주제로 연구실 찾기

1. Yonsei·머신러닝

   권태경AI Security Lab

   관련도관련 논문 5편비중 23%
   • 2026Chimera: Compositional Jailbreak Attacks on LLMs via Judgment-Driven Search over Heterogeneous StrategiesACL Findings
   • 2026DAM: Dual-DPO Adversarial Multimodal Jailbreak Attacks on MLLMs via Contextual CamouflageACSAC
   • 2026TRACE: Traceable Retrieval-Augmented Criteria-based Evidence for Robust Vision-Language Model Safety GuardrailsACSAC
2. Yonsei·자연어처리·LLM

   이동하DLI Lab

   관련도관련 논문 5편비중 9%
   • 2026P-Check: Advancing Personalized Reward Model via Learning to Generate Dynamic ChecklistACL
   • 2026PAIR: Prefix-Aware Internal Reward Model for Multi-Turn Agent OptimizationNeurIPS
   • 2026Personalized Reward Modeling for Text-to-Image GenerationECCV
3. Yonsei·머신러닝

   노승문AI-ISL

   관련도관련 논문 4편비중 11%
   • 2026A2D: Any-Order, Any-Step Safety Alignment for Diffusion Language ModelsICLR
   • 2026Few-Shot Truly Benign DPO Attack for Jailbreaking LLMsNeurIPS
   • 2026Same Trajectory, Contradictory Rewards (RoboRMBench): Paraphrase Fragility in Vision Language Reward ModelsEMNLP
4. Yonsei·자연어처리·LLM

   김재형ML3 Lab

   관련도관련 논문 2편비중 4%연구 분야에 명시
   • 2026Align to Misalign: Automatic LLM Jailbreak with Meta-Optimized LLM JudgesICLR
   • 2025Spread Preference Annotation: Direct Preference Judgment for Efficient LLM AlignmentICLR
5. Yonsei·머신러닝

   한동준Edge AI Lab

   관련도관련 논문 3편비중 7%
   • 2026MaPPO: Maximum a Posteriori Preference Optimization with Prior KnowledgeNeurIPS
   • 2026Rethinking LLM Fine-Tuning via Weight Space Reparameterization: Preserving Safety during Downstream AdaptationNeurIPS
   • 2025Adaptive Energy Alignment for Accelerating Test-Time AdaptationICLR
6. Yonsei·자연어처리·LLM

   여진영Language & AGI Lab

   관련도관련 논문 3편비중 6%
   • 2026EMBGUARD: Constructing Hazard-Aware Guardrails for Safe Planning in Embodied AgentsICML
   • 2025Rethinking Reward Model Evaluation Through the Lens of Reward OveroptimizationACL
   • 2025Unsupervised Robust Cross-Lingual Entity Alignment via Neighbor Triple Matching with Entity and Relation TextsWSDM
7. Yonsei·머신러닝

   손지용ITML Lab

   관련도관련 논문 3편비중 13%
   • 2026Distributional Alignment as a Criterion for Designing Task Vectors in In-Context LearningNeurIPS
   • 2025Enhancing Compositional Reasoning in CLIP via Reconstruction and Alignment of Text DescriptionsNeurIPS
   • 2024Improving Multi-lingual Alignment Through Soft Contrastive LearningNAACL
8. Yonsei·AI for Science

   김호진LESSON Lab

   관련도관련 논문 3편비중 10%
   • 2026Comparative analysis of radiation therapy plans before and after biodegradable hydrogel (SpaceOAR) injection for reducing rectal toxicity in patients with prostate cancer undergoing carbon ion radiotherapyFrontiers in Oncology
   • 2024Dose-toxicity surface histogram-based prediction of radiation dermatitis severity and shapePhysics in Medicine and Biology
   • 2023Cosmetic Outcome and Toxicity After Stereotactic Accelerated Partial Breast Irradiation in Early Breast Cancer: A Prospective Observational Cohort StudyInternational Journal of Radiation Oncology* Biology* Physics
9. Yonsei·머신러닝

   송경우MLAI Lab

   관련도관련 논문 2편비중 2%
   • 2026Semi-Supervised Preference Optimization with Limited FeedbackICLR
   • 2025A Double-Edged Sword: Benchmarking the Trade-off Between Bias Mitigation and Helpfulness of LLM Guardrails in FinanceCIKM
10. Yonsei·컴퓨터 비전

    이상훈Multi-dimensional Insight Lab

    관련도관련 논문 3편비중 5%
    • 2024Kinematic Diversity and Rhythmic Alignment in Choreographic Quality Transformers for Dance Quality AssessmentIEEE TCSVT
    • 2023Stabilized Temporal 3D Face Alignment using Landmark Displacement LearningElectronics
    • 2023Video-based Stabilized 3D Face Alignment using Temporal Multi-DiscriminationMMSP
11. Yonsei·머신러닝

    이종민DIL Lab

    관련도관련 논문 1편비중 7%
    • 2026Reconciling Safety and Performance via Dual-Expert Offline Imitation LearningNeurIPS
12. Yonsei·데이터 마이닝

    이경호ICL

    관련도관련 논문 1편비중 4%
    • 2026RPO-RAG: Aligning Small LLMs with Relation-aware Preference Optimization for Knowledge Graph Question AnsweringWWW
13. Yonsei·머신러닝

    조성배SCLAB

    관련도관련 논문 2편비중 3%
    • 2024Enhancing Road Safety and Cybersecurity in Traffic Management Systems: Leveraging the Potential of Reinforcement LearningIEEE Access
    • 2024SafeRoutes: Charting a Secure Path-A Holistic Approach to Women’s Safety Through Advanced Clustering and GPS IntegrationIEEE Access
14. Yonsei·컴퓨터 비전

    이종석MCML Group

    관련도관련 논문 1편비중 3%
    • 2026Event-based scene synthesis via inter-frame residual alignmentACCV
15. Yonsei·AI for Science2026 업데이트 중

    남호정BIIL

    관련도관련 논문 1편비중 8%
    • 2025Enhancing multi-task in vivo toxicity prediction via integrated knowledge transfer of chemical knowledge and in vitro toxicity informationJournal of Cheminformatics
16. Yonsei·머신러닝

    권도현PDE & AI Lab

    관련도관련 논문 1편비중 7%
    • 2025Uniform Position Alignment Estimate of Spherical Flocking Model With Inter-Particle Bonding ForcesCommunications in Nonlinear Science and Numerical Simulation
17. Yonsei·AI 시스템

    차호정MOBED

    관련도관련 논문 1편비중 5%
    • 2025SecureRide: Detecting Safety-threatening Behavior of E-Scooters Using Battery InformationEMSOFT
18. Yonsei·AI 시스템

    김영석HPCP Lab

    관련도관련 논문 1편비중 4%
    • 2024AGAThA: Fast and Efficient GPU Acceleration of Guided Sequence Alignment for Long Read MappingPPoPP
19. Yonsei·데이터 마이닝

    김하영MLCF Lab

    관련도관련 논문 1편비중 4%
    • 2024Multi-label material and human risk factors recognition model for construction site safety managementJournal of Safety Research
20. Yonsei·로보틱스

    김태리로봇 지능 및 상호작용 연구실

    관련도관련 논문 1편비중 13%
    • 2023Transforming a Quadruped into a Guide Robot for the Visually Impaired: Formalizing Wayfinding, Interaction Modeling, and Safety MechanismCoRL
21. Yonsei·데이터 마이닝

    박상현DELAB

    관련도관련 논문 1편비중 2%
    • 2023Analysis of household power consumption data for social safety net servicesEnergy Reports

2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.