AI Computing Platform Lab (ACPL) - Ewha Womans University

인공지능컴퓨팅플랫폼연구실

(이화여대 엘텍공과대학 컴퓨터공학전공 심재형 교수 연구실)

급격하게 커지고 있는 AI 모델을 빠르고 에너지 효율적으로 처리하기 위해, 저희 연구실에서는 AI 하드웨어와 소프트웨어를 동시에 설계 및 최적화하는 연구를 수행합니다.

HW와 SW를 동시에 최적화하는 연구란 무엇일까요? 저희 연구실은 AI와 궁합이 잘 맞는 효율적인 HW를 설계함과 동시에 AI 모델도 HW 친화적으로 설계하는 방법을 택합니다.

저희 연구실의 궁극적인 목표는 HW와 SW 모두를 잘 아는 융합형 인재를 양성하는 것입니다. 이런 비전에 동참하고 싶은 여러분을 모두 환영합니다.

Notice

저희 연구실과 함께 할 박사후연구원, ~~석사·박사·석박통합과정 (컴퓨터공학전공/인공지능융합전공), 학부인턴을 모집하고 있습니다!~~

Latest News

2023-11-24 Jieui Kang won 2nd place (최우수상) at FURIOSA AI Hackathon. Congratulations!
2023-11-24 Sooyoung won “participation prize” for undergraduate research paper contest at Autumn Annual Conference of IEIE 2023. Congratulations!
2023-10-31 Our lab has one paper accepted for undegraduate research paper contest at Autumn Annual Conference of IEIE 2023.
2023-10-31 Our lab has one paper accepted for presentation at Autumn Annual Conference of IEIE 2023.
2023-10-6 Chaeyun Kim has joined our group as a Master student. Welcome!
2023-10-4 Yoonseo Jang has joined our group as an undergraduate research intern. Welcome!
2023-9-14 Our lab has one paper accepted for presentation at CCCI 2023.
2023-9-4 Seoyoun Park has joined our group as an undergraduate research intern. Welcome!
2023-9-1 Jieui Kang continues her research journey in our group by pursuing Ph.D. course.
2023-9-1 Eunseo Kim continues her research journey in our group by pursuing M.S./Ph.D. Integrated course.
2023-8-18 Our lab has one paper accepted for presentation at 20th International SoC Design Conference (ISOCC).
2023-8-17 SuBean, Eunseo, and Jieui (Saelaw team) won 4th place (우수상) in KT challenge at 2023 AI Graduate School Symposium. Congratulations!
2023-8-17 Sijeong Kim has joined our group as an undergraduate research intern. Welcome!
2023-8-3 Eunjin Lee and HaYoung Lim have been selected as 2024년도 캐나다 University of Toronto AI 융합 교육프로그램 파견교육생. Congratulations!
2023-6-16 Jieui, JiHo, HaYoung, and Kyungmi are attending CVPR’23.
2023-5-4 Prof. Jaehyeong Sim is giving a review talk at “ISSCC/IEDM Joint Review Workshop”.
2023-3-29 JiHo Lee has been selected as 2023년도 미국 CMU AI 집중 교육 프로그램 파견교육생. Congratulations!
2023-3-29 Kyungmi Kim has joined NCSoft Vision AI Lab as a research intern. Congratulations!
2023-3-27 SuBean Lee has joined our group as a Master student. Welcome!
2023-3-16 SoEun Choi and Eunjin Lee has joined our group as a Master student. Welcome!

2022-12-26 Haewon Lee and Jimin Nam have joined our group as an undergraduate research intern. Welcome!
2022-12-20 All students at ACPL will attend 2022 한국소프트웨어종합학술대회 (KSC2022), Jeju, Korea.
2022-12-07 Prof. Jaehyeong Sim is giving an invited talk entitled “An Energy-Efficient Deep Convolutional Neural Network Training Accelerator for In-Situ Personalization on Smart Devices” at 제5회 반도체공학회 종합학술대회 및 정기총회, Seoul, Korea.
2022-11-25 Prof. Jaehyeong Sim is giving an invited talk entitled “An Energy-Efficient Deep Convolutional Neural Network Training Accelerator for In-Situ Personalization on Smart Devices” at Autumn Annual Conference of IEIE 2022, Gwangju-si, Gyeonggi-do, Korea.
2022-11-21 Kyungmi Kim has joined our group as a Master student. Welcome!
2022-11-07 Eunseo Kim has joined our group as an undergraduate research intern. Welcome!
2022-09-16 Prof. Jaehyeong Sim is giving an invited talk entitled “HW/SW Co-Design for Deep Learning Acceleration” at Chung-Ang University, Seoul, Korea.
2022-09-01 HaYoung Lim is now pursuing a Master degree.
2022-08-30 JungA Lee has joined our group as a researcher. Welcome!
2022-03-01 Hyojin Kim, Eunseo Yang have joined our group as an undergraduate research intern. Welcome!
2022-02-01 Sooyoung Kwon has joined our group as an undergraduate research intern. Welcome!
2022-01-01 Juyeon Kim has joined our group as an undergraduate research intern. Welcome!

2021-12-01 HaYoung Lim has joined our group as an undergraduate research intern. Welcome!
2021-09-01 Jieui Kang has joined our group as a Master student. Welcome!
2021-09-01 Yeseo Jang has joined our group as an undergraduate research intern this fall. Welcome!
2021-07-01 We have two undergraduate research interns joining this summer. Welcome aboard JaeRyung and JiHo.
2021-05-17 1 paper is accepted for publication in IEEE Transactions on Computers (co-author).
2021-04-01 AI Computing Platform Lab (ACPL) was founded.

Latest Publications

“ToMato: Token Merging을 이용한 Vision Transformer 가속화”, 대한전자공학회 추계학술대회 학부생 논문경진대회 장려상, 2023
“QTNAAS: 템플릿 기반 양자화된 신경망 구조 및 가속기 탐색 프레임워크”, 대한전자공학회 추계학술대회, 2023
“Optimization of the Modified Gaussian Filter for Mobile GPU Usage in Game Workloads”, CCCI, 2023
“TD-NAAS: Template-Based Differentiable Neural Architecture Accelerator Search”, ISOCC, 2023
“게임 워크로드에 최적화된 모바일 GPU 설계방안 연구”, 한국소프트웨어종합학술대회, 2022
“딥러닝 기반의 MBTI 성격유형 분류 연구”, 한국통신학회 학술대회논문집, 2022