5차년도
2024.03.01. ~ 2025.02.28.
대학원생 연구장학금 지급
학기 | 구분 | 인원(명) | 지원비율 | 지급액 |
|---|---|---|---|---|
2024년 1학기 | 지원대학원생 | 68 | 67.33% | 576,500천원 |
참여대학원생 | 101 | |||
2024년 2학기 | 지원대학원생 | 64 | 69.57% | 727,647천원 |
참여대학원생 | 92 |
* 지급액은 연구성과급을 제외한 금액임.
국제 학술지 및 학술대회 발표 논문
- 국제학술지 논문 게재
1. Accelerating Programmable Bootstrapping Targeting Contemporary GPU Microarchitecture
Ji, Hyesung; Kim, Sangpyo; Choi, Jaewan; Ahn, Jung Ho
IEEE COMPUTER ARCHITECTURE LETTERS, Vol.23, No.2, PP.207-210
2. Music-Driven Synchronous Dance Generation Considering K-Pop Musical and Choreographical Characteristics
Kim, Seohyun; Lee, Kyogu
IEEE ACCESS, Vol.12, No., PP.94152-94163
3. An Image Grid Can Be Worth a Video: Zero-Shot Video Question Answering Using a VLM
Kim, Wonkyun; Choi, Changin; Lee, Wonseok; Rhee, Wonjong
IEEE ACCESS, Vol.12, No., PP.193057-193075
4. Discriminative subspace learning using generalized mean
Oh, Jiyong; Kwak, Nojun
SIGNAL PROCESSING, Vol.219, 109421
5. Towards a rigorous analysis of mutual information in contrastive learning
Lee, Kyungeun; Kim, Jaeill; Kang, Suhyun; Rhee, Wonjong
NEURAL NETWORKS, Vol.179, 106584
6. A Constrained Motion Planning Method Exploiting Learned Latent Space for High-Dimensional State and Constraint Spaces
Park, Suhan; Jeon, Suhyun; Park, Jaeheung
IEEE-ASME TRANSACTIONS ON MECHATRONICS, Vol.29, No.4, PP.3001-3009
7. Concurrent musical pitch height biases judgment of visual brightness
Hong, You Jeong; Choi, Ahyeon; Lee, Chae-Eun; Cho, Woojae; Yoon, Sumin; Lee, Kyogu
PSYCHOLOGY OF MUSIC,
8. Photoinduced charge-carrier dynamics in a semiconductor-based ion trap investigated via motion-sensitive qubit transitions
Lee, Woojun; Chung, Daun; Jeon, Honggi; Cho, Beomgeun; Choi, Kwangyeul; Yoo, Seungwoo; Jung, Changhyun; Jeong, Junho; Kim, Changsoon; Cho, Dong-Il Dan; Kim, Taehyun
PHYSICAL REVIEW A, Vol.109, No.4, 43106
9. Unveiling Key Aspects of Fine-Tuning in Sentence Embeddings: A Representation Rank Analysis
Jung, Euna; Kim, Jaeill; Ko, Jungmin; Park, Jinwoo; Rhee, Wonjong
IEEE ACCESS, Vol.12, No., PP.159877-159888
10. Time-Efficient Contact Consistent Whole-Body Control Framework via Reduced-Dimension Dynamics Construction
Ahn, Junewhee; Jung, Jaesug; Lee, Hokyun; Park, Jaeheung
IEEE ACCESS, Vol.13, PP.2286-2297
11. GraNDe: Efficient Near-Data Processing Architecture for Graph Neural Networks
Yun, Sungmin; Nam, Hwayong; Park, Jaehyun; Kim, Byeongho; Ahn, Jung Ho; Lee, Eojin
IEEE TRANSACTIONS ON COMPUTERS, Vol.73, No.10, PP.2391-2404
12. The impact of visual information in speech perception for individuals with hearing loss: a mini review
Choi, Ahyeon; Kim, Hayoon; Jo, Mina; Kim, Subeen; Joung, Haesun; Choi, Inyong; Lee, Kyogu
FRONTIERS IN PSYCHOLOGY, Vol.15, 1399084
13. Variable Stiffness and Damping Mechanism for CPR Manikin to Simulate Mechanical Properties of Human Chest
Lim, Hyungsoo; Shin, Dong Ah; Sim, Jaehoon; Park, Jaeheung; Kim, Taegyun; Kim, Kyung Su; Suh, Gil Joon; Lee, Jung Chan
IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE, Vol.12, PP.542-549
14. Development of artificial intelligence-driven biosignal-sensitive cardiopulmonary resuscitation robot
Kim, Taegyun; Suh, Gil Joon; Kim, Kyung Su; Kim, Hayoung; Park, Heesu; Kwon, Woon Yong; Park, Jaeheung; Sim, Jaehoon; Hur, Sungmoon; Lee, Jung Chan; Shin, Dong Ah; Cho, Woo Sang; Kim, Byung Jun; Kwon, Soyoon; Lee, Ye Ji
RESUSCITATION, Vol.202, 110354
15. Selective load control of lumbar muscles in robot-assisted isometric lumbar stabilization exercise
Kim, Joowan; Choi, Wonje; Park, Jaeheung
INTELLIGENT SERVICE ROBOTICS, Vol.17, No.4, PP.715-729
16. Silicon Etching Using Copper-Metal-Assisted Chemical Etching: Unveiling the Role of Cu2O in Microscale Structure Fabrication
Lee, Eunsol; Park, Sangseung; Park, Gyeong-Su; Mehta, Minisha; Lee, Lawrence Yoon Suk; Kim, Changsoon; Choi, In-Suk
ACS APPLIED MATERIALS & INTERFACES, Vol.17, No.1, PP.2566-2576
17. Classification of underlying paroxysmal supraventricular tachycardia types using deep learning of sinus rhythm electrocardiograms
Kwon, Soonil; Suh, Jangwon; Choi, Eue-Keun; Kim, Jimyeong; Ju, Hojin; Ahn, Hyo-Jeong; Kim, Sunhwa; Lee, So-Ryoung; Oh, Seil; Rhee, Wonjong
DIGITAL HEALTH, Vol.10, 20552076241281200
18. Visual interpretation of deep learning model in ECG classification: A comprehensive evaluation of feature attribution methods
Jangwon Suh, Jimyeong Kim, Soonil Kwon, Euna Jung, Hyo-Jeong Ahn, Kyung-Yeon Lee, Eue-Keun Choi, Wonjong Rhee
Computers in Biology and Medicine, Vol.182, 109088
19. Hechi: A Hybrid Approach for Efficient Memory Reclamation Techniques in Mobile Systems
Wanju Doh, Seoyoung Ko, Michael Jaemin Kim, Jung Ho Ahn
IEEE Embedded Systems Letters,
20. A Light Detector Capacitance Compensation Technique Achieving Boosted Active Quenching for Single-Photon Avalanche Diodes
Kim, Sundo; Oh, Jinseok; Jeon, Dongsuk; Kwon, Inyong
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, Vol.74, 2001908
21. Intuitive and Interactive Robotic Avatar System for Tele-Existence: TEAM SNU in the ANA Avatar XPRIZE Finals
Park, Beomyeong; Kim, Donghyeon; Lim, Daegyu; Park, Suhan; Ahn, Junewhee; Kim, Seungyeon; Shin, Jaeyong; Sung, Eunho; Sim, Jaehoon; Kim, Junhyung; Kim, Myeong-Ju; Cha, Junhyeok; Park, Gyeongjae; Lee, Hokyun; You, Seungbin; Jang, Keunwoo; Kim, Seung-Hun; Schwartz, Mathew; Park, Jaeheung
INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS, Vol.17, No.3, PP.379-407
22. The Effects of Musical Factors on the Perception of Auditory Illusions
Choi, Ahyeon; Bang, Younyoung; Park, Jeong Mi; Lee, Kyogu
TOPICS IN COGNITIVE SCIENCE, Vol.17, No.1, PP.106-119
23. A Compact Cardiopulmonary Resuscitation Chest Compression Device Using a Torsion-Based Series Elastic Actuator
Hur, Sungmoon; Cho, Hyunbum; Kim, Joowan; Oh, Yonghwan; Park, Jaeheung
IEEE ACCESS, Vol.13, PP.29252-29263
- 국제학술대회 발표 논문
Kim, Jimyeong; Park, Jungwon; Rhee, Wonjong
2024 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION(CVPR 2024), PP. 8312-8322
2. Enhancing Auto-Generated Baseball Highlights via Win Probability and Bias Injection Method
Park, Kieun; Lim, Hajin; Lee, Joonhwan; Suh, Bongwon
PROCEEDINGS OF THE 2024 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYTEMS, CHI 2024(CHI 2024)
3. Exploring the Impact of User-Participated Customization in Experiencing Chatbot Failure
Song, Hyungwoo; Kim, Kyusik; Kim, Kitae; Ryu, Jeongwoo; Suh, Bongwon
EXTENDED ABSTRACTS OF THE 2024 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS, CHI 2024(CHI 2024)
4. Self-Referential Review: Exploring the Impact of Self-Reference Effect in Review
Kim, Kyusik; Song, Hyungwoo; Suh, Bongwon
PROCEEDINGS OF THE 47TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, SIGIR 2024(SIGIR 2024), PP. 2624-2628
5. Examining the Impact of Video Reality-level to Support Transition from Screen Time to Screen-Free Time (TSSF)
Seo, Kiyeal; Rhim, Jungwook; Gweon, Gahgene
EXTENDED ABSTRACTS OF THE 2024 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS, CHI 2024(CHI 2024)
6. SymphoNEI: Symphony of Node and Edge Inductive Representations on Large Heterophilic Graphs
Kim, Kyusik; Suh, Bongwon
DATABASE SYSTEMS FOR ADVANCED APPLICATIONS, PT VI, DASFAA 2024(DASFAA 2024), Vol.14855, PP. 429-439
7. HopLearn: Leveraging Multi-Hop Neighbors and Learnable Parameters for GNNs with Missing Node Features
Kim, Kyusik; Suh, Bongwon
DATABASE SYSTEMS FOR ADVANCED APPLICATIONS, PT VI, DASFAA 2024(DASFAA 2024), Vol.14855, PP. 440-450
8. What, How, and When Should Object Detectors Update in Continually Changing Test Domains?
Yoo, Jayeon; Lee, Dongkwan; Chung, Inseop; Kim, Donghyun; Kwak, Nojun
2024 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION(CVPR 2024), PP. 23354-23363
9. DRAMScope: Uncovering DRAM Microarchitecture and Characteristics by Issuing Memory Commands
Nam, Hwayong; Baek, Seungmin; Wi, Minbok; Kim, Michael Jaemin; Park, Jaehyun; Song, Chihun; Kim, Nam Sung; Ahn, Jung Ho
2024 ACM/IEEE 51ST ANNUAL INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE(ISCA 2024), PP. 1097-1111
10. Distance Sampling-based Paraphraser Leveraging ChatGPT for Text Data Manipulation
Oh, Yoori; Han, Yoseob; Lee, Kyogu
PROCEEDINGS OF THE 47TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL(SIGIR 2024), PP. 2363-2367
11. CLAY: CXL-based Scalable NDP Architecture Accelerating Embedding Layers
Yun, Sungmin; Nam, Hwayong; Kyung, Kwanhee; Park, Jaehyun; Kim, Byeongho; Kwon, Yongsuk; Lee, Eojin; Ahn, Jung Ho
PROCEEDINGS OF THE 38TH ACM INTERNATIONAL CONFERENCE ON SUPERCOMPUTING, (ACM ICS 2024), PP. 338-351
12. Native DRAM Cache: Re-architecting DRAM as a Large-Scale Cache for Data Centers
Ryu, Yesin; Kim, Yoojin; Jung, Giyong; Ahn, Jung Ho; Kim, Jungrae
2024 ACM/IEEE 51ST ANNUAL INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE(ISCA 2024), PP. 1144-1156
13. IDT: Intelligent Data Placement for Multi-tiered Main Memory with Reinforcement Learning
Chang, Juneseo; Doh, Wanju; Moon, Yaebin; Lee, Eojin; Ahn, Jung Ho
PROCEEDINGS OF THE 33RD INTERNATIONAL SYMPOSIUM ON HIGH-PERFORMANCE PARALLEL AND DISTRIBUTED COMPUTING(HPDC 2024)
14. An LPDDR-based CXL-PNM Platform for TCO-efficient Inference of Transformer-based Large Language Models
Park, Sang-Soo; Kim, KyungSoo; So, Jinin; Jung, Jin; Lee, Jonggeon; Woo, Kyoungwan; Kim, Nayeon; Lee, Younghyun; Kim, Hyungyo; Kwon, Yongsuk; Kim, Jinhyun; Lee, Jieun; Cho, YeonGon; Tai, Yongmin; Cho, Jeonghyeon; Song, Hoyoung; Ahn, Jung Ho; Kim, Nam Sung
2024 IEEE INTERNATIONAL SYMPOSIUM ON HIGH-PERFORMANCE COMPUTER ARCHITECTURE(HPCA 2024), PP. 970-982
15. The Effects of Musical Factors on the Perception of Auditory Illusions
Choi, Ahyeon;Bang, Younyoung;Park, Jeong Mi;Lee, Kyogu
The 46th Annual Meeting of the Cognitive Science Society(COGSCI 2024), Vol. 46, PP. 207-213
16. AttAcc! Unleashing the Power of PIM for Batched Transformer-based Generative Model Inference
Jaehyun Park, Jaewan Choi, Kwanhee Kyung, Michael Jaemin Kim, Yongsuk Kwon, Nam Sung Kim, Jung Ho Ahn
The 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems(ASPLOS 2024), Vol. 2, PP. 103-119
17. Advancing Beyond Identification: Multi-bit Watermark for Large Language Models via Position Allocation
KiYoon Yoo, Wonhyuk Ahn, Nojun Kwak
2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics(NAACL 2024), PP. 4031-4055
18. DropBP: Accelerating Fine-Tuning of Large Language Models by Dropping Backward Propagation
Sunghyeon Woo, Baeseong Park, Byeongwook Kim, Minjung Jo, Se Jung Kwon, Dongsuk Jeon, Dongsoo Lee
Conference on Neural Information Processing Systems (NeurIPS 2024)
19. SAVE: Protagonist Diversification with Structure Agnostic Video Editing
Yeji Song, Wonsik Shin, Junsoo Lee, Jeesoo Kim, Nojun Kwak
European Conference on Computer Vision(ECCV 2024), PP. 44-57
20. MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline
Donghoon Han, Eunhwan Park, Gisang Lee, Adam Lee, Nojun Kwak
Empirical Methods in Natural Language Processing(EMNLP 2024), PP. 547-562
21. Deep Support Vectors
Junhoo Lee, Hyunho Lee, Kyomin Hwang, Nojun Kwak
Conference on Neural Information Processing Systems(NIPS 2024)
22. Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization
Yeji Song, Jimyeong Kim, Wonhark Park, Wonsik Shin, Wonjong Rhee, Nojun Kwak
AAAI Conference on Artificial Intelligence(AAAI 2025)
23. Task-Specific Preconditioner for Cross-Domain Few-Shot Learning
Suhyun Kang, Jungwon Park, Wonseok Lee, Wonjong Rhee
AAAI Conference on Artificial Intelligence(AAAI 2025)
24. A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets
Kyungeun Lee, Wonjong Rhee
Conference on Neural Information Processing Systems (Datasets and BenchmarksTrack)(NIPS 2024)
25. Minimal Yet Big Impact: How AI Agent Back-channeling Enhances Conversational Engagement through Conversation Persistence and Context Richness
Jin Yea Jang, Saim Shin, Gahgene Gweon
Findings of the Association for Computational Lingusitics(EMNLP 2024) PP. 14509-14521
26. Differentiable Modal Synthesis for Physical Modeling of Planar String Sound and Motion Simulation
Jin Woo Lee, Jaehyun Park, Min Jun Choi, Kyogu Lee
8th Conference on Neural Information Processing Systems(NIPS 2024)
27. TAROT: A CXL SmartNIC-Based Defense Against Multi-bit Errors by Row-Hammer Attacks
Chihun Song, Michael Jaemin Kim, Tianchen Wang, Houxiang Ji, Jinghan Huang, Ipoom Jeong, Jaehyun Park, Hwayong Nam, Minbok Wi, Jung Ho Ahn, Nam Sung Kim
The 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems(ASPLOS 2024), Vol. 3, PP. 981-998
28. NeuJeans: Private Neural Network Inference with Joint Optimization of Convolution and FHE Bootstrapping
Jae Hyung Ju, Jaiyoung Park, Jongmin Kim, Minsik Kang, Donghwan Kim, Jung Hee Cheon, Jung Ho Ahn
ACM SIGSAC Conference on Computer and Communications Security(CCS 2024), PP. 4361-4375
29. Duplex: A Device for Large Language Models with Mixture of Experts, Grouped Query Attention, and Continuous Batching
Sungmin Yun, Kwanhee Kyung, Juhwan Cho, Jaewan Choi, Jongmin Kim, Byeongho Kim, Sukhan Lee, Kyomin Sohn, Jung Ho Ahn
IEEE/ACM International Symposium on Microarchitecture(MICRO 2024), PP. 1429-1443
30. Will LLMs Sink or Swim? Exploring Decision-Making Under Pressure
Kyusik Kim, Hyeonseok Jeon, Jeongwoo Ryu, and Bongwon Suh
In Findings of the Association for Computational Linguistics (EMNLP 2024), PP. 11425-11450
연구비 수주 실적
정부 | 산업체(국내) | 산업체(해외) | |
|---|---|---|---|
단위: 천원 | 8,074,504 | 1,808,280 | – |
* 사업기간 내 입금액 중 참여교수 지분율을 반영하였음
특허 등록
Accelerator and electronic device including the same (가속기 및 이를 포함한 전자 장치), Seung Wook Lee, Hweesoo KIM, Jung Ho Ahn, 미국, US11966344
Plate-shaped harmonic reducer (판형 조화 감속기), Jaeheung Park, Seung Bin You, 미국, US 12146558 효율적으로 DRAM 내부 로우 셔플을 수행하기 위한 메모리 장치, 안정호, 박재현, 위민복, 대한민국, 10-2730468 금속 산화물층의 형성 방법 및 이를 적용한 페로브스카이트 태양전지의 제조 방법, 한성훈, 김창순, 대한민국, 10-2758121
수상 실적
- 대한전자공학회 2024 추계학술대회 우수상 수상 " CXL-PNM을 활용한 전문가 혼합 기반 LLM의 추론 생성 성능 향상", 권용석, 윤성민, 조주환, 최재완, 안정호
- 한국정보과학회 2024 한국소프트웨어종합학술대회(KCS2024) 최우수논문상 수상 "모바일 환경에서의 효과적인 LLM 추론을 위한 메모리 관리 기법 연구", 심현정, 고서영, 도완주, 안정호
- HPCA2024 (IEEE International Symposium on High-Performance Computer Architecture) Best of CAL session presentation, "Unleashing the Potential of PIM: Accelerating Large Batched Inference of Transformer-Based Generative Models", Jaewan Choi, Jaehyun Park, Kwanhee Kyung, Nam Sung Kim, Jung Ho Ahn
