatic Dataflow Graph Partitioning.

Minjie Wang, Chien-Chin Huang, Jinyang Li

Proceedings of the Fourteenth EuroSys Conference 2019, Dresden, Germany, March 25-28, 2019, 2019

2018

Unifying Data, Model and Hybrid Parallelism in Deep Learning via Tensor Tiling.

Minjie Wang, Chien-Chin Huang, Jinyang Li

CoRR, 2018

2015

Get More With Less: Near Real-Time Image Clustering on Mobile Phones.

Jorge Ortiz, Chien-Chin Huang, Supriyo Chakraborty

CoRR, 2015

Spartan: A Distributed Array Framework with Smart Tiling.

Chien-Chin Huang, Qi Chen, Zhaoguo Wang, Russell Power, Jorge Ortiz, Jinyang Li, Zhen Xiao

Proceedings of the 2015 USENIX Annual Technical Conference, 2015

2014

Garbage Collection for Multiversion Index in Flash-Based Embedded Databases.

Po-Chun Huang, Yuan-Hao Chang, Kam-yiu Lam, Jiantao Wang, Chien-Chin Huang

ACM Trans. Design Autom. Electr. Syst., 2014