Sangmook Kim

19 papers A* 4A 1Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
PTCMIL: multiple instance learning via prompt token clustering for whole slide image analysis.
Medical Image Anal.
Beidi Zhao, Sangmook Kim, Hao Chen, Chen Zhou, Zu-hua Gao, Gang Wang, Xiaoxiao Li
2025 A* conf
Automated Filtering of Human Feedback Data for Aligning Text-to-Image Diffusion Models.
ICLR
Yongjin Yang, Sihyeon Kim, Hojung Jung, Sangmin Bae, Sangmook Kim, Se-Young Yun, Kimin Lee
2025 — conf
PTCMIL: Multiple Instance Learning via Prompt Token Clustering for Whole Slide Image Analysis.
MICCAI (15)
Beidi Zhao, Sangmook Kim, Hao Chen, Chen Zhou, Zu-hua Gao, Gang Wang, Xiaoxiao Li
2025 J jnl
PTCMIL: Multiple Instance Learning via Prompt Token Clustering for Whole Slide Image Analysis.
CoRR
Beidi Zhao, Sangmook Kim, Hao Chen, Chen Zhou, Zu-hua Gao, Gang Wang, Xiaoxiao Li
2024 J jnl
Automated Filtering of Human Feedback Data for Aligning Text-to-Image Diffusion Models.
CoRR
Yongjin Yang, Sihyeon Kim, Hojung Jung, Sangmin Bae, Sangmook Kim, Se-Young Yun, Kimin Lee
2024 — conf
BAPO: Base-Anchored Preference Optimization for Overcoming Forgetting in Large Language Models Personalization.
EMNLP (Findings)
Gihun Lee, Minchan Jeong, Yujin Kim, Hojung Jung, Jaehoon Oh, Sangmook Kim, Se-Young Yun
2024 J jnl
BAPO: Base-Anchored Preference Optimization for Personalized Alignment in Large Language Models.
CoRR
Gihun Lee, Minchan Jeong, Yujin Kim, Hojung Jung, Jaehoon Oh, Sangmook Kim, Se-Young Yun
2024 A* conf
FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning.
CVPR
Gihun Lee, Minchan Jeong, Sangmook Kim, Jaehoon Oh, Se-Young Yun
2024 J jnl
Towards Unbiased Evaluation of Detecting Unanswerable Questions in EHRSQL.
CoRR
Yongjin Yang, Sihyeon Kim, Sangmook Kim, Gyubok Lee, Se-Young Yun, Edward Choi
2023 J jnl
FedSoL: Bridging Global Alignment and Local Generality in Federated Learning.
CoRR
Gihun Lee, Minchan Jeong, Sangmook Kim, Jaehoon Oh, Se-Young Yun
2023 A* conf
Re-Thinking Federated Active Learning Based on Inter-Class Diversity.
CVPR
Sangmook Kim, Sangmin Bae, Hwanjun Song, Se-Young Yun
2023 J jnl
Re-thinking Federated Active Learning based on Inter-class Diversity.
CoRR
Sangmook Kim, Sangmin Bae, Hwanjun Song, Se-Young Yun
2022 A* conf
FedBABU: Toward Enhanced Representation for Federated Image Classification.
ICLR
Jaehoon Oh, Sangmook Kim, Se-Young Yun
2022 A conf
FedRN: Exploiting k-Reliable Neighbors Towards Robust Federated Learning.
CIKM
Sangmook Kim, Wonyoung Shin, Soohyuk Jang, Hwanjun Song, Se-Young Yun
2022 J jnl
FedRN: Exploiting k-Reliable Neighbors Towards Robust Federated Learning.
CoRR
Sangmook Kim, Wonyoung Shin, Soohyuk Jang, Hwanjun Song, Se-Young Yun
2022 — conf
MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy.
Cell Segmentation Challenge @ NeurIPS
Gihun Lee, Sangmook Kim, Joonkee Kim, Se-Young Yun
2022 J jnl
MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy.
CoRR
Gihun Lee, Sangmook Kim, Joonkee Kim, Se-Young Yun
2021 J jnl
FedBABU: Towards Enhanced Representation for Federated Image Classification.
CoRR
Jaehoon Oh, Sangmook Kim, Se-Young Yun
2019 — conf
A pipelined hybrid recommender system for ranking the items on the display.
RecSys Challenge
Jaehoon Oh, Sangmook Kim, Se-Young Yun, Seungwoo Choi, Mun Yong Yi