관심 주제를 입력하면 그 주제의 논문을 낸 연구실을 관련도 순으로 보여드려요. 순위가 아니라 근거 논문과 함께 보는 출발점이에요.
+80
2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.
Implicit Bias of Per-sample Adam on Separable Data: Departure from the Full-batch Regime
Beomhan Baek, Minhak Song, Chulhee Yun
KAIST윤철희
Looking Through the Mirror: Minimax-Optimal Regularized Regrets in Online Learning and Bandits
Junghyun Lee, Yujun Kim, Chulhee Yun, Se-Young Yun
KAIST윤철희
Minor First, Major Last: A Depth-Induced Implicit Bias of Sharpness-Aware Minimization
Chaewon Moon, Dongkuk Si, Chulhee Yun
KAIST윤철희
Scaling Laws of SignSGD in Linear Regression: When Does It Outperform SGD?
Jihwan Kim, Dogyoon Song, Chulhee Yun
KAIST윤철희
Towards Real-World Routing with Neural Combinatorial Optimization
Jiwoo Son*, Zhikai Zhao*, Federico Berto*, Chuanbo Hua, Zhiguang Cao, Changhyun Kwon, Jinkyoo Park
KAIST박진규
Traffic Network Layout Optimization with Guided Discrete Diffusion Models
Taeyoung Yun, Inhyuck Song, Woocheol Shin, Yujin Shin, Sungpil Woo, Sunhwan Lim, Jinkyoo Park
KAIST박진규
AgentGrad: Intervention-guided Prompt Optimization for Multi Agent Systems
Jaewon Chu, Jinwoo Seo, Jaewon Cho, Jeehye Na, Yunyang Xiong, Youngdae Kim, Hyunwoo J. Kim
KAIST김현우
Context Blindness in DPO: Mitigating Object Hallucination in MLLMs via Context-Calibrated Preference Optimization
Byungoh Ko, Jinyoung Park, Jongha Kim, Jeehye Na, Jaewon Cho, Hyunwoo J. Kim
KAIST김현우
MoE-GRPO: Optimizing Mixture-of-Experts via Reinforcement Learning in Vision-Language Models
Dohwan Ko, Jinyoung Park, Seoung Choi, Sanghyeok Lee, Seohyun Lee, Hyunwoo J. Kim
KAIST김현우
Tumor-Aware Direct Preference Optimization for Longitudinal Post-Operative MRI Generation
Bogyeong Kang, Minjoo Lim, Hyeonyeong Nam, Keun-Soo Heo, Mingxia Liu, Tae-Eui Kam
KU감태의
Block Optimism for Nonstationary Bandits with Latent Linear Dynamics
Taehyun Hwang, Hyunjun Choi, Heesang Ann, Min-hwan Oh
SNU오민환
viNPU: Optimizing Vision Transformer Inference on Mobile NPUs
J. Lee, G. Kim, C. Jung, J. Kim, S. Park, H. Cha
Yonsei차호정
Group-Normalized Implicit Value Optimization for Language Models
Yunseon Choi, Junyoung Jang, Chaeyoung Oh, Minchan Jeong, Doo Hwan Hwang, Kee-Eung Kim
KAIST윤세영
AETDICE: Unified Framework and Offline Optimization for Nonlinear Multi-Objective RL
Woosung Kim, Youngjun Suh, Jinho Lee, Jongmin Lee, Byung-Jun Lee
KU이병준
CLIP-Actor-X: Text-Driven 4D Human Avatar Generation via Cross-Modal Synthesis-Through-Optimization
Youwang Kim, Taehyun Byun, Ji-Yeon Kim, Sungjoon Choi, Tae-Hyun Oh
KU최성준
Learning Unions of Convex Sets via Invertible Latent Decomposition for Path Planning
Taerim Yoon, Dongho Kang, Kisang Park, Junha Cha, Stelian Coros, Sungjoon Choi
KU최성준
LEGO: Latent-Space Exploration for Geometry-Aware Optimization of Humanoid Kinematic Design
Jihwan Yoon, Taemoon Jeong, Jeongeun Park, Chanwoo Kim, Jaewoon Kwon, Yonghyeon Lee, Kyungjae Lee, Sungjoon Choi
KU최성준
Natural Functional Gradients for Smooth Trajectory Optimization
Kisang Park, Chanwoo Kim, Kyungjae Lee, Sungjoon Choi
KU최성준
Sharpness-aware minimization can hallucinate minimizers
Chanwoong Park, Uijeong Jang, Ernest K. Ryu, and Insoon Yang
SNU양인순
Decentralized Domain Generalization with Style Sharing: A Formal Modeling and Convergence Analysis
Shahryar Zehtabi, Dong-Jun Han, Seyyedali Hosseinalipour, Christopher G. Brinton
Yonsei한동준
MaPPO: Maximum a Posteriori Preference Optimization with Prior Knowledge
Guangchen Lan, Sipeng Zhang, Tianle Wang, Yuwei Zhang, Xinpeng Wei, Daoan Zhang, Xiaoman Pan, Hongming Zhang, Dong-Jun Han, Christopher G. Brinton
Yonsei한동준
Coverage Improvement and Fast Convergence of On-policy Preference Learning
Juno Kim, Jihun Yun, Jason D. Lee, Kwang-Sung Jun
POSTECH전광성
DFLOP: A Data-driven Framework for Multimodal LLM Training Pipeline Optimization
Hyeonjun An, Sihyun Kim, Chaerim Lim, Hyunjoon Kim, Rathijit Sen, Sangmin Jung, Hyeonsoo Lee, Dongwook Kim, Takki Yu, Jinkyu Jeong, Youngsok Kim, and Kwanghyun Park
Yonsei박광현
Exqutor: Extended Query Optimizer for Vector-augmented Analytical Queries
Hyunjoon Kim, Chaerim Lim, Hyeonjun An, Rathijit Sen, Kwanghyun Park
Yonsei박광현
Semi-Supervised Preference Optimization with Limited Feedback
Seonggyun Lee, Sungjun Lim, Seojin Park, Soeun Cheon, Kyungwoo Song
Yonsei송경우
PRO-HNSW: Proactive Repair and Optimization for High-Performance Dynamic HNSW Indexes
Huijun Jin, Jieun Lee, Shengmin Piao, Sangmin Seo, Sanghyun Park
Yonsei박상현