Updates

Our paper "SHARP: Structured Hierarchical Attention Rank Projection for Efficient Language Model Distillation" has been accepted at IEEE Access.

2026-03-22

Yejin Lee continues research in our group by pursuing Ph.D. course (from M.S.).

2026-03-01

Jaelin Lee has joined our group as an undergraduate intern. Welcome!

2026-03-01

Jaeyoung Choi continues research in our group by pursuing M.S. course (from undergraduate).

2026-03-01

Eunkyeol Hong and Yejin Lee has graduated. Congratulations!

2026-02-23

Nadam Park won “participation prize (장려상)” for undergraduate research paper contest at KSC 2025. Congratulations!

2026-01-30

Our paper "ProgressiveServe: 서버리스 LLM 콜드 스타트 완화를 위한 점진적 모델 로딩 및 복구 기법" has been published at KSC.

2025-12-18

Our team (Yejin Lee, Suhyeon Kim, Eunjoung Yoo, Yoon Ji Choi) won 3rd place (우수상) at 2025 AI Chip Con. Congratulations!

2025-12-10

The paper authored by our lab member Nadam Park — who is concurrently participating in a capstone design project and undergraduate research internship — has been accepted for presentation at the 2025 Korea Software Congress (2025 한국소프트웨어종합학술대회). Congratulations!

2025-11-17

Our paper "GATHER: A Gated-Attention Accelerator for Efficient LLM Inference" has been published at ISOCC.

2025-10-17

Our paper "MAGNETO: A Genetic Algorithm-Based Power-Aware Mapping Optimization Framework for Mobile NPUs" has been published at CCCI.

2025-10-17

Our paper "DS-CAE: a Dual-Stream Cross-Attentive Autoencoder for Robust and Cluster-Aware Retrieval-Augmented Generation" has been published at CCCI.

2025-10-17

Our paper "LoRA-PIM: In-Memory Delta-Weight Injection for Multi-Adapter LLM Serving" has been published at ISOCC.

2025-10-17

Miyeon Lee has joined our group as a Master student. Welcome!

2025-09-26

Seunghee Song has joined our group as an undergraduate intern. Welcome!

2025-09-22

Our lab has two papers accepted for presentation at 2025 International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI).

2025-09-19

Eunseo Ko has joined our group as an undergraduate intern. Welcome!

2025-09-15

Jihee Choi, Hyun Young Kim, Wonjung Moon, Ingyeong Yang, Eunseo Shin, and Aria Yeonju Park have joined our group as an undergraduate intern. Welcome!

2025-09-01

Jihyo Han has joined our group as a Master student. Welcome!

2025-09-01

Eunjin and Chaeyun have graduated. Congratulations!

2025-08-29

Our lab has two papers accepted for presentation at 22st International SoC Design Conference (ISOCC).

2025-08-08

Jihyun Lee, Yoon Ji Choi, Nadam Park, and Jaelin Lee have joined our group as an undergraduate intern. Welcome!

2025-07-01

Our paper "메모리 용량 제약 하에서 하드웨어 최적화 트랜스포머 설계를 위한 HPO-NAS 통합 프레임워크" has been published at IEIE-Summer.

2025-06-25

Dahyun Choi has joined our group as an undergraduate intern. Welcome!

2025-06-23

The paper authored by our lab members Minseo Kim, Suhyeon Kim, and Jiyeon Ha — who are concurrently participating in a capstone design project and undergraduate research internship — has been accepted for presentation at the 2025 Summer Annual Conference of IEIE (2025 대한전자공학회 하계학술대회). Congratulations!

2025-05-23

2025-04-02

Our lab has one paper accepted for presentation in IEEE Conference on Artificial Intelligence (CAI) 2025.

2025-03-04

HaYoung, Subean, and Kyungmi have graduated. Congratulations!

2025-02-24

Our lab has one paper accepted for publication in IEEE Access.

2024-12-24

Our lab has one paper accepted for presentation in IEEE BigComp 2025.

2024-12-08

Our paper "T-FLIP: 어텐션 가중치 기반 지식 증류를 통한 안면 위조 방지 모델 경량화" has been published at IEIE-Autumn.

2024-11-23

Our lab has one paper accepted for publication in IEEE Access.

2024-11-21

Doeun Kim has joined our group as an undergraduate intern. Welcome!

2024-10-11

Suhyeon Kim has joined our group as an undergraduate intern. Welcome!

2024-10-01

Jaeyoung Choi has joined our group as an undergraduate intern. Welcome!

2024-09-19

Our lab has two papers accepted for presentation at 2024 International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI).

2024-09-14

Wonhui Roh and Jungyeon Ha have joined our group as an undergraduate intern. Welcome!

2024-09-05

Eun Joung Yoo has joined our group as a PhD student. Welcome!

2024-09-02

Professor Sim and students attended ISOCC 2024 held in Sapporo, Japan.

2024-08-19

Jiyeon Ha and Minseo Kim have joined our group as an undergraduate research intern. Welcome!

2024-07-01

Professor Sim will be leaving to San Fransisco, USA to attend DAC 2024. Accordingly, he will be out of office from June 22nd to June 30th.

2024-06-22

Our lab has three papers accepted for presentation at 21st International SoC Design Conference (ISOCC).

2024-05-29

Our lab has one paper accepted for publication in IEEE Access.

2024-04-30

Sunmin Lee has joined our group as an undergraduate research intern. Welcome!

2024-04-22

Jinju Ok has joined our group as an undergraduate research intern. Welcome!

2024-04-19

Eunkyeol Hong has joined our group as a Master student. Welcome!

2024-02-01

Yejin Lee has joined our group as a Master student. Welcome!

2024-02-01

Prof. Sim has been selected as a Rising Star by EIRIC

2023-12-06

Jieui 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!

2023-11-24

Our paper "QTNAAS: 템플릿 기반 양자화된 신경망 구조 및 가속기 탐색 프레임워크" has been published at IEIE-Autumn.

2023-11-24

Our paper "ToMato: Token Merging을 이용한 Vision Transformer 가속화" has been published at IEIE-Autumn.

2023-11-24

Our lab has one paper accepted for presentation at Autumn Annual Conference of IEIE 2023.

2023-10-31

Our lab has one paper accepted for undegraduate research paper contest at Autumn Annual Conference of IEIE 2023.

2023-10-31

Chaeyun Kim has joined our group as a Master student. Welcome!

2023-10-06

Yoonseo Jang has joined our group as an undergraduate research intern. Welcome!

2023-10-04

Our lab has one paper accepted for presentation at CCCI 2023.

2023-09-14

Seoyoun Park has joined our group as an undergraduate research intern. Welcome!

2023-09-04

Eunseo Kim continues her research journey in our group by pursuing M.S./Ph.D. Integrated course.

2023-09-01

Jieui Kang continues her research journey in our group by pursuing Ph.D. course.

2023-09-01

Our lab has one paper accepted for presentation at 20th International SoC Design Conference (ISOCC).

2023-08-18

Sijeong Kim has joined our group as an undergraduate research intern. Welcome!

2023-08-17

SuBean, Eunseo, and Jieui (Saelaw team) won 4th place (우수상) in KT challenge at 2023 AI Graduate School Symposium. Congratulations!

2023-08-17

Eunjin Lee and HaYoung Lim have been selected as 2024년도 캐나다 University of Toronto AI 융합 교육프로그램 파견교육생. Congratulations!

2023-08-03

Jieui, JiHo, HaYoung, and Kyungmi are attending CVPR’23.

2023-06-16

Prof. Jaehyeong Sim is giving a review talk at “ISSCC/IEDM Joint Review Workshop”.

2023-05-04

Kyungmi Kim has joined NCSoft Vision AI Lab as a research intern. Congratulations!

2023-03-29

Jiho Lee has been selected as 2023년도 미국 CMU AI 집중 교육 프로그램 파견교육생. Congratulations!

2023-03-29

Subean Lee has joined our group as a Master student. Welcome!

2023-03-27

Soeun Choi and Eunjin Lee has joined our group as a Master student. Welcome!

2023-03-16

Haewon Lee and Jimin Nam have joined our group as an undergraduate research intern. Welcome!

2022-12-26

All students at ACPL will attend 2022 한국소프트웨어종합학술대회 (KSC2022), Jeju, Korea.

2022-12-20

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.

2022-12-07

Kyungmi Kim has joined our group as a Master student. Welcome!

2022-11-21

Eunseo Kim has joined our group as an undergraduate research intern. Welcome!

2022-11-07

Our paper "게임 워크로드에 최적화된 모바일 GPU 설계방안 연구" has been published at KCC.

2022-10-22

Prof. Jaehyeong Sim is giving an invited talk entitled “HW/SW Co-Design for Deep Learning Acceleration” at Chung-Ang University, Seoul, Korea.

2022-09-16

HaYoung Lim is now pursuing a Master degree.

2022-09-01

JungA Lee has joined our group as a researcher. Welcome!

2022-08-30

Our paper "딥러닝 기반의 MBTI 성격유형 분류 연구" has been published at KICS.

2022-06-22

Our paper "S-FLASH: A NAND Flash-based Deep Neural Network Accelerator Exploiting Bit-Level Sparsity" has been published at TC.

2022-06-01

Hyojin Kim, Eunseo Yang have joined our group as an undergraduate research intern. Welcome!

2022-03-01

Sooyoung Kwon has joined our group as an undergraduate research intern. Welcome!

2022-02-01

Juyeon Kim has joined our group as an undergraduate research intern. Welcome!

2022-01-01

HaYoung Lim has joined our group as an undergraduate research intern. Welcome!

2021-12-01

Yeseo Jang has joined our group as an undergraduate research intern this fall. Welcome!

2021-09-01

Jieui Kang has joined our group as a Master student. Welcome!

2021-09-01

We have two undergraduate research interns joining this summer. Welcome aboard JaeRyung and Jiho.

2021-07-01

One paper is accepted for publication in IEEE Transactions on Computers (co-author).

2021-05-17

AI Computing Platform Laboratory (ACPL) is founded.

2021-04-01