MICRO

NetFED: Network-Aware Acceleration for Multi-Key Privacy-Preserving Federated Learning Aggregation

Jaeho Jeon, Wonjin Shin, Sungwoong Yune, Joo-Young Kim

NOVA: Technology-Architecture Co-Design of Near-Memory Processing for Attention-SSM-MoE Hybrid LLM Inference

In-Jun Jung, Jaeha Min, Joo-Young Kim

OzCore: An Ozaki-Scheme-II-Based GEMM Architecture for Unified Integer and Floating-Point Computation

Jihoon Park, Junhee Lee, Howon Lee, Jinsu Kim, Jinseok Kim, Jae-Joon Kim

WiFlash: Wordline-Parallel Approximate Nearest Neighbor Search Inside Flash Cell Array

Hyunjin Kim*, Juchan Lee*, Inseong Choi, Jinho Lee, Jae-Joon Kim

WiFlash: Wordline-Parallel Approximate Nearest Neighbor Search Inside Flash Cell Array

Hyunjin Kim, Juchan Lee, Inseong Choi, Jinho Lee, Jae-Joon Kim

CrossBit: Bitwise Computing in NAND Flash Memory with Inter-Bitline Data Communication

Hyunjin Kim, Seunghwan Song, Sukhyun Choi, Jeongin Choe, Sanghyeok Han, Jisung Park, Jinho Lee, Jae-Joon Kim

CrossBit: Bitwise Computing in NAND Flash Memory with Inter-Bitline Data Communication

Hyunjin Kim, Seunghwan Song, Sukhyun Choi, Jeongin Choe, Sanghyeok Han, Jisung Park, Jinho Lee, Jae-Joon Kim

FALA: Locality-Aware PIM-Host Cooperation for Graph Processing with Fine-Grained Column Access

Changmin Shin, Jaeyong Song, Seongmin Na, Jun Sung, Hongsun Jang, Jinho Lee

HLX: A Unified Pipelined Architecture for Optimized Performance of Hybrid Transformer-Mamba Language Models

In-Jun Jung, Gyeongrok Yang, Jaeha Min, Joo-Young Kim

LATPC: Accelerating GPU Address Translation Using Locality-Aware TLB Prefetching and MSHR Compression

Yeonan Ha, Jiho Park, Hanna Cha, Jiwon Lee, Joonsung Kim, Won Woo Ro, Youngsok Kim

AdapTiV: Sign-Similarity based Image-Adaptive Token Merging for Vision Transformer Acceleration

Seungjae Yoo, Hangyeol Kim, Joo-Young Kim

Duplex: A Device for Large Language Models with Mixture of Experts, Grouped Query Attention, and Continuous Batching

S. Yun, K. Kyung, J. Cho, J. Choi, J. Kim, B. Kim, S. Lee, K. Sohn, and J. Ahn

Low-overhead General-purpose Near-Data Processing in CXL Memory Expanders

Hyungkyu Ham*, Jeongmin Hong*, Geonwoo Park, Yunseon Shin, Okkyun Woo, Wonhyuk Yang, Jinhoon Bae, Eunhyeok Park, Hyojin Sung, Euicheol Lim, Gwangsun Kim (*: co-first authors)

PIM-MMU: A Memory Management Unit for Accelerating Data Transfers in Commercial PIM Systems

Dongjae Lee, Bongjoon Hyun, Taehun Kim, and Minsoo Rhu

Uncovering Real GPU NoC Characteristics: Implications on Interconnect Architecture

Zhixian Jin, Christopher Rocca, Jiho Kim, Hans Kasan, Minsoo Rhu, Ali Bakhoda, Tor Aamodt, and John Kim

VGA: Hardware Accelerator for Scalable Long Sequence Model Inference

Seung Yul Lee, Hyunseung Lee, Jihoon Hong, SangLyul Cho, and Jae W. Lee

vTrain: A Simulation Framework for Evaluating Cost-effective and Compute-optimal Large Language Model Training

Jehyeon Bang, Yujeong Choi, Myeongwoo Kim, Yongdeok Kim, and Minsoo Rhu

Demystifying CXL Memory with Genuine CXL-Ready Systems and Devices

Y. Sun, Y. Yuan, Z. Yu, R. Kuper, C. Song, J. Huang, H. Ji, S. Agarwal, J. Lou, I. Jeong, R. Wang, J. Ahn, T. Xu, N. Kim

How to Kill the Second Bird with One ECC: The Pursuit of Row Hammer Resilient DRAM

M. J. Kim, M. Wi, J. Park, S. Ko, J. Choi, H. Nam, N. Kim, J. Ahn, E. Lee

McCore: A Holistic Management of High-Performance Heterogeneous Multicores

Jaewon Kwon, Yongju Lee, Hongju Kal, Minjae Kim, Youngsok Kim, Won Woo Ro

Strix: An End-to-End Streaming Architecture with Two-Level Ciphertext Batching for Fully Homomorphic Encryption with Programmable Bootstrapping

Adiwena Putra, Prasetiyo, Yi Chen, John Kim, Joo-Young Kim