Chien-Chin Huang

12 papers A* 2A 1Journal 7Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	TorchTitan: One-stop PyTorch native solution for production ready LLM pretraining. ICLR 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
2024	J	`jnl`	TorchTitan: One-stop PyTorch native solution for production ready LLM pre-training. CoRR 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
2023	J	`jnl`	PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel. CoRR 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
2023	J	`jnl`	PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel. Proc. VLDB Endow. 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
2020	A*	`conf`	SwapAdvisor: Pushing Deep Learning Beyond the GPU Memory Limit via Smart Swapping. ASPLOS Chien-Chin Huang, Gu Jin, Jinyang Li
2019	—	`—`	Scalable Machine Learning using Dataflow Graph Analysis. Chien-Chin Huang
2019	A	`conf`	Supporting Very Large Models using Automatic Dataflow Graph Partitioning. EuroSys Minjie Wang, Chien-Chin Huang, Jinyang Li
2018	J	`jnl`	Supporting Very Large Models using Automatic Dataflow Graph Partitioning. CoRR Minjie Wang, Chien-Chin Huang, Jinyang Li
2018	J	`jnl`	Unifying Data, Model and Hybrid Parallelism in Deep Learning via Tensor Tiling. CoRR Minjie Wang, Chien-Chin Huang, Jinyang Li
2015	J	`jnl`	Get More With Less: Near Real-Time Image Clustering on Mobile Phones. CoRR Jorge Ortiz, Chien-Chin Huang, Supriyo Chakraborty
2015	—	`conf`	Spartan: A Distributed Array Framework with Smart Tiling. USENIX ATC Chien-Chin Huang, Qi Chen, Zhaoguo Wang, Russell Power, Jorge Ortiz, Jinyang Li, Zhen Xiao
2014	J	`jnl`	Garbage Collection for Multiversion Index in Flash-Based Embedded Databases. ACM Trans. Design Autom. Electr. Syst. Po-Chun Huang, Yuan-Hao Chang, Kam-yiu Lam, Jiantao Wang, Chien-Chin Huang