주제로 연구실 찾기

1. Yonsei·머신러닝

   노승문AI-ISL

   관련도관련 논문 10편비중 27%연구 분야에 명시
   • 2026A Theoretical Analysis of Why Masked Diffusion Models Mitigate the Reversal CurseNeurIPS
   • 2026A2D: Any-Order, Any-Step Safety Alignment for Diffusion Language ModelsICLR
   • 2026Dependency-Aware Parallel Decoding via Attention for Diffusion LLMsICML
2. Yonsei·컴퓨터 비전

   어영정Visual Intelligence Lab

   관련도관련 논문 10편비중 38%연구 분야에 명시
   • 2026JAM-Flow: Joint Audio-Motion Synthesis with Flow MatchingECCV
   • 2026MVCustom: Multi-View Customized Diffusion via Geometric Latent Rendering and CompletionICLR
   • 2026Syncphony: Synchronized Audio-to-Video Generation with Diffusion TransformersICLR
3. Yonsei·컴퓨터 비전

   황성재MICV Lab

   관련도관련 논문 7편비중 16%
   • 2026Controlling Motion Transfer in Diffusion Transformers via Attention HeadsECCV
   • 2026Interpretable Motion Attentive Maps: Spatio-Temporally Localizing Concepts in Video Diffusion TransformersCVPR
   • 2026Mitigating Mask Prior Drift and Positional Attention Collapse in Large Diffusion Vision-Language ModelsICML
4. Yonsei·컴퓨터 비전

   김선주CIPLab

   관련도관련 논문 6편비중 12%
   • 2026Unsupervised Monocular 3D Keypoint Discovery from Multi-View Diffusion PriorsCVPR
   • 2026FlowISP: Latent Space ISP Transfer via Conditional Flow MatchingCVPR
   • 2026Tone-Aware Diffusion : Enabling Tone-on-Tone and Tone-in-Tone GenerationCVPR
5. Yonsei·컴퓨터 비전

   이종석MCML Group

   관련도관련 논문 4편비중 13%
   • 2026How diffusion models memorizeNeurIPS
   • 2026Steering away from memorization: Reachability-constrained reinforcement learning for text-to-image diffusionNeurIPS
   • 2026Beyond detection: Analyzing and classifying global and local memorization in diffusion modelsICIP
6. Yonsei·로보틱스

   최종은MLCS Lab

   관련도관련 논문 4편비중 21%
   • 2026Multi-Robot Motion Planning from Vision and Language using Heat-Inspired DiffusionIEEE RA-L
   • 2026U-DiffPlan: Uncertainty-Aware Trajectory Prediction and Planning via Diffusion for Strategic Autonomous RacingIEEE RA-L
   • 2026Symmetry-Aware Steering of Equivariant Diffusion Policies — Benefits and LimitsIFAC
7. Yonsei·데이터 마이닝

   박상현DELAB

   관련도관련 논문 5편비중 11%
   • 2026PharDiff: Pharmacophore-aware Diffusion Model for Pocket Specific Three-Dimensional Molecular GenerationACM SAC
   • 2026TheSelective: Dual Affinity–Guided Diffusion for Selective Molecular GenerationPAKDD
   • 2025MDVAD: Multimodal Diffusion for Video Anomaly DetectionPAKDD
8. Yonsei·컴퓨터 비전

   오유진OMAEL

   관련도관련 논문 3편비중 27%연구 분야에 명시
   • 2025Cascaded 3D Diffusion Models for Whole-body 3D 18-F FDG PET/CT synthesis from DemographicsMICCAI
   • 2024C-DARL: Contrastive Diffusion Adversarial Representation Learning for Label-free Blood Vessel SegmentationMedical Image Analysis
   • 2023Diffusion Adversarial Representation Learning for Self-supervised Vessel SegmentationICLR
9. Yonsei·컴퓨터 비전

   박은병V-Lab

   관련도관련 논문 4편비중 11%
   • 2026Improved Residual Learning in Diffusion ModelsTPAMI
   • 2026Partial-Path Rectification in Diffusion SamplingIEEE TMM
   • 2025Anti-Exposure Bias in Diffusion Models via Prompt LearningICLR
10. Yonsei·자연어처리·LLM

    김재형ML3 Lab

    관련도관련 논문 3편비중 7%
    • 2026Renoise Consistency: Unlocking Efficient Self-Correction for Diffusion Large Language ModelsNeurIPS
    • 2026Test-Time Scaling in Diffusion LLMs via Hidden Semi-Autoregressive ExpertsICLR
    • 2025Fast and Fluent Diffusion Language Models via Convolutional Decoding and Rejective Fine-tuningNeurIPS
11. Yonsei·AI 시스템

    김상엽EASY Lab

    관련도관련 논문 3편비중 6%
    • 2025EdgeDiff: 418.4mJ/inference Multi-modal Few-step Diffusion Model Accelerator with Mixed-Precision and Reordered Group-QuantizationISSCC
    • 2025EdgeDiff: Energy-Efficient Multi-Modal Few-Step Diffusion Model Accelerator Using Mixed-Precision and Reordered Group QuantizationJSSC
    • 2025EdgeDiff: Multi-modal Few-step Diffusion Model Accelerator with Mixed-Precision and Reordered Group-Quantization for On-device Generative AI MotivationHot Chips
12. Yonsei·컴퓨터 비전

    전해곤Visual AI Lab

    관련도관련 논문 3편비중 7%
    • 2026Universal Image Immunization against Diffusion-based Image Editing via Semantic InjectionECCV
    • 2024Kinetic Typography Diffusion ModelECCV
    • 2024SingularTrajectory: Universal Trajectory Predictor using Diffusion ModelCVPR
13. Yonsei·머신러닝

    송경우MLAI Lab

    관련도관련 논문 3편비중 4%
    • 2026DART: Diffusion-based Approach for Predicting Trajectories of Ballistic MissilesExpert Systems with Applications
    • 2024Few-Shot PPG Signal Generation via Guided Diffusion ModelsIEEE Sensors
    • 2024C2SDI: Conditional Score-based Diffusion Models with Classifier-free GuidanceIJCAI
14. Yonsei·컴퓨터 비전

    이상훈Multi-dimensional Insight Lab

    관련도관련 논문 3편비중 5%
    • 2025DMESH: A Structure-Preserving Diffusion Model for 3D Mesh DenoisingIEEE TNNLS
    • 2024Double Reverse Diffusion for Realistic Garment Reconstruction from ImagesEngineering Applications of Artificial Intelligence
    • 2024Denoising Diffusion for Multi-View StereoICEIC
15. Yonsei·머신러닝

    이기복Machine Learning Lab

    관련도관련 논문 2편비중 11%
    • 2026AugMask: Training Diffusion Models on Incomplete Tabular Data via Stochastic Augmentation and MaskingICML
    • 2024ANT: Adaptive Noise Schedule for Time Series Diffusion ModelsNeurIPS
16. Yonsei·머신러닝

    조성배SCLAB

    관련도관련 논문 2편비중 3%
    • 2025AEFA-FDB: A score-based artificial electric field algorithm for optimal reactive power dispatch problem with renewable and load demand uncertaintiesApplied Soft Computing
    • 2023GREAD: Graph Neural Reaction-Diffusion NetworksICML
17. Yonsei·로보틱스

    이용현RoPhi Lab

    관련도관련 논문 1편비중 5%
    • 2026Zero-Shot Scene Geometry Recognition from Sparse Partial-View Images: Leveraging Generative Diffusion Models for Robotic Manipulation TasksIEEE RA-L
18. Yonsei·머신러닝

    한동준Edge AI Lab

    관련도관련 논문 1편비중 2%
    • 2026Disentangled Sparse Representations for Concept-Separated Diffusion UnlearningNeurIPS
19. Yonsei·AI for Science2026 업데이트 중

    남호정BIIL

    관련도관련 논문 1편비중 8%
    • 2025A genotype-to-drug diffusion model for generation of tailored anti-cancer small moleculesNature Communications
20. Yonsei·머신러닝

    권태경AI Security Lab

    관련도관련 논문 1편비중 5%
    • 2025LeakGuard: Detecting and Mitigating Attribute Leakage in Fine-Tuned Diffusion ModelsWISA
21. Yonsei·데이터 마이닝

    김하영MLCF Lab

    관련도관련 논문 1편비중 4%
    • 2025DiffSLT: Enhancing Diversity in Sign Language Translation via Diffusion ModelPattern Recognition Letters
22. Yonsei·자연어처리·LLM

    여진영Language & AGI Lab

    관련도관련 논문 1편비중 2%
    • 2025Fast and Fluent Diffusion Language Models via Convolutional Decoding and Rejective Fine-tuningNeurIPS
23. Yonsei·자연어처리·LLM

    이동하DLI Lab

    관련도관련 논문 1편비중 2%
    • 2025Fast and Fluent Diffusion Language Models via Convolutional Decoding and Rejective Fine-tuningNeurIPS
24. Yonsei·머신러닝

    권도현PDE & AI Lab

    관련도관련 논문 1편비중 7%
    • 2024Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based ModelsNeurIPS

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