4차년도

2023.03.01. ~ 2024.02.29.

대학원생 연구장학금 지급

학기
구분
인원(명)
지원비율
지급액
2023년 1학기
참여대학원생
98
69.39%
576,500천원
지원대학원생
68
2023년 2학기
참여대학원생
97
67.35%
602,000천원
지원대학원생
66

* 지급액은 연구성과급을 제외한 금액임.

국제 학술지 및 학술대회 발표 논문

1. A 65 nm 12.92-nJ/Inference Mixed-Signal Neuromorphic Processor for Image Classification
Ko Y, Kim S, Shin K, Park Y, Kim S, Jeon D
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, Vol.70, No.8, pp.2804-2808

 

2. A Hardware-Friendly Tiled Singular-Value Decomposition-Based Matrix Multiplication for Transformer-Based Models
Li HL, Choi J, Kwon Y, Ahn JH
IEEE COMPUTER ARCHITECTURE LETTERS, Vol.22, No.2, pp.169-172

 

3. A Real-Time Object Detection Processor With xnor-Based Variable-Precision Computing Unit
Lee W, Kim K, Ahn W, Kim J, Jeon D
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, Vol.31, No.6, pp.749-761

 

4. AID-purifier: A light auxiliary network for boosting adversarial defense
Hwang D, Lee EJ, Rhee W
NEUROCOMPUTING, Vol.541, 126251

 

5. ARC Joint: Anthropomorphic Rolling Contact Joint With Kinematically Variable Torsional Stiffness
Kim S, Sung E, Park J
IEEE ROBOTICS AND AUTOMATION LETTERS, Vol.8, No.3, pp.1810-1817

 

6. Chiroptical Performances in Self-Assembled Hierarchical Nanosegregated Chiral Intermediate Phases Composed of Two Different Achiral Bent-Core Molecules
Lee JJ, Kim S, Nishikawa H, Takanishi Y, Iwayama H, Kim C, Choi SW, Araoka F
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, Vol.23, No.23, 14629

 

7. Correlation-Concealing Adversarial Noise Injection for Improved Disentanglement in Label-Based Image Translation
Park S, Song J, Han D, Kwak N
IEEE ACCESS, Vol.11, pp.23896-23908

 

8. Curriculum Reinforcement Learning From Avoiding Collisions to Navigating Among Movable Obstacles in Diverse Environments
Wang HC, Huang SC, Huang PJ, Wang KL, Teng YC, Ko YT, Jeon D, Wu IC
IEEE ROBOTICS AND AUTOMATION LETTERS, Vol.8, No.5, pp.2740-2747

 

9. Deep Learning Framework With Essential Pre-Processing Techniques for Improving Mixed-Gas Concentration Prediction
Eo M, Han JY, Rhee W
IEEE ACCESS, Vol.11, pp.25467-25479

 

10. Disturbance Adapting Walking Pattern Generation Using Capture Point Feedback Considering CoM Control Performance
Kim MJ, Kim M, Lim D, Sung EH, Park J
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, Vol.108, No.2, 22

 

11. Dual-Channel EtherCAT Control System for 33-DOF Humanoid Robot TOCABI
Ahn J, Park S, Sim J, Park J
IEEE ACCESS, Vol.11, pp.44278-44286

 

12. Dual-Stage Super-Resolution for Edge Devices
Park S, Choi G, Park S, Kwak N
IEEE ACCESS, Vol.11, pp.123798-123806

 

13. Examining the Effect of Narrative Features and Thematic Music in an Audio-based Exergame
Oh S, Kim J, Gweon, G
International Journal of Human–Computer Interaction (Early Access)

 

14. Fluidic self-assembly for MicroLED displays by controlled viscosity
Lee D, Cho S, Park C, Park KR, Lee J, Nam J, Ahn K, Park C, Jeon K, Yuh H, Choi W, Lim CH, Kwon T, Min YH, Joo M, Choi YH, Lee JS, Kim C, Kwon S
NATURE, Vol.619, No.7971, pp.755-760

 

15. GraNDe: Efficient Near-Data Processing Architecture for Graph Neural Networks
Sungmin Yun, Hwayong Nam, Jaehyun Park, Byeongho Kim, Jung Ho Ahn, Eojin Lee
IEEE Transactions on Computers(Early Access)

 

16. Heel-strike and toe-off walking of humanoid robot using quadratic programming considering the foot contact states
Park B, Park J
ROBOTICS AND AUTONOMOUS SYSTEMS, Vol.163, 104396

 

17. HyPHEN: A Hybrid Packing Method and Its Optimizations for Homomorphic Encryption-Based Neural Networks
Kim D, Park J, Kim, J, Kim S, Ahn JH
IEEE Access, Vol.12, pp.3024-3038

 

18. Image Recommendation System Based on Environmental and Human Face Information
Won HM, Heo YS, Kwak N
SENSORS, Vol.23, No.11, 5304

 

19. Motion Planning of Mobile Manipulator for Navigation Including Door Traversal
Jang K, Kim S, Park J
IEEE ROBOTICS AND AUTOMATION LETTERS, Vol.8, No.7, pp.4147-4154

 

20. Rigorous Optical Modeling of Circularly Polarized Light-Emitting Devices: Interaction of Emitters with Device Geometries
Lee Y, Kim H, Kim C
ACS PHOTONICS, Vol.10, No.9, pp.3283-3290

 

21. TargetTree-RRT*: Continuous-Curvature Path Planning Algorithm for Autonomous Parking in Complex Environments
Kim M, Ahn J, Park J
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, Vol.21, No.1, pp.606-617

 

22. The Operational Space Formulation Considering Joint Elasticity: Analysis and Comparative Experiments
Jung J, You SB, Park J
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, Vol.21, No.6, pp.1885-1898

 

23. Time-Domain Measurement Data Accumulation for Slow Moving Point Target Detection in Heavily Cluttered Environments Using CNN
Cho WM, Kwak, N
Journal of Electromagnetic Engineering and Science, Vol.23, No.6, pp.490-501

 

24. Torque-Based Deep Reinforcement Learning for Task-and-Robot Agnostic Learning on Bipedal Robots Using Sim-to-Real Transfer
Kim D, Berseth G, Schwartz M, Park J
IEEE ROBOTICS AND AUTOMATION LETTERS, Vol.8, No.10, pp.6251-6258

 

25. Transfer-printing phosphorescent OLEDs: Progress towards microdisplay applications
Cha S, Kim C
ORGANIC ELECTRONICS, Vol.122, 106891

 

26. Unleashing the Potential of PIM: Accelerating Large Batched Inference of Transformer-Based Generative Models
Choi J, Park J, Kyung K, Kim NS, Ahn JH
IEEE COMPUTER ARCHITECTURE LETTERS, Vol.22, No.2, pp.113-116

 

27. X-ray: Discovering DRAM Internal Structure and Error Characteristics by Issuing Memory Commands
Nam H, Baek S, Wi M, Kim MJ, Park J, Song C, Kim NS, Ahn JH
IEEE COMPUTER ARCHITECTURE LETTERS, Vol.22, No.2, pp.89-92

1. “I Want to Reveal, but I Also Want to Hide“ Understanding the Conflict of Revealing and Hiding Needs in Virtual Study Rooms
Soobin Cho, Joongseek Lee, Bongwon Suh
Proceedings of the ACM on Human-Computer Interaction (CSCW 2023), Vol.7, No.300, pp.1-27

 

2. “You said da da…”: A Short Echoing Tweak for Journaling with VA
Jisu Ryou, Kihun Lee, Joongseek Lee
CHI EA ’23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, No.325, pp.1-6

 

3. Anti-Money Laundering in Cryptocurrency via Multi-Relational Graph Neural Network
Woochang Hyun, Jaehong Lee & Bongwon Suh
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2023), pp.118-130

 

4. Any-Way Meta Learning
Junhoo Lee, Yearim Kim, Hyunho Lee, Nojun Kwak
Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI 2024)

 

5. Demystifying CXL Memory with Genuine CXL-Ready Systems and Devices
Sun Y, Yuan YF, Yu ZD, Kuper R, Song CH, Huang JH, Ji HX, Agarwal S, Lou JQ, Jeong I, Wang R, Ahn JH, Xu TY, Kim NS
56TH IEEE/ACM INTERNATIONAL SYMPOSIUM ON MICROARCHITECTURE, MICRO 2023, pp.105-121

 

6. End-to-End Multi-Object Detection with a Regularized Mixture Model
Jaeyoung Yoo, Hojun Lee, Seunghyeon Seo, Inseop Chung, Nojun Kwak
ICML’23: Proceedings of the 40th International Conference on Machine Learning, No.1676, pp.40093-40110

 

7. FlipNeRF: Flipped Reflection Rays for Few-shot Novel View Synthesis

Seo S, Chang Y, Kwak N
2023 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2023), pp.22826-22836

 

8. Foot Stepping Algorithm of Humanoids with Double Support Time Adjustment based on Capture Point Control
Kim MJ, Lim D, Park G, Park J
2023 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA 2023), pp.12198-12204

 

9. How to Kill the Second Bird with One ECC: The Pursuit of Row Hammer Resilient DRAM
Kim MJ, Wi M, Park J, Ko S, Choi J, Nam H, Kim NS, Ahn JH, Lee E
56TH IEEE/ACM INTERNATIONAL SYMPOSIUM ON MICROARCHITECTURE, MICRO 2023, pp.986-1001

 

10. Isotropic Representation Can Improve Dense Retrieval
Euna Jung, Jungwon Park, Jaekeol Choi, Sungyoon Kim & Wonjong Rhee
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2023), pp.125-137

 

11. MDPose: Real-Time Multi-Person Pose Estimation via Mixture Density Model
Seunghyeon Seo, Jaeyoung Yoo, Jihye Hwang, N. Kwak
UAI ’23: Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence, No.175, pp.1868-1878

 

12. Meta-Learning with a Geometry-Adaptive Preconditioner
Kang S, Hwang D, Eo M, Kim T, Rhee W
2023 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), pp.16080-16090

 

13. MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs
Seo S, Han D, Chang Y, Kwak N
2023 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), pp.20659-20668

 

14. Robust Multi-bit Natural LanguageWatermarking through Invariant Features
Yoo K, Ahn W, Jang J, Kwak N
PROCEEDINGS OF THE 61ST ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, ACL 2023, VOL 1, pp.2092-2115

 

15. SHARP: A Short-Word Hierarchical Accelerator for Robust and Practical Fully Homomorphic Encryption
Kim J, Kim S, Choi J, Park J, Kim D, Ahn JH
PROCEEDINGS OF THE 2023 THE 50TH ANNUAL INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE, ISCA 2023, pp.245-259

 

16. SHOT: Suppressing the Hessian along the Optimization Trajectory for Gradient-Based Meta-Learning
JunHoo Lee, Jayeon Yoo, Nojun Kwak
Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS 2023)

 

17. Using Geometric Features of Drag-and-Drop Trajectories to Understand Students’ Learning
Rhim J, Kim J, Gweon G
PROCEEDINGS OF THE 2023 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS (CHI 2023), 706

 

18. VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution
Kim J, Kang S, Hwang D, Shin J, Rhee W
2023 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, pp.3799-3810

연구비 수주 실적

정부
산업체(국내)
산업체(해외)
단위: 천원
7,196,209
1,686,354

* 사업기간 내 입금액 중 참여교수 지분율을 반영하였음

특허 등록

▶ Hammer refresh row address detector, and semiconductor memory device and memory module including the same(해머 리프레시 행 어드레스 검출기 및 반도체 메모리 장치와 이를 포함하는 메모리 모듈), 신훈, 박연홍, 이재욱, 이어진, 권우석, 안정호, 함태준, 미국, US11568917B1

 

▶ Method and system for connectivity diagnostics in communication systems, Manikanden Balakrishnan, Ramya Bhagavatula, Carlos Garcia Hernandez, Wonjong Rhee, 미국, US11595279B2

 

▶ Method and apparatus for implementing wireless system discovery and control using a state-space, Kenneth J. Kerpez, Wonjong Rhee, Mung Chiang, Ardavan Maleki Tehrani, 미국, US11601826B2

 

▶ Processor, system on chip including heterogeneous core, and operating methods thereof for optimizing hot functions for execution on each core of a heterogeneous processor(단일 ISA 이기종 멀티 코어 프로세서에서 개별 마이크로 아키텍처에 최적화 된 코드 생성), 전동석, 박준모, 미국, US11669491

 

▶ Exercise apparatus for lumbar stabilization(요추 안정화 운동 장치), 박재흥, 최원제, 원종석, 조현범, 미국, US11744761B2

 

▶ Optimal route searching device and operation method thereof(주차 구역이 있는 도로를 우선적으로 방문하는 전역 경로 계획 방법), 박재흥, 김민수, 안준우, 미국, US11768080B2

 

▶ Method, apparatus, and system for optimizing performance of a communication unit by a remote server, Wonjong Rhee, 미국, US11770313B2

 

▶ Systems and methods for traffic load balancing on multiple WAN backhauls and multiple distinct LAN networks, Peter Chow, Ramya Bhagavatula, Wonjong Rhee, Ardavan Maleki, John Cioffi, Stefano Galli, Sungho Yun, Kenneth Kerpez, Marc Goldburg, 미국, US11799781B2

 

▶ Method and system for using a downloadable agent for a communication system, device, or link, Leonardo Degum, Philip Bednarz, Marc Goldburg, Ardvan Maleki, Wonjong Rhee, 미국, US11831536B2

 

▶ Methods and systems for performance measurement of a communication link, Sungho Yun, Carlos Hernandez, Manikanden Balakrishnan, Wonjong Rhee, 미국, US11882014B2

 

▶ 인공 지능을 이용한 혈액 투석 중 저혈압 예측 장치 및 그 방법, 곽노준, 이호준, 한승석, 윤동환, 대한민국, 10-2541362

 

▶ 유방암 발생 위험도 예측 장치 및 방법, 강대희, 신우경, 최지엽, 한원식, 서봉원, 대한민국, 10-2553562

 

▶ 함수 최적화 방법 및 장치, Wonjong Rhee, 조형헌, 대한민국, 10-2559605

 

▶ 뉴럴프로세서, 안정호,이선정,최재완,김동영, 대한민국, 10-2578762

 

▶ 비-구조화된 주행 환경을 위한 자율 주행 방법 및 장치, 박재흥, 안준우, 대한민국, 10-2600238

수상 실적