Sean Lie

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 11

Top Topics

Language Modelling

Top Venues

Publications

Abhinav Agarwalla, Abhay Gupta, Alexandre Marques, Shubhra Pandit, Michael Goin, Eldar Kurtic, Kevin Leong, Tuan Nguyen, Mahmoud Salem, Dan Alistarh, Sean Lie, Mark Kurtz
Enabling High-Sparsity Foundational Llama Models with Efficient Pretraining and Deployment. CoRR (2024)
Sean Lie
Inside the Cerebras Wafer-Scale Cluster. IEEE Micro 44 (3) (2024)
Vithursan Thangarasa, Mahmoud Salem, Shreyas Saxena, Chen-Yu Leong, Joel Hestness, Sean Lie
MediSwift: Efficient Sparse Pre-trained Biomedical Language Models. ACL (Findings) (2024)
Vithursan Thangarasa, Mahmoud Salem, Shreyas Saxena, Kevin Leong, Joel Hestness, Sean Lie
MediSwift: Efficient Sparse Pre-trained Biomedical Language Models. CoRR (2024)
Vithursan Thangarasa, Abhay Gupta, William Marshall, Tianda Li, Kevin Leong, Dennis DeCoste, Sean Lie, Shreyas Saxena
SPDF: Sparse Pre-training and Dense Fine-tuning for Large Language Models. CoRR (2023)
Vithursan Thangarasa, Abhay Gupta, William Marshall, Tianda Li, Kevin Leong, Dennis DeCoste, Sean Lie, Shreyas Saxena
SPDF: Sparse Pre-training and Dense Fine-tuning for Large Language Models. UAI (2023)
Sean Lie
Inside the Cerebras Wafer-Scale Cluster: Cerebras Systems. HCS (2023)
Sean Lie
Cerebras Architecture Deep Dive: First Look Inside the Hardware/Software Co-Design for Deep Learning. IEEE Micro 43 (3) (2023)
Shreyas Saxena, Vithursan Thangarasa, Abhay Gupta, Sean Lie
SIFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency. CoRR (2023)
Sean Lie
Cerebras Architecture Deep Dive: First Look Inside the HW/SW Co-Design for Deep Learning : Cerebras Systems. HCS (2022)
Sean Lie
Multi-Million Core, Multi-Wafer AI Cluster. HCS (2021)
Kshitij Sudan, Saisanthosh Balakrishnan, Sean Lie, Min Xu, Dhiraj Mallick, Gary Lauterbach, Rajeev Balasubramonian
A novel system architecture for web scale applications using lightweight CPUs and virtualized I/O. HPCA (2013)
Ashutosh Dhodapkar, Gary Lauterbach, Sean Lie, Dhiraj Mallick, Jim Bauman, Sundar Kanthadai, Toru Kuzuhara, Gene Shen, Min Xu, Chris Zhang
SeaMicro SM10000-64 server: Building datacenter servers using cell phone chips. Hot Chips Symposium (2011)
C. Scott Ananian, Krste Asanovic, Bradley C. Kuszmaul, Charles E. Leiserson, Sean Lie
Unbounded Transactional Memory. IEEE Micro 26 (1) (2006)
C. Scott Ananian, Krste Asanovic, Bradley C. Kuszmaul, Charles E. Leiserson, Sean Lie
Unbounded Transactional Memory. HPCA (2005)