DATE

3D Integration of Hybrid IGZO/Si and IGZO eDRAMs for High-Density/High-Performance On-Chip Memory

Munhyeon Kim, Sukhyun Choi, Yulhwa Kim, Jae-Joon Kim

Fast and Energy-Efficient Support for Low-Precision LLMs on PIM

Byeori Kim, Sangjun Lee, Eunhyeok Park

IterQuant: Iterative Quantization Framework for Mixed-Precision LLM Compression

Hyungyo Jeong, Jiwoo Kim, Hyeokjun Kwon, Jaeho Lee, Youngjoo Lee

TSIM4ICS: Trace-Driven SystemC-TLM Simulation Framework for I/O Die-Based Multi-Chiplet Systems

Youngchul Yoon, Soonhoi Ha

An eDRAM Digital In-Memory Neural Network Accelerator for High-Throughput and Extended Data Retention Time

Inhwan Lee, Jehun Lee, Jaeyong Jang, Jae-Joon Kim

COMPASS: A Compiler Framework for Resource-Constrained Crossbar-Array Based In-Memory Deep Learning Accelerators

Jihoon Park*, Jeongin Choe*, Dohyun Kim, Jae-Joon Kim

Compute-in-Memory Array Design using Stacked Hybrid IGZO/Si eDRAM cells

Munhyeon Kim, Yulhwa Kim, Jae-Joon Kim

Efficient Approximate Nearest Neighbor Search via Data-AdaptiveParameter Adjustment in Hierarchical Navigable Small Graphs

Huijun Jin, Jieun Lee, Shengmin Piao, Sangmin Seo, Sein Kwon, Sanghyun Park

Integer Unit-based Outlier-Aware LLM Accelerator Preserving Numerical Accuracy of FP-FP GEMM

Jehun Lee, Jae-Joon Kim

Discovering Efficient Fused Layer Configurations for Executing Multi-Workloads on Multi-core NPUs

Younghyun Lee, Hyejun Kim, Yongseung Yu, Myeongjin Cho, Jiwon Seo, and Yongjun Park

Pipette: Automatic Fine-Grained Large Language Model Training Configurator for Real-World Clusters

Jinkyu Yim, Jaeyong Song, Yerim Choi, Jaebeen Lee, Jaewon Jung, Hongsun Jang, Jinho Lee

FPGA-Based Accelerator for Rank-Enhanced and Highly-Pruned Block-Circulant Neural Networks

Haena Song, Jongho Yoon, Dohun Kim, Eunji Kwon, Tae-Hyun Oh, Seokhyeong Kang

Pipe-BD: Pipelined Parallel Blockwise Distillation

Hongsun Jang, Jaewon Jung, Jaeyong Song, Joonsang Yu, Youngsok Kim, Jinho Lee

Pipe-BD: Pipelined Parallel Blockwise Distillation

Hongsun Jang, Jaewon Jung, Jaeyong Song, Joonsang Yu, Youngsok Kim, Jinho Lee