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이종은 교수

Jongeun Lee

UNIST 전기전자공학과 · 컴퓨터과학

연구실 소개

이종은 교수의 연구실은 고성능·에너지 효율적인 아키텍처 설계를 목표로 하며, 특히 코arse-grained 재구성 가능한 아키텍처(CGRA)와 응용 특화 지시어 설계를 핵심으로 연구를 진행하고 있습니다. 컴파일러 기반 최적화 기법을 통해 루프 가속, 메모리 병목 해소, 소프트 에러 저감 등 다양한 성능 및 신뢰성 문제를 해결하고자 하며, 하드웨어와 소프트웨어의 협업 설계 기법을 중심으로 기술 혁신을 이룹니다. 특히 반복 구조의 효율적 매핑과 지시어 세트 자동 합성 기법 개발에 주력하고 있습니다.

코arse-grained 재구성응용 특화 지시어컴파일러 최적화루프 매핑에너지 효율 아키텍처

연구 현황

논문 수
243
총 인용 수
3,583
최근 5년 논문
49
주요 분야
컴퓨터과학

연구 성과 추이

표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.

5개년 연도별 논문 게재 수
49총합
2022
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2026
5개년 연도별 피인용 수
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주요 논문

15
1
논문|인용수 90·2003
Compilation approach for coarse-grained reconfigurable architectures
Jongeun Lee, Ki‐Young Choi, Nikil Dutt
IEEE Design & Test of Computers

Coarse-grained reconfigurable architectures can enhance the performance of critical loops and computation-intensive functions. Such architectures need efficient compilation techniques to map algorithms onto customized architectural configurations. A new compilation approach uses a generic reconfigurable architecture to tackle the memory bottleneck that typically limits the performance of many applications.

Hardware and ArchitectureComputer Science
2
논문|인용수 63·2007
Instruction set synthesis with efficient instruction encoding for configurable processors
Jongeun Lee, Ki‐Young Choi, Nikil Dutt
SJR Q2ACM Transactions on Design Automation of Electronic Systems

Application-specific instructions can significantly improve the performance, energy-efficiency, and code size of configurable processors. While generating new instructions from application-specific operation patterns has been a common way to improve the instruction set (IS) of a configurable processor, automating the design of ISs for given applications poses new challenges---how to create as well as utilize new instructions in a systematic manner, and how to choose the best set of application-s

Hardware and ArchitectureComputer Science
3
논문|인용수 47·2003
An algorithm for mapping loops onto coarse-grained reconfigurable architectures
Jongeun Lee, Ki‐Young Choi, Nikil Dutt
ACM SIGPLAN Notices

With the increasing demand for flexible yet highly efficient architecture platforms for media applications, there is a growing interest in the Coarse-grained Reconfigurable Architectures (CRAs). While many CRAs have demonstrated impressive performance improvement, the lack of compilation technology for such architectures causes a bottleneck in the current design process. In this paper, we present a novel mapping algorithm designed to support Reconfigurable ALU Array (RAA) architectures, that rep

Hardware and ArchitectureComputer Science
4
논문|인용수 46·2002
Efficient instruction encoding for automatic instruction set design of configurable ASIPs
Jongeun Lee, Ki‐Young Choi, Nikil Dutt
Digest of technical papers/Digest of technical papers - IEEE/ACM International Conference on Computer-Aided Design

Application-specific instructions can significantly improve the performance, energy, and code size of configurable processors. A common approach used in the design of such instructions is to convert application-specific operation patterns into new complex instructions. However, processors with a fixed instruction bitwidth cannot accommodate all the potentially interesting operation patterns, due to the limited code space afforded by the fixed instruction bitwidth. We present a novel instruction

Hardware and ArchitectureComputer Science
5
논문|인용수 33·2000
Social and academic intelligences: a multitrait–multimethod study of their crystallized and fluid characteristics
Jongeun Lee, Chau-Ming T. Wong, Jeanne D. Day, Scott E. Maxwell, Pamela K. Thorpe
SJR Q1Personality and Individual Differences
Social PsychologyPsychology
6
논문|인용수 32·2014
Flattening-based mapping of imperfect loop nests for CGRAs
Jongeun Lee, Seongseok Seo, Hong Sik Lee, Hyeon Uk Sim

For loop accelerators such as coarse-grained reconfigurable architectures (CGRAs) and GP-GPUs, nested loops represent an important source of parallelism. Existing solutions to mapping nested loops on CGRAs, however, are either designed for perfectly nested loops only, or expensive and inflexible. Efficient CGRA mapping of imperfect loops with arbitrary nesting depth still remains a challenge. In this paper we propose a compiler-hardware co-operative approach that is flexible and yet able to gene

Hardware and ArchitectureComputer Science
7
논문|인용수 27·2009
Static analysis to mitigate soft errors in register files
Jongeun Lee, Aviral Shrivastava
Design, Automation, and Test in Europe

With continuous technology scaling, soft errors are becoming an increasingly important design concern even for earth-bound applications. While compiler approaches have the potential to mitigate the effect of soft errors with minimal runtime overheads, static vulnerability estimation---an essential part of compiler approaches---is lacking due to its inherent complexity. This paper presents a static analysis approach for Register File (RF) vulnerability estimation. We decompose the vulnerability o

Electrical and Electronic EngineeringEngineering
8
논문|인용수 27·2009
A compiler optimization to reduce soft errors in register files
Jongeun Lee, Aviral Shrivastava

Register file (RF) is extremely vulnerable to soft errors, and traditional redundancy based schemes to protect the RF are prohibitive not only because RF is often in the timing critical path of the processor, but also since it is one of the hottest blocks on the chip, and therefore adding any extra circuitry to it is not desirable. Pure software approaches would be ideal in this case, but previous approaches that are based on program duplication have very significant runtime overheads, and other

Electrical and Electronic EngineeringEngineering
9
논문|인용수 27·2019
Cost-effective stochastic MAC circuits for deep neural networks
Hyeonuk Sim, Jongeun Lee
SJR Q1Neural NetworksOA
Computer Networks and CommunicationsComputer Science
10
논문|인용수 26·2010
A Compiler-Microarchitecture Hybrid Approach to Soft Error Reduction for Register Files
Jongeun Lee, Aviral Shrivastava
SJR Q1IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

For embedded systems, where neither energy nor reliability can be easily sacrificed, this paper presents an energy efficient soft error protection scheme for register files (RFs). Unlike previous approaches, the proposed method explicitly optimizes for energy efficiency and can exploit the fundamental tradeoff between reliability and energy. While even simple compiler-managed RF protection scheme can be more energy efficient than hardware schemes, this paper formulates and solves further compile

Electrical and Electronic EngineeringEngineering
11
논문|인용수 21·2011
Static Analysis of Register File Vulnerability
Jongeun Lee, Aviral Shrivastava
SJR Q1IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

With continuous technology scaling, soft errors are becoming an increasingly important design concern even for earth-bound applications. While compiler approaches have the potential to mitigate the effect of soft errors with minimal runtime overheads, static vulnerability estimation-an essential part of compiler approaches-is lacking due to its inherent complexity. This paper presents a static analysis approach for register file (RF) vulnerability estimation. We decompose the vulnerability of a

Electrical and Electronic EngineeringEngineering
12
논문|인용수 21·2003
An algorithm for mapping loops onto coarse-grained reconfigurable architectures
Jongeun Lee, Ki‐Young Choi, Nikil Dutt

With the increasing demand for flexible yet highly efficient architecture platforms for media applications, there is a growing interest in the Coarse-grained Reconfigurable Architectures (CRAs). While many CRAs have demonstrated impressive performance improvement, the lack of compilation technology for such architectures causes a bottleneck in the current design process. In this paper, we present a novel mapping algorithm designed to support Reconfigurable ALU Array (RAA) architectures, that rep

Hardware and ArchitectureComputer Science
13
리뷰|인용수 20·2007
High-Throughput Genotyping
Jongeun Lee
Forum of nutrition/Bibliotheca Nutritio et dieta

There are many genetic variations in the human genome. The most abundant form of genetic variation is the single nucleotide polymorphism (SNP). SNPs are thought to be responsible for observable differences in biological processes among individuals of a population. Genetic association studies utilizing SNP markers are expected to allow identification of genetic factors responsible for complex phenotypes like chronic diseases and responses to various nutritional elements. Success of such studies r

Molecular BiologyBiochemistry, Genetics and Molecular Biology
14
논문|인용수 20·2003
Energy-efficient instruction set synthesis for application-specific processors
Jongeun Lee, Ki‐Young Choi, Nikil Dutt

Several techniques have been proposed to enhance the energy-efficiency of ASIPs (Application-Specific Instruction set Processors). While those techniques can reduce the energy consumption with a minimal change in the instruction set (IS), they fail to exploit the opportunity of designing the entire IS from the energy-efficiency perspective. In this paper, we present an energy-efficient IS synthesis technique that can comprehensively reduce the energy-delay product (EDP) of ASIPs through optimal

Hardware and ArchitectureComputer Science
15
논문|인용수 18·1996
Regulation of A-raf expression.
Jongeun Lee, Thomas W. Beck, Leszek Wojnowski, U R Rapp
PubMed

The Raf family proto-oncogenes encode cytoplasmic protein serine/threonine kinases which play a critical role in cell growth and development. A-raf shares several functional properties with Raf-1 including transforming activity, stimulation of the Raf/MAPK pathway and the ability of dominant negative versions to functionally block Ras signalling. A-raf transcripts are predominantly expressed in the mouse urogenital tissues. Interestingly, the human A-raf promoter region contains three potential

Molecular BiologyBiochemistry, Genetics and Molecular Biology

대표 연구 분야

Hardware and ArchitectureElectrical and Electronic EngineeringMolecular BiologyComputer Networks and CommunicationsComputer Vision and Pattern RecognitionInformation Systems

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