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2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.
AdaBoosting Text Prompts for Vision-Language Models
Seokhee Jin, Changhwan Sung, Sunung Mun, Hoyoung Kim, Jungseul Ok
POSTECH김동우, 옥정슬, 박상돈, 박은혁
In-Place Feedback: Reliable Refinement for Multi-Turn Expert-LLM Collaboration
Youngbin Choi*, Minjong Lee*, Saemi Moon, Seunghyuk Cho, Chaehyeon Chung, MoonJeong Park, Dongwoo Kim
POSTECH김동우, 옥정슬, 박상돈, 박은혁
LLM Watermark Evasion via Bias Inversion
Jeongyeon Hwang, Sangdon Park, Jungseul Ok
POSTECH김동우, 옥정슬, 박상돈, 박은혁
LoopCD: Loop-wise Contrastive Decoding for Improving Reasoning in Looped Language Models
Byeongho Yu*, Junhyuk So*, Eunhyeok Park
POSTECH김동우, 옥정슬, 박상돈, 박은혁
MJ: Multi-turn LLM Jailbreaking via Decomposed Credit Assignment
Junyoung Park, Namgyu Park, Sechan Lee, Yoon-Chan Jhi, Jihoon Cho, Sangdon Park
POSTECH김동우, 옥정슬, 박상돈, 박은혁
Can LLMs Estimate Cognitive Complexity of Reading Comprehension Items?
Seonjeong Hwang, Hyounghun Kim, Gary Lee
POSTECH이근배, 김형훈
Knowing What Not to Answer: Selective Non-Compliance in Vision-Language Models
Minji Kim, Jihyoung Jang, Hyounghun Kim
POSTECH이근배, 김형훈
Merging Triggers, Breaking Backdoors: Defensive Poisoning for Instruction-Tuned Language Models
San Kim, Gary Geunbae Lee
POSTECH이근배, 김형훈
Refuse without Refusal: A Structural Analysis of Safety-Tuning Responses for Reducing False Refusals in Language Models
Minji Kim, Hyounghun Kim
POSTECH이근배, 김형훈
AuditoryBench++: Can Language Models Understand Auditory Knowledge without Hearing?
Hyunjong Ok, Suho Yoo, Hyeonjun Kim, Jaeho Lee
POSTECH이재호
Understanding the Effects of Distractors on Reasoning Vision-Language Models
Jiyun Bae, Hyunjong Ok, Sangwoo Mo, Jaeho Lee
POSTECH이재호
Hidden in Plain Sight: The Overlooked Significance of Canonical Elements for Extreme LLM Sparsity
Hyeondo Jang, Kwanhee Lee, Dongyeop Lee, Namhoon Lee
POSTECH이남훈
Quantifying Aleatoric Uncertainty of In-Context Learning for Robust Measure of LLM Prediction Confidence
Jinseok Chung, Minkyoung Song, Hyunji Jung, Namhoon Lee
POSTECH이남훈
The Unseen Frontier: Pushing the Limits of LLM Sparsity with Surrogate-Free ADMM
Kwanhee Lee, Hyeondo Jang, Dongyeop Lee, Dan Alistarh, Namhoon Lee
POSTECH이남훈
The Illusion of Rust Safety: Detecting Modular Unsafe Functions with LLMs
Xiang Cheng, Fan Sang, Yibin Yang, Hang Zhang, Sangdon Park, Xiaokuan Zhang, Taesoo Kim
POSTECH박상돈
ORBITFLOW: SLO-Aware Long-Context LLM Serving with Fine-Grained KV Cache Reconfiguration
Xinyue Ma, Heelim Hong, Jongseop Lee, Seoyeong Choy, Woo-Yeon Lee, Taegeon Um, Myeongjae Jeon
POSTECH전명재
Vision-aligned Latent Reasoning for Multi-Modal Large Language Model
Byungwoo Jeon, Yoonwoo Jeong, Hyunseok Lee, Minsu Cho, Jinwoo Shin
POSTECH곽수하, 조민수, 손진희
Exploring Iterative Controllable Summarization with Large Language Models
Sangwon Ryu, Heejin Do, Daehui Kim, Hwanjo Yu, Dongwoo Kim, Yunsu Kim, Gary Lee, Jungseul Ok
POSTECH김동우, 옥정슬, 박상돈, 박은혁
Fast and Energy-Efficient Support for Low-Precision LLMs on PIM
Byeori Kim, Sangjun Lee, Eunhyeok Park
POSTECH김동우, 옥정슬, 박상돈, 박은혁
The Interplay of Harness Design and Post-Training in LLM Agents
Kyungmin Kim*, Youngbin Choi*, Seoyeon Lee, Suhyeon Jun, Dongwoo Kim, Sangdon Park
POSTECH김동우, 옥정슬, 박상돈, 박은혁
Do Vision-Language Models Understand Visual Persuasiveness? A Diagnosis via Visual Persuasive Factors
Gyuwon Park, Hyounghun Kim
POSTECH이근배, 김형훈
Exploring Iterative Controllable Summarization for Large Language Models
Sangwon Ryu, Heejin Do, Daehee Kim, Hwanjo Yu, Dongwoo Kim, Yunsu Kim, Gary Geunbae Lee, Jungseul Ok
POSTECH이근배, 김형훈
Why Do Multilingual Reasoning Gaps Emerge in Reasoning Language Models?
Deokhyung Kang, Seonjeong Hwang, Daehui Kim, Hyounghun Kim, Gary Geunbae Lee
POSTECH이근배, 김형훈
IterQuant: Iterative Quantization Framework for Mixed-Precision LLM Compression
Hyungyo Jeong, Jiwoo Kim, Hyeokjun Kwon, Jaeho Lee, Youngjoo Lee
POSTECH이재호
Lost in the Prompt Order: Revealing the Limitations of Causal Attention in Language Models
Hyunjong Ok, Jaeho Lee
POSTECH이재호
Advancing Semiconductor Inspection: A New Dataset and Approach for Robust Anomaly Detection with Large Vision Language Models
Jaehyeon Jeong, Hyeondo Jang, Donghyun Oh, Seongeun Kim, Namhoon Lee
POSTECH이남훈
Merging Methods for Multilingual Knowledge Editing for Large Language Models: An Empirical Odyssey
Kunil Lee, Ki-Young Shin, Jong-Hyeok Lee, Young-Joo Suh
POSTECH서영주
Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language Model
Daehui Kim, Deokhyung Kang, Sangwon Ryu, Gary Geunbae Lee
POSTECH이근배, 김형훈
Neural Weight Compression for Language Models
Jegwang Ryu, Minkyu Kim, Seungjun Shin, Hee Min Choi, Dokwan Oh, Jaeho Lee
POSTECH이재호
On-Policy Adaptation Mitigates Hyperparameter-Sensitive Forgetting in Vision-Language Models
Doyoon Kim, Ziyang Wu, Jingfeng Yang, Yi Ma
POSTECH이남훈