Directions
2025
-
Reflection-Enhanced Raman Identification of Single Bacterial Cells Patterned Using Capillary Assembly
Lee, Joong Bum, Eojin Rho, Kim, Minjoon, Sejoon Huh, Kim, Seoyoung, Maier, Stefan A., Cortes, Emiliano, Sungho Jo, Jung, Yeon Sik, Nam, Yoonsung
ACS SENSORS
2025 -
Refusal Is Not an Option: Unlearning Safety Alignment of Large Language Models
Song, Minkyoo, Kim, Hanna, Kim, Jaehan, Shin, Seungwon, Sooel Son
34th USENIX Security Symposium
2025[]
-
Representation Shift: Unifying Token Compression with FlashAttention
Joonmyung Choi, Sanghyeok Lee, Byungoh Ko, Eunseo Kim, Jihyung Kil, Hyunwoo J. Kim
2025 IEEE/CVF International Conference on Computer Vision, ICCV 2025
2025[]
-
Rethinking Decoder Design: Improving Biomarker Segmentation Using Depth-to-Space Restoration and Residual Linear Attention
Saad Wazir, Daeyoung KIM
The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2025
2025[]
-
Rethinking tabular synthetic data generation for improving financial fraud detection
Dae-Young Park Park, In-Young Ko
Advances in Financial AI Workshop, 2025 International Conference on Learning Representations (ICLR 2025)
2025[]
-
Revisiting Random Walks for Learning on Graphs
seunghoon.hong, Kim, Jinwoo, Zaghen, Olga, Suleymanzade, Ayhan, Ryou, Youngmin
International Conference on Learning Representations, ICLR 2025
2025[]
-
Rewind: Real-Time Egocentric Whole-Body Motion Diffusion with Exemplar-Based Identity Conditioning
Lee, Jihyun, Xu, Weipeng, Richard, Alexander, Wei, Shih-En, Saito, Shunsuke, Bai, Shaojie, Wang, Te-Li, Sung Minhyuk, Kim Tae Kyun, Saragih, Jason
2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025
2025[]
-
Robust 3D Shape Reconstruction in Zero-Shot from a Single Image in the Wild
Junhyeong Cho, Kim Youwang, Hunmin Yang, Tae-Hyun Oh
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025
2025[]
-
SAIF: A Comprehensive Framework for Evaluating the Risks of Generative AI in the Public Sector
Lee, Kyeongryul, HEEHYEON KIM, Whang Joyce Jiyoung
AI for Public Missions (AIPM) Workshop at AAAI Conference on Artificial Intelligence (AAAI), 2025
2025[]
-
SAM3X: Efficient 3D-Aware Network for Medical Image Segmentation Using SAM
Lee, Donggyu, Suhyun Ahn, Park, Seunghyuck, Jinah Park
22nd IEEE International Symposium on Biomedical Imaging, ISBI 2025
2025[]
-
SPATS: a practical system for comparative analysis of spatio-temporal graph neural networks
Yoon, Heeyong, Chon, Kang-Wook, Kim Min-Soo
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS
2025 -
STAR: Sea Turtle Basic Activity Recognizer Network via Efficient Transformer
Putro, Muhamad Dwisnanto, Sutrisno, Agung, Manembu, Indri Shelovita, Chun, Il Yong, Tae-Hyun Oh
IEEE ACCESS
2025 -
SYNAuG: Exploiting Synthetic Data for Data Imbalance Problems
Moon, Ye-Bin, Nam, Hyeon-Woo, Choi, Wonseok, Kim, Nayeong, Kwak, Suha, Tae-Hyun Oh
PATTERN RECOGNITION LETTERS
2025 -
Scalable Address Spaces using Concurrent Interval Skiplist
Kim, Tae Woo, Kwon Youngjin, Kang, Jeehoon
SOSP '25: ACM SIGOPS 31st Symposium on Operating Systems Principles
2025[]
-
SearchLight: Neural Architecture Search for Lightweight Spatio-Temporal Graph Neural Networks
Yoon, Heeyong, Jung, Jinhong, Chon, Kang-Wook, Kim Min-Soo
IEEE ACCESS
2025 -
Second-Order Parameterizations for？the？Complexity Theory of？Integrable Functions
Bacho, Aras, Ziegler Martin A.
Computer Algebra in Scientific Computing
2025[] []
-
Semantics of Integrating and Differentiating Singularities
Michel, Jesse, Lee, Wonyeol, Hongseok Yang
PROCEEDINGS OF THE ACM ON PROGRAMMING LANGUAGES-PACMPL
2025 -
ShieldCXL: A Practical Obliviousness Support with Sealed CXL Memory
Kwanghoon Choi, Igjae Kim, Sunho Lee, Jaehyuk Huh
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION
2025 -
Simultaneous treatment effect estimation and variable selection for observational data
Ma, Eun-Yeol, Lee Uichin, Kim, H
IISE TRANSACTIONS
2025 -
Social Bias Benchmark for Generation: A Comparison of Generation and QA-Based Evaluations
Jiho Jin, Woosung Kang, Junho Myung, Alice Oh
The 63rd Annual Meeting of the Association for Computational Linguistics
2025[]
