Garbage Collection for Multiversion Index in Flash-Based Embedded Databases. - Po-Chun Huang; Yuan-Hao Chang 001; Kam-yiu Lam; Jiantao Wang; Chien-Chin Huang (ACM Trans. Design Autom. Electr. Syst., 2014)

Spartan: A Distributed Array Framework with Smart Tiling. - Chien-Chin Huang; Qi Chen 009; Zhaoguo Wang; Russell Power; Jorge Ortiz 001; Jinyang Li 001; Zhen Xiao (USENIX ATC, 2015)

Get More With Less: Near Real-Time Image Clustering on Mobile Phones. - Jorge Ortiz 001; Chien-Chin Huang; Supriyo Chakraborty (CoRR, 2015)

Unifying Data, Model and Hybrid Parallelism in Deep Learning via Tensor Tiling. - Minjie Wang; Chien-Chin Huang; Jinyang Li 001 (CoRR, 2018)

Supporting Very Large Models using Automatic Dataflow Graph Partitioning. - Minjie Wang; Chien-Chin Huang; Jinyang Li 001 (EuroSys, 2019)

Scalable Machine Learning using Dataflow Graph Analysis. - Chien-Chin Huang (2019)

SwapAdvisor: Pushing Deep Learning Beyond the GPU Memory Limit via Smart Swapping. - Chien-Chin Huang; Gu Jin; Jinyang Li 001 (ASPLOS, 2020)

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; et al. (CoRR, 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; et al. (Proc. VLDB Endow., 2023)

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; et al. (CoRR, 2024)

TorchTitan: One-stop PyTorch native solution for production ready LLM pretraining. - 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; et al. (ICLR, 2025)