Carlo C. del Mundo

15 papers A* 2A 2B 1Journal 6Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	eDKM: An Efficient and Accurate Train-Time Weight Clustering for Large Language Models. HPCA Minsik Cho, Keivan Alizadeh-Vahid, Qichen Fu, Saurabh Adya, Carlo C. del Mundo, Mohammad Rastegari, Devang Naik, Peter Zatloukal
2024	—	`conf`	LLM in a flash: Efficient Large Language Model Inference with Limited Memory. ACL (1) Keivan Alizadeh, Iman Mirzadeh, Dmitry Belenko, S. Khatamifard, Minsik Cho, Carlo C. del Mundo, Mohammad Rastegari, Mehrdad Farajtabar
2024	A*	`conf`	ReLU Strikes Back: Exploiting Activation Sparsity in Large Language Models. ICLR Iman Mirzadeh, Keivan Alizadeh-Vahid, Sachin Mehta, Carlo C. del Mundo, Oncel Tuzel, Golnoosh Samei, Mohammad Rastegari, Mehrdad Farajtabar
2024	J	`jnl`	eDKM: An Efficient and Accurate Train-Time Weight Clustering for Large Language Models. IEEE Comput. Archit. Lett. Minsik Cho, Keivan Alizadeh-Vahid, Qichen Fu, Saurabh Adya, Carlo C. del Mundo, Mohammad Rastegari, Devang Naik, Peter Zatloukal
2023	J	`jnl`	LLM in a flash: Efficient Large Language Model Inference with Limited Memory. CoRR Keivan Alizadeh, Iman Mirzadeh, Dmitry Belenko, Karen Khatamifard, Minsik Cho, Carlo C. del Mundo, Mohammad Rastegari, Mehrdad Farajtabar
2023	J	`jnl`	ReLU Strikes Back: Exploiting Activation Sparsity in Large Language Models. CoRR Iman Mirzadeh, Keivan Alizadeh, Sachin Mehta, Carlo C. del Mundo, Oncel Tuzel, Golnoosh Samei, Mohammad Rastegari, Mehrdad Farajtabar
2023	J	`jnl`	eDKM: An Efficient and Accurate Train-time Weight Clustering for Large Language Models. CoRR Minsik Cho, Keivan Alizadeh-Vahid, Qichen Fu, Saurabh Adya, Carlo C. del Mundo, Mohammad Rastegari, Devang Naik, Peter Zatloukal
2018	A	`conf`	Application Codesign of Near-Data Processing for Similarity Search. IPDPS Vincent T. Lee, Amrita Mazumdar, Carlo C. del Mundo, Armin Alaghi, Luis Ceze, Mark Oskin
2017	B	`conf`	POSTER: Application-Driven Near-Data Processing for Similarity Search. PACT Vincent T. Lee, Amrita Mazumdar, Carlo C. del Mundo, Armin Alaghi, Luis Ceze, Mark Oskin
2017	A	`conf`	Similarity Search on Automata Processors. IPDPS Vincent T. Lee, Justin Kotalik, Carlo C. del Mundo, Armin Alaghi, Luis Ceze, Mark Oskin
2016	J	`jnl`	NCAM: Near-Data Processing for Nearest Neighbor Search. CoRR Vincent T. Lee, Carlo C. del Mundo, Armin Alaghi, Luis Ceze, Mark Oskin, Ali Farhadi
2016	J	`jnl`	Near Memory Similarity Search on Automata Processors. CoRR Vincent T. Lee, Justin Kotalik, Carlo C. del Mundo, Armin Alaghi, Luis Ceze, Mark Oskin
2015	—	`conf`	NCAM: Near-Data Processing for Nearest Neighbor Search. MEMSYS Carlo C. del Mundo, Vincent T. Lee, Luis Ceze, Mark Oskin
2014	—	`conf`	Towards a performance-portable FFT library for heterogeneous computing. Conf. Computing Frontiers Carlo C. del Mundo, Wu-chun Feng
2013	—	`conf`	Accelerating fast Fourier Transform for wideband channelization. ICC Carlo C. del Mundo, Vignesh Adhinarayanan, Wu-chun Feng