Yeonju Ro

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Memory Bandwidth

Training Examples

Uniform Quantization

Top Venues

Publications

Ajay Jaiswal, Bodun Hu, Lu Yin, Yeonju Ro, Shiwei Liu, Tianlong Chen, Aditya Akella
FFN-SkipLLM: A Hidden Gem for Autoregressive Decoding with Adaptive Feed Forward Skipping. CoRR (2024)
Yeonju Ro, Zhangyang Wang, Vijay Chidambaram, Aditya Akella
Lowering the Pre-training Tax for Gradient-based Subset Training: A Lightweight Distributed Pre-Training Toolkit. ICML (2023)
Jiaxin Lin, Adney Cardoza, Tarannum Khan, Yeonju Ro, Brent E. Stephens, Hassan M. G. Wassel, Aditya Akella
RingLeader: Efficiently Offloading Intra-Server Orchestration to NICs. NSDI (2023)
Yeonju Ro, Cong Xu, Agnieszka Ciborowska, Suparna Bhattacharya, Frankie Li, Martin Foltin
Dataset Efficient Training with Model Ensembling. CVPR Workshops (2023)
Yongkweon Jeon, Chungman Lee, Eulrang Cho, Yeonju Ro
Mr.BiQ: Post-Training Non-Uniform Quantization based on Minimizing the Reconstruction Error. CVPR (2022)
Yeonju Ro, Seongwook Jin, Jaehyuk Huh, John Kim
Ghost Routing to Enable Oblivious Computation on Memory-centric Networks. ISCA (2021)
Byeongwook Kim, Dongsoo Lee, Yeonju Ro, Yongkweon Jeon, Se Jung Kwon, Baeseong Park, Daehwan Oh
Q-Rater: Non-Convex Optimization for Post-Training Uniform Quantization. CoRR (2021)
Baeseong Park, Se Jung Kwon, Dongsoo Lee, Daehwan Oh, Byeongwook Kim, Yongkweon Jeon, Yeonju Ro
Sequential Encryption of Sparse Neural Networks Toward Optimum Representation of Irregular Sparsity. CoRR (2021)
Byungchul Hong, Yeonju Ro, John Kim
Multi-dimensional Parallel Training of Winograd Layer on Memory-Centric Architecture. MICRO (2018)