Lab directory
Parallel System Architecture Lab
Parallel System Architecture Lab
POSTECH · Computer Science and Engineering
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Professor
Prof. 김광선
Professor's page · publicationsAbout
컴퓨터 아키텍처와 병렬 시스템을 연구한다. AI 가속기 하드웨어/소프트웨어, GPU 시스템, 메모리 시스템 설계를 중심으로 한다.
Research keywords
Computer ArchitectureAI Accelerator HW/SWGPU SystemsMemory System
Selected publications
- A Programming Model for Efficient Inter-kernel Control-flow on Memory-mapped Near-data Processing Architecture (WIP)ACM SIGPLAN/SIGBED LCTES (work-in-progress track) · 2026
- PyTorchSim: A Comprehensive, Fast, and Accurate NPU Simulation FrameworkIEEE/ACM MICRO · 2025
- LibraPIM: Dynamic Load Rebalancing to Maximize Utilization in PIM-Assisted LLM Inference SystemsInternational Conference on Parallel Architectures and Compilation Techniques (PACT) · 2025
- Cost-Effective Extension of DRAM-PIM for Group-Wise LLM QuantizationIEEE Computer Architecture Letters (CAL) · 2025
- Low-overhead General-purpose Near-Data Processing in CXL Memory ExpandersIEEE/ACM MICRO · 2024
- NeuPIMs: NPU-PIM Heterogeneous Acceleration for Batched LLM InferencingASPLOS · 2024
Other labs in this department
- Human-AI Interaction and Visualization Lab
Sung Ahn Ko
Data Science, LLMs, Visualization, HCI, Social Computing/Science
- Computer Vision Lab
Suha Kwak
Computer Vision, Machine Learning, Robotics
- Machine Learning Lab
Dongwoo Kim
Machine Learning, Computational Social Science
- Computer Security Lab
Seulbae Kim
Computer Security, Cyber-physical Systems
- Medical Information Processing Lab
Wonhwa Kim
Machine Learning, Computer Vision, Medical Imaging
- Natural Language Processing Lab
Hyounghun Kim
Natural Language Processing, Multimodal Learning