Carlo C. del Mundo

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 8

Top Topics

Triangle Inequality

Data Processing

Similarity Search

Top Venues

Publications

Minsik Cho, Keivan Alizadeh-Vahid, Qichen Fu, Saurabh Adya, Carlo C. del Mundo, Mohammad Rastegari, Devang Naik, Peter Zatloukal
eDKM: An Efficient and Accurate Train-Time Weight Clustering for Large Language Models. IEEE Comput. Archit. Lett. 23 (1) (2024)
Seyed-Iman Mirzadeh, Keivan Alizadeh-Vahid, Sachin Mehta, Carlo C. del Mundo, Oncel Tuzel, Golnoosh Samei, Mohammad Rastegari, Mehrdad Farajtabar
ReLU Strikes Back: Exploiting Activation Sparsity in Large Language Models. ICLR (2024)
Keivan Alizadeh, Seyed-Iman Mirzadeh, Dmitry Belenko, S. Khatamifard, Minsik Cho, Carlo C. del Mundo, Mohammad Rastegari, Mehrdad Farajtabar
LLM in a flash: Efficient Large Language Model Inference with Limited Memory. ACL (1) (2024)
Vincent T. Lee, Amrita Mazumdar, Carlo C. del Mundo, Armin Alaghi, Luis Ceze, Mark Oskin
Application Codesign of Near-Data Processing for Similarity Search. IPDPS (2018)
Vincent T. Lee, Amrita Mazumdar, Carlo C. del Mundo, Armin Alaghi, Luis Ceze, Mark Oskin
POSTER: Application-Driven Near-Data Processing for Similarity Search. PACT (2017)
Vincent T. Lee, Justin Kotalik, Carlo C. del Mundo, Armin Alaghi, Luis Ceze, Mark Oskin
Similarity Search on Automata Processors. IPDPS (2017)
Vincent T. Lee, Carlo C. del Mundo, Armin Alaghi, Luis Ceze, Mark Oskin, Ali Farhadi
NCAM: Near-Data Processing for Nearest Neighbor Search. CoRR (2016)
Vincent T. Lee, Justin Kotalik, Carlo C. del Mundo, Armin Alaghi, Luis Ceze, Mark Oskin
Near Memory Similarity Search on Automata Processors. CoRR (2016)
Carlo C. del Mundo, Vincent T. Lee, Luis Ceze, Mark Oskin
NCAM: Near-Data Processing for Nearest Neighbor Search. MEMSYS (2015)
Carlo C. del Mundo, Wu-chun Feng
Towards a performance-portable FFT library for heterogeneous computing. Conf. Computing Frontiers (2014)
Carlo C. del Mundo, Vignesh Adhinarayanan, Wu-chun Feng
Accelerating fast Fourier Transform for wideband channelization. ICC (2013)