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Showing papers from Yonsei University Show all papers

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NeurIPS 2026YonseiJailbreaks & red teaming

Few-Shot Truly Benign DPO Attack for Jailbreaking LLMs

Yoon Sangyeon, Wonje Jeung, Yoonjun Cho, Dongjae Jeon and 1 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Samsung ResearchKAISTYonseiKorea Advanced Institute of ScieHallucination & factuality

Beyond Uniform Detection: Adaptive Hallucination Detection for RAG Across Response Regimes

Jungwuk Park, Sejong Ryu, Jy-yong Sohn, Jaekyun Moon

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026YonseiLLM reasoning & chain of thought

Renoise Consistency: Unlocking Efficient Self-Correction for Diffusion Large Language Models

JIHOON LEE, Yeongbin Seo, Jaehyung Kim

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026SpotlightYonseiMeta, transfer & few-shot learning

MT-CC: Multi-Group Temperature Scaling for Asymmetric Calibration Behavior in Class-Incremental Learning

Sungjun Yun, Yonghee Choi, Dong-Jun Han

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026YonseiSungkyunkwanSung Kyun Kwan3D generation

3D Consistency Tokens

Seungtae Nam, Jungwoo Kim, Gyeongjin Kang, Younggeun Lee and 2 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026YonseiYonsei University / FacebookImage restoration

Reading the Unreadable: Text-Aware Image Super-Resolution Needs Reasoning

Jaeseong Lee, Jinwoo Kim, Jinho Jeong, Seon Joo Kim

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026UNC Chapel HillKyung HeeDepartment of Computer Science, AIM IntelligenceYonseiJailbreaks & red teaming

Safeguarding LLMs via Model-Agnostic Latent Safety Signals from Dark Knowledge

Wonjun Lee, Kyungsik Yang, Gaeun Ji, Vaidehi Patil and 4 more

Atlanta Poster Session 1, Wed, Dec 9, 10:00 AM–1:00 PM, Hall C1 · Published 2026

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NeurIPS 2026KAISTYonseiKorea Advanced Institute of ScieJailbreaks & red teaming

Keep It CALM: Analyzing the Limits of Global Unsafety in Text-to-Image Generation

NaHyeon Park, Minhyun Lee, Hyunjung Shim

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Nanyang TechnologicalYonseiKorea Advanced Institute of ScieDiffusion models

Systematic Hazard Sampling: Minimal-Variance Inference for Discrete Diffusion and Flow Models

Seunghwan Jang, Wonje Jeung, SooJean Han

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026KAISTKorea Institute for Advanced StuYonseiKorea Institute for Advanced StuGraph neural networks

Implicit Neural Representations for Variational Problems on Graphons

Taeyoung Kim, Jineon Baek, Joonkyung Lee, Hongseok Yang

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Yonseiyonsei univ. EE departmentUncertainty & calibration

MIRA: Mutual Information guided calibration for Reliable Test-Time Adaptation

Hyeongyu Kim, Mingyeong Jang, Youngjun Song, GeonHui Han and 1 more

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Korea Institute for Advanced StuYonseiTraining dynamics

Information Propagation via Sign-Flip Dynamics

Hyunwoo Lee, Hyojae Lim, Dohyun Kwon

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026SungkyunkwanYonseiControllable generation

Distilling Conditional Image Generators into Spatial Effect Maps

Eun Ryung Lee, Seyoung Park

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Korea Advanced Institute of ScieAgency for Defense DevelopmentYonseiMixture of experts

CECAR: Cache & Expert Co-Aware Routing Accelerates On-Device Inference of MoE LLMs

Byeongju Kim, Hoonki Lee, Byungjun Kim, Inyul Ra and 3 more

Paris Poster Session 4, Thu, Dec 10, 5:30 PM–7:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026POSTECHYonseiPusan NationalAI policy & governance

Standardization of Post-Publication Code Verification is Possible with the Support of the Community

Susana López-Moreno, Eric R Dolores-Cuenca, Sangil Kim

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026YonseiRepresentation & contrastive learning

Not All Routing Drift Is Harmful: Trust-Region Projection for Class-Incremental Learning

Tae-Hwan Kim, Sung-Bae Cho

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026YonseiSeoul NationalDiffusion models

From Static Geometry to Dynamical Singularity: Detecting Memorization in Diffusion Models via Score Evolution

Jeonseong Kim, Chenglin Fan

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Esker / INSA Lyon / LIRISSeoul National University, SeoulMcGillOhio State University, ColumbusMcGill University, McGillAgent benchmarks & environments

WebArena-Pro: A Heterogeneous, Multimodal, Reproducible Benchmark for Web Agents

Imene Kerboua, Fatemeh Pesaran Zadeh, Xing Han Lu, Weijian Qi and 18 more

Paris Poster Session 4, Thu, Dec 10, 5:30 PM–7:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026The Catholic University of KoreaYonseiSKKUOptimization

Neural Optimal Transport in Hilbert Spaces

Jae-Hwan Choi, Jiwoo Yoon, Dohyun Kwon, Jaewoong Choi

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026YonseiSeoul NationalRobot manipulation

OntoPlan: An Ontology-Grounded Scene Representation and Agentic Framework for Scalable Robot Task Planning

Hyeongwoo Nam, Woongje Cho, Juwon Kim, Jongeun Choi

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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