Carlo C. del Mundo

According to our database, Carlo C. del Mundo authored at least 12 papers between 2013 and 2024.

Collaborative distances:

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

2024

eDKM: An Efficient and Accurate Train-Time Weight Clustering for Large Language Models.

Minsik Cho, Keivan Alizadeh-Vahid, Qichen Fu, Saurabh Adya, Carlo C. del Mundo, Mohammad Rastegari, Devang Naik, Peter Zatloukal

IEEE Comput. Archit. Lett., 2024

ReLU Strikes Back: Exploiting Activation Sparsity in Large Language Models.

Seyed-Iman Mirzadeh, Keivan Alizadeh-Vahid, Sachin Mehta, Carlo C. del Mundo, Oncel Tuzel, Golnoosh Samei, Mohammad Rastegari, Mehrdad Farajtabar

Proceedings of the Twelfth International Conference on Learning Representations, 2024

LLM in a flash: Efficient Large Language Model Inference with Limited Memory.

Keivan Alizadeh, Seyed-Iman Mirzadeh, Dmitry Belenko, S. Khatamifard, Minsik Cho, Carlo C. del Mundo, Mohammad Rastegari, Mehrdad Farajtabar

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

LLM in a flash: Efficient Large Language Model Inference with Limited Memory.

Keivan Alizadeh, Seyed-Iman Mirzadeh, Dmitry Belenko, Karen Khatamifard, Minsik Cho, Carlo C. del Mundo, Mohammad Rastegari, Mehrdad Farajtabar

CoRR, 2023

2018

Application Codesign of Near-Data Processing for Similarity Search.

Vincent T. Lee, Amrita Mazumdar, Carlo C. del Mundo, Armin Alaghi, Luis Ceze, Mark Oskin

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

2017

Similarity Search on Automata Processors.

Vincent T. Lee, Justin Kotalik, Carlo C. del Mundo, Armin Alaghi, Luis Ceze, Mark Oskin

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium, 2017

POSTER: Application-Driven Near-Data Processing for Similarity Search.

Vincent T. Lee, Amrita Mazumdar, Carlo C. del Mundo, Armin Alaghi, Luis Ceze, Mark Oskin

Proceedings of the 26th International Conference on Parallel Architectures and Compilation Techniques, 2017

2016

NCAM: Near-Data Processing for Nearest Neighbor Search.

Vincent T. Lee, Carlo C. del Mundo, Armin Alaghi, Luis Ceze, Mark Oskin, Ali Farhadi

CoRR, 2016

Near Memory Similarity Search on Automata Processors.

Vincent T. Lee, Justin Kotalik, Carlo C. del Mundo, Armin Alaghi, Luis Ceze, Mark Oskin

CoRR, 2016

2015

NCAM: Near-Data Processing for Nearest Neighbor Search.

Carlo C. del Mundo, Vincent T. Lee, Luis Ceze, Mark Oskin

Proceedings of the 2015 International Symposium on Memory Systems, 2015

2014

Towards a performance-portable FFT library for heterogeneous computing.

Carlo C. del Mundo, Wu-chun Feng

Proceedings of the Computing Frontiers Conference, CF'14, 2014

2013

Accelerating fast Fourier Transform for wideband channelization.

Carlo C. del Mundo, Vignesh Adhinarayanan, Wu-chun Feng

Proceedings of IEEE International Conference on Communications, 2013