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2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.
M3DocDep: Multi-modal, Multi-page, Multi-document Dependency Chunking with Large Vision-Language Models
Joongmin Shin, Jeongbae Park, Jaehyung Seo, Heuiseok Lim
KU임희석
Towards Privacy-Preserving Large Language Model: Text-free Inference Through Alignment and Adaptation
Jeongho Yoon, Chanhee Park, Yongchan Chun, Hyeonseok Moon, Heuiseok Lim
KU임희석
Unveiling the Limits of Large Language Models in Inferring Pragmatic Meaning from Non-Verbal Responses
Sugyeong Eo, Heuiseok Lim
KU임희석
Chronos: Chronology-Grounded Continued Pre-training for Language Model Adaptation to Materials Science
Sangyun Kim, Junho Kim, SangKeun Lee
KU이상근
KnowProxy: Adapting Large Language Models by Knowledge-guided Proxy
Gukhyeon Lee, Yeachan Kim, SangKeun Lee
KU이상근
MolSC: Leveraging Substituent Contributions to Enhance Fine-grained Molecular Understanding in LLMs
Hyuntae Park, Sooyeon Kim, Jiwon Park, SangKeun Lee
KU이상근
PICTURE: Enhancing Theory-of-Mind in Large Language Models by Revealing, Not Hiding, Characters’ Lack of Knowledge
Eojin Jeon, SangKeun Lee
KU이상근
Generation-Drift-Guided Block Pruning for Large Language Models
Z. Huang, H. Kim, L. Zhang, S.-W. Lee
KU이성환
SGT: Securing Open-Source LLMs Against Malicious Fine-tuning via Safety Guidance Trigger
Sunguk Shin, Fangzhao Wu, Byung-Jun Lee, Meeyoung Cha, Sungwon Park
KU이병준
uCLIP: Parameter-Efficient Multilingual Extension of Vision-Language Models with Unpaired Data
Dahyun Chung, Donghyun Shin, Yujin Sung, Seunggi Moon, Jinwoo Jeon, Byung-Jun Lee
KU이병준
Deep Language Model-based Early Recognition of Out-of-Hospital Cardiac Arrest from Real-Time Emergency Calls
Hong-Jae Choi, Minyoung Hwang, Sangyeon Cho, Hyunsoo Kim, Junyeong Kim, Woori Bae, Changhee Lee
KU이창희
Explaining Black-Box Language Models: Learning to Optimize Linguistically-Structured Word Subsets
Minyoung Hwang, Seokhyun Lee, Changhee Lee
KU이창희
Localizing Input Uncertainty Quantification for Large Language Models via Shapley Values
Seongjun Lee, Suwan Yoon, Changhee Lee
KU이창희
LoCA: Spatially-Aware Low-Rank Convolutional Adaptation of Vision Foundation Models
Sojung An, Junha Lee, Sujeong You, Nam Ik Cho, Donghyun Kim
KU김동현
Enhancing Document-Level Machine Translation via filtered synthetic corpora and two-stage LLM adaptation
Ireh Kim, Tesia Sker, Chanwoo Kim
KU김찬우
CPR for LLMs: Critical-Point Routing against Catastrophic Forgetting in Domain Adaptation
Kwangmin Ki, Yunhun Nam, Jongheon Jeong, Jaehyung Kim
KU정종헌
Learning from the Undesirable: Robust Adaptation of Language Models without Forgetting
Yunhun Nam, Jaehyung Kim, Jongheon Jeong
KU정종헌
Exploring Coding Spot: Understanding Parametric Contributions to LLM Coding Performance
Dongjun Kim, Minhyuk Kim, Yongchan Chun, Chanjun Park, Heuiseok Lim
KU임희석
I Don’t Need Solution. I Need Emotional Support : Empathetic LLMs based on Emotional Validation
Suhyune Son, Jungwoo Lim, Myunghoon Kang, Seongtae Hong, Yuna Hur, Evelyn H. Zi, Heuiseok Lim
KU임희석
I Know, but I Don’t Know! How Persona Conflict Undermines Instruction Adherence in Large Language Models
Seonmin Koo, Jinsung Kim, Heuiseok Lim
KU임희석
NeedleChain: Measuring Intact Context Comprehension Capability of Large Language Models
Hyeonseok Moon, Heuiseok Lim
KU임희석
SCRIPT: A Subcharacter Compositional Representation Injection Module for Korean Pre-Trained Language Models
SungHo Kim, Juhyeong Park, Eda Atalay, SangKeun Lee
KU이상근
Conditioning Activation Interventions on Evolving Reasoning States in Large Language Models
T.-W. Kim, H.-D. Kim, J.-M. Han, S.-W. Lee
KU이성환
From Generator to Embedder: Harnessing Innate Abilities of Multimodal LLMs via Building Zero-Shot Discriminative Embedding Model
Y.-J. Ju, S.-W. Lee
KU이성환
Leveraging Contextual Confidence for Smarter Retrieval in Large Language Models
H. Zubkova, J.-H. Park, S.-W. Lee
KU이성환
Negative Contrastive Chain-of-Thought Distillation for Transfer Reasoning Capability to Small Language Models
J.-W. Han, H.-Y. Jo, J.-H. Hong, S.-W. Lee
KU이성환
Negative Prompt-Guided Optimization: Enhancing Soft Prompt Generalization in Vision-Language Models
S.-E. Kim, S.-W. Lee
KU이성환
MolDesignBench: Evaluating LLM-based Agent for Scenario-grounded Molecular Design
Yongjun Jeong, Hanbum Ko, Ye Rin Kim, Chanhui Lee, Rodrigo Hormazabal, Jaewan Lee, Sehui Han, Sungbin Lim, Sungwoong Kim
KU김성웅, 임성빈
RetroReasoner: A Reasoning LLM for Strategic Retrosynthesis Prediction
Hanbum Ko, Chanhui Lee, Ye Rin Kim, Rodrigo Hormazabal, Sehui Han, Sungbin Lim, Sungwoong Kim
KU김성웅, 임성빈
GraphMind: LLMs as Dynamic Knowledge Builders for Sequential Decision-Making
Sunguk Shin, Hayeong Lee, Jun Ho Seo, Jinho Lee, Myunsoo Kim, Minsuk Chang, Byung-Jun Lee
KU이병준