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1. KU·AI for Science

   감태의Medical AI Lab

   관련도관련 논문 33편비중 46%연구 분야에 명시
   • 2026Adaptive Static-Dynamic Functional Connectivity Feature Fusion for Diagnosis of Mild Cognitive ImpairmentICASSP
   • 2026Confidence-Aware Adaptive Semi-Supervised Approach for Reliable EEG-Based Emotion RecognitionICASSP
   • 2026Learning from Perceptual to Semantic Visual Representations of the Brain via Multi-Level EEG-to-Image AlignmentICASSP
2. KU·머신러닝

   이성환PRML Lab

   관련도관련 논문 44편비중 24%연구 분야에 명시
   • 2026A Novel Adversarial Approach for EEG Dataset Refinement: Enhancing Generalization through Proximity-to-Boundary ScoringIEEE TCYB
   • 2026Efficient Brain-to-Speech Decoding with Fixed-Delay Spiking Neural NetworksNeurIPS
   • 2026Semantic-Level Invariant Representation Learning for Cross-Hospital Clinical EEG ModelingNeurIPS
3. KU·인간-AI 상호작용

   서승호HUI

   관련도관련 논문 24편비중 39%연구 분야에 명시
   • 2026AutoResearcHAR: A Multi-Agent Framework for Dataset Adaptive IMU Based Human Activity RecognitionUbiComp
   • 2026Interpretable Multimodal Gesture Recognition for Drone and Mobile Robot Teleoperation via Log-Likelihood Ratio FusionICRA
   • 2026OpenMarcie: Dataset for Multimodal Action Recognition in Industrial EnvironmentsCVPR
4. KU·AI for Science

   석흥일Machine Intelligence Lab

   관련도관련 논문 22편비중 42%연구 분야에 명시
   • 2026Cortically-Resolved Recurrent Architecture for fMRINeurIPS
   • 2026HyFI: Hyperbolic Feature Interpolation for Brain-Vision AlignmentAAAI
   • 2026Transferring Ultrahigh-Field Representations for Intensity-Guided Brain Segmentation of Low-Field Magnetic Resonance ImagingPattern Recognition
5. POSTECH·AI for Science

   김원화, 류일우MIP Lab

   관련도관련 논문 22편비중 29%연구 분야에 명시
   • 2026Learning Multi-Scale Hypergraph for High-Order Brain Connectivity AnalysisICML
   • 2026MnemoDyn: Learning Resting State Dynamics from 40K fMRI sequencesICLR
   • 2026Set-Inclusive Uncertainty Modeling for Robust Brain Tumor SegmentationMICCAI
6. SNU·AI for Science

   차지욱Connectome Lab

   관련도관련 논문 14편비중 41%연구 분야에 명시
   • 2026Learning brain dynamics across distinct scaling regimes reveals psychiatric signaturesCommunications Biology
   • 2026Q-DIVER: Integrated Quantum Transfer Learning and Differentiable Quantum Architecture Search with EEG DataQCNC
   • 2025Polygenic architecture of brain structure and function, behaviors, and psychopathologies in childrenNature Communications
7. KAIST·컴퓨터 비전

   노용만IVY Lab

   관련도관련 논문 12편비중 16%연구 분야에 명시
   • 2026Diffusion Large Language Models for Visual Speech RecognitionEMNLP
   • 2025MMS-LLaMA: Efficient LLM-based Audio-Visual Speech Recognition with Minimal Multimodal Speech TokensACL
   • 2025Prompt Tuning of Deep Neural Networks for Speaker-adaptive Visual Speech RecognitionTPAMI
8. POSTECH·자연어처리·LLM

   이근배, 김형훈NLP Lab

   관련도관련 논문 8편비중 10%연구 분야에 명시
   • 2026Can LLMs Estimate Cognitive Complexity of Reading Comprehension Items?ACL
   • 2026Mixture-of-Experts with Intermediate CTC Supervision for Accented Speech RecognitionACL
   • 2026S3: Sequential Self-feeding Slot Prediction for Explainable Cognitive Reframing in Task-Oriented DialogueACM Transactions on Computing for Healthcare
9. KU·머신러닝

   성준경BREIN Lab

   관련도관련 논문 6편비중 33%연구 분야에 명시
   • 2026Development of head-to-head and longitudinal CycleGAN algorithm for MRI harmonization: validation in follow-up MRI evaluation in patients with brain metastasisScientific Reports
   • 2026Distinct spatial patterns of perivascular spaces enlargement for multiple and Co-existing pathologies of cognitive impairmentThe Journal of Prevention of Alzheimer's Disease
   • 2025Physical activity, Alzheimer plasma biomarkers, and cognitionJAMA Network Open
10. KAIST·머신러닝

    이상완AI Brain Lab

    관련도관련 논문 6편비중 13%연구 분야에 명시
    • 2026Brain's world model is smarter than we thinkCurrent Opinion in Behavioral Sciences
    • 2025Factorized embedding of goal and uncertainty in the lateral prefrontal cortex guides stably flexible learningNature Communications
    • 2025Cognitive bias training through model parameter optimizationRLDM
11. KU·음성·오디오

    김찬우SLPL

    관련도관련 논문 4편비중 16%연구 분야에 명시
    • 2026SISER : Speaker Invariant Speech Emotion Recognition with Entropy-Based Adversarial TrainingINTERSPEECH
    • 2026LMMSE: A Clinically Inspired Framework for Cognitive Evaluation of Large Language ModelsInformation Sciences
    • 2026Delta2Gamma: Band-Wise Adaptive Contrastive Learning of EEG Rhythms for Alzheimer's Disease DetectionBioCAS
12. SNU·인간-AI 상호작용

    권가진CC Lab

    관련도관련 논문 5편비중 23%
    • 2026MF-EDM: Graph-based Multimodal Fusion and Emotional Dynamics Modeling for Emotion Recognition in ConversationINTERSPEECH
    • 2026Cognitive and emotional engagement design factors in text-based pedagogical conversational agents: Impacts on student learning and motivationInternational Journal of Human-Computer Studies
    • 2025Pitch Contour Model (PCM) with Transformer Cross-Attention for Speech Emotion RecognitionINTERSPEECH
13. KU·인간-AI 상호작용

    Christian WallravenCognitive Systems Lab

    관련도관련 논문 4편비중 14%연구 분야에 명시
    • 2026A multimodal analysis of eye-movement and EEG responses during short-term blue-light filtering lens wear in a reading taskVisual Neuroscience
    • 2024An EEG Dataset of Neural Signatures in a Competitive Two-Player Game Encouraging Deceptive BehaviorScientific Data
    • 2024Decoding the dynamic perception of risk and speed using naturalistic stimuli: A multivariate, whole‐brain analysisHuman Brain Mapping
14. SNU·AI for Science

    이종호LIST

    관련도관련 논문 7편비중 23%
    • 2025χ-separation Insights into Whole-brain Characterization of Age-related Patterns of Susceptibility in Healthy AgingNeuroImage
    • 2025Associations between cortical iron accumulation and memory in patients with amnestic mild cognitive impairment and in cognitively normal individualsBrain and Behavior
    • 2025Reduced myelin contributes to cognitive impairment in patients with monogenic small vessel diseaseAlzheimer's & Dementia
15. Yonsei·머신러닝

    조성배SCLAB

    관련도관련 논문 4편비중 6%연구 분야에 명시
    • 2026A 4D transformer with spatiotemporal attentions for universal diagnosis of brain disordersNeurocomputing
    • 2024A Graph Neural Network with Multi-head Attention for Universal Brain Disease Diagnosis from fMRI ImagesHAIS
    • 2024Age-Unbiased Facial Emotion Recognition with Regularizing Self-Attention Value VectorIDEAL
16. SNU·음성·오디오

    이교구MARG

    관련도관련 논문 5편비중 7%
    • 2026Breaking Shortcut Learning for Cross-Trial EEG-Guided Target Speech Extraction via Two-Stage TrainingINTERSPEECH
    • 2026Cross-Modal Bottleneck Fusion for Noise Robust Audio-Visual Speech RecognitionICASSP
    • 2026GETS: Guiding EMG-to-Speech Synthesis via Silent Speech RecognitionINTERSPEECH
17. SNU·로보틱스

    김아영RPM Lab

    관련도관련 논문 6편비중 15%
    • 2025HeLiOS: Heterogeneous LiDAR Place Recognition via Overlap-based Learning and Local Spherical TransformerICRA
    • 2025ImLPR: Image-based LiDAR Place Recognition using Vision Foundation ModelsCoRL
    • 2025SHeRLoc: Synchronized Heterogeneous Radar Place Recognition for Cross-Modal LocalizationIEEE RA-L
18. SNU·컴퓨터 비전

    이경무, 한보형CV Lab

    관련도관련 논문 4편비중 5%연구 분야에 명시
    • 2024Beyond Image Super-Resolution for Image Recognition with Task-Driven Perceptual LossCVPR
    • 2024Leveraging temporal contextualization for video action recognitionECCV
    • 2023Human Part-wise 3D Motion Context Learning for Sign Language RecognitionICCV
19. Yonsei·컴퓨터 비전

    이종석MCML Group

    관련도관련 논문 3편비중 9%연구 분야에 명시
    • 2025Emotional EEG classification using upscaled connectivity matricesIEEE SMC
    • 2024Temporal shuffling for defending deep action recognition models against adversarial attacksNeural Networks
    • 2023EEG-based emotional video classification via learning connectivity structureIEEE Transactions on Affective Computing
20. SNU·머신러닝

    장병탁BI Lab

    관련도관련 논문 2편비중 3%연구 분야에 명시
    • 2026Voronoi-Based Second-Order Descriptor with Whitened Metric in LiDAR Place RecognitionICRA
    • 2024CogME: A Cognition-Inspired Multi-Dimensional Evaluation Metric for Story UnderstandingCogSci
21. SNU·머신러닝

    문태섭M.IN.D Lab

    관련도관련 논문 4편비중 9%
    • 2026Can Natural Image Autoencoders Compactly Tokenize fMRI Volumes for Long-Range Dynamics Modeling?CVPR
    • 2026SEED: Towards More Accurate Semantic Evaluation for Visual Brain DecodingICLR
    • 2025Processing fMRI Brain Signals Using Latents from Natural Image AutoencodersNeurIPS
22. SNU·인간-AI 상호작용

    서봉원Human Centered Computing Lab

    관련도관련 논문 3편비중 6%
    • 2026Who Is Shopping With You? How Persona Design Shapes Cognitive and Social Engagement in AI Shopping AgentsSIGIR
    • 2026“Just Listening Was Enough—Until It Wasn't”: Relationship-Stage-Aware Cognitive Scaffolding in AI CompanionsCHI
    • 2026Co-Overcooked: Cognitive Constraints on Partner Modeling in Human-AI Team CompositionCogSci
23. SNU·데이터 마이닝

    강유Data Mining Lab

    관련도관련 논문 5편비중 8%
    • 2025SwaGNER: Leveraging Span-aware Grid Transformers for Accurate Nested Named Entity RecognitionCIKM
    • 2025Accurate Semi-supervised Automatic Speech Recognition for Ordinary and Characterized Speeches via Multi-hypotheses-based Curriculum LearningPLOS ONE
    • 2024Accurate Semi-supervised Automatic Speech Recognition via Multi-hypotheses-based Curriculum LearningPAKDD
24. SNU·AI for Science

    이동헌BiLab

    관련도관련 논문 3편비중 6%
    • 2026Caregiver Neuroticism Amplifies the Effect of Cognitive Impairment Severity on Caregiver Burden Among Dementia CaregiversPsychiatry Investigation
    • 2026Segmentation of Pre- and Post-treatment Brain Metastases Using an Ensemble of MRI Foundation ModelsMICCAI
    • 2025Quantitative Assessment of Blood-Brain Barrier Permeability Using Biotechnological Imaging Analysis in Contrast-enhanced Magnetic Resonance Imaging in Post-Resuscitation Care; Stratified Association by Illness SeverityResuscitation
25. KAIST·컴퓨터 비전

    윤성의SGVR Lab

    관련도관련 논문 3편비중 5%
    • 2026Towards Test-time Efficient Visual Place Recognition via Asymmetric Query ProcessingAAAI
    • 2026Class-Relational Approach for Visual Place Recognition under Extreme Appearance ChangesIEEE RA-L
    • 2025OpenSlot: Mixed Open-Set Recognition with Object-Centric LearningIEEE TMM
26. KU·컴퓨터 비전

    김상필Computer Vision Lab

    관련도관련 논문 4편비중 7%
    • 2026Egocentric Hand Activity Video Dataset and Bidirectional Motion-Priors for Hand Action RecognitionIEEE Access
    • 2025Lightweight Test-time Adaptation for Robust Out-of-Distribution Face Recognition in Web ServicesJournal of Web Engineering
    • 2024Egocentric View Hand Action Recognition by Leveraging Hand Surface and Hand Grasp TypeICPRAI
27. KAIST·음성·오디오

    정준선Multimodal AI Lab

    관련도관련 논문 5편비중 5%
    • 2025Test-Time Augmentation for Pose-invariant Face RecognitionFG
    • 2024Disentangled Representation Learning for Environment-agnostic Speaker RecognitionINTERSPEECH
    • 2024SlowFast Network for Continuous Sign Language RecognitionICASSP
28. Yonsei·로보틱스

    이용현RoPhi Lab

    관련도관련 논문 3편비중 14%
    • 2026Zero-Shot Scene Geometry Recognition from Sparse Partial-View Images: Leveraging Generative Diffusion Models for Robotic Manipulation TasksIEEE RA-L
    • 2025ScrewSplat: An End-to-End Method for Articulated Object RecognitionCoRL
    • 2024T2SQNet: A Recognition Model for Manipulating Partially Observed Transparent Tableware ObjectsCoRL
29. Yonsei·데이터 마이닝

    박상현DELAB

    관련도관련 논문 3편비중 6%
    • 2026AMoE-BTS: An Adaptive Mixture of Experts for Clinical Decision Support in Multimodal Brain Tumor SegmentationACM SAC
    • 2025Protecting Medical Privacy with Pretrained Language Models: Named Entity Recognition-based De-identification in Korean Unstructured Electronic Medical Recordsnpj Health Systems
    • 2024TACA-RNet: Tri-Axis Based Context-Aware Reverse Network for Multimodal Brain Tumor SegmentationElectronics
30. KAIST·머신러닝

    이주호SIML Lab

    관련도관련 논문 4편비중 5%
    • 2026Stochastic optimal control for continuous-time fMRI representation learningICLR
    • 2024Learning dynamic brain connectome with graph transformers for psychiatric diagnosis classificationISBI
    • 2023A generative self-supervised framework using functional connectivity in fMRI dataNeurIPS
31. KAIST·컴퓨터 비전

    주재걸DAVIAN Lab

    관련도관련 논문 3편비중 2%
    • 2026Denoised Variance-Based Pruning with Optimal Brain Bias CompensationECCV
    • 2025Evaluating Automatic Speech Recognition Systems for Korean Meteorological ExpertsEMNLP Findings
    • 2024Prediction of Treatment Response after Stereotactic Radiosurgery of Brain Metastasis using Deep Learning and Radiomics on Longitudinal MRI DataScientific Reports
32. SNU·자연어처리·LLM

    조요한

    관련도연구 분야에 명시
33. KAIST·자연어처리·LLM

    김현우COCO Lab

    관련도연구 분야에 명시
34. POSTECH·음성·오디오

    서영주AIoT Lab

    관련도관련 논문 2편비중 6%
    • 2026AcouLetter: Enabling Fine-Grained Mid-Air Alphabetic Thumb Gesture Recognition on Smartphones with Acoustic and Inertial SensingIUI
    • 2024UbiGest: Smartphone-Based Ubiquitous Gesture Recognition With Wi-FiIEEE IoT Journal
35. KAIST·머신러닝

    윤세영OSI Lab

    관련도관련 논문 3편비중 2%
    • 2025MoHAVE: Mixture of Hierarchical Audio-Visual Experts for Robust Speech RecognitionICML
    • 2024Learning Video Temporal Dynamics with Cross-Modal Attention for Robust Audio-Visual Speech RecognitionSLT
    • 2023CUDA: Curriculum of Data Augmentation for Long-tailed RecognitionICLR
36. SNU·AI 시스템

    이재진THUNDER Research Group

    관련도관련 논문 2편비중 11%
    • 2025Enhancing Face Recognition Accuracy for Under-Display Cameras via Image RestorationSID Symposium Digest of Technical Papers
    • 2025Investigating the Effects of Degradation and Restoration on Face Recognition in Under-Display CamerasJournal of the Society for Information Display
37. SNU·컴퓨터 비전

    이준석VIP Lab

    관련도관련 논문 2편비중 4%
    • 2026Channel-wise Latent Space Decorrelation for 3D Brain MRI GenerationMIUA
    • 2024RMFER: Semi-supervised Contrastive Learning for Facial Expression Recognition with Reaction Mashup VideoWACV
38. SNU·AI for Science

    이승근

    관련도관련 논문 2편비중 8%
    • 2026Channel-wise Latent Space Decorrelation for 3D Brain MRI GenerationMIUA
    • 2023Investigation of Genetic Variants and Causal Biomarkers Associated with Brain AgingScientific Reports
39. KU·컴퓨터 비전

    박경문VGI Lab

    관련도관련 논문 2편비중 4%
    • 2025Disentangled Concepts Speak Louder Than Words: Explainable Video Action RecognitionNeurIPS
    • 2025PCBEAR: Pose Concept Bottleneck for Explainable Action RecognitionCVPR
40. SNU·인간-AI 상호작용2026 업데이트 중

    이준환HCI+D Lab

    관련도관련 논문 3편비중 11%
    • 2024SMART-TBI: Design and Evaluation of the Social Media Accessibility and Rehabilitation Toolkit for Users with Traumatic Brain InjuryASSETS
    • 2023So, I Can Feel Normal: Participatory Design for Accessible Social Media Sites for Individuals with Traumatic Brain InjuryCHI
    • 2023Investigating Day-to-day Experiences with Conversational Agents by Users with Traumatic Brain InjuryASSETS
41. SNU·로보틱스

    박종우FCP Robotics Lab

    관련도관련 논문 2편비중 10%
    • 2025ScrewSplat: An End-to-End Method for Articulated Object RecognitionCoRL
    • 2024T²SQNet: A Recognition Model for Manipulating Partially Observed Transparent Tableware ObjectsCoRL
42. Yonsei·머신러닝

    손지용ITML Lab

    관련도관련 논문 2편비중 8%
    • 2025Aligning Large Language Models for Cognitive Behavioral Therapy: A Proof-of-Concept StudyFrontiers in Psychiatry
    • 2024ERD: A Framework for Improving LLM Reasoning for Cognitive Distortion ClassificationNAACL
43. SNU·AI for Science

    김덕진SatGeo Lab

    관련도관련 논문 3편비중 5%
    • 2024Transformer-based Moving Aircraft Recognition using Sub-aperture SAR AnalysisInternational Symposium on Remote Sensing
    • 2023Effective Vessel Recognition in High Resolution SAR Images Using Quantitative and Qualitative Training Data Enhancement from Target Velocity Phase RefocusingIEEE Transactions on Geoscience and Remote Sensing
    • 2023SAR-specific Data Augmentation Methods for Deep Learning-based Automatic Target RecognitionInternational Symposium on Remote Sensing
44. SNU·로보틱스

    최준원ADR Lab

    관련도관련 논문 2편비중 5%
    • 2025Unified Contrastive Fusion Transformer for Multimodal Human Action RecognitionNeurocomputing
    • 2024DBN-Mix: Training Dual Branch Network Using Bilateral Mixup Augmentation for Long-tailed Visual RecognitionPattern Recognition
45. Yonsei·자연어처리·LLM

    여진영Language & AGI Lab

    관련도관련 논문 2편비중 4%
    • 2025Can You Share Your Story? Modeling Clients' Metacognition and Openness for LLM Therapist EvaluationACL Findings
    • 2024CACTUS: Towards Psychological Counseling Conversations using Cognitive Behavioral TheoryEMNLP Findings
46. Yonsei·컴퓨터 비전

    황성재MICV Lab

    관련도관련 논문 2편비중 4%
    • 2025Deep Learning-Based Pre-contrast CT Parcellation for MRI-Free Brain Amyloid PET QuantificationCNM
    • 2024Slice-Consistent 3D Volumetric Brain CT-to-MRI Translation with 2D Brownian Bridge Diffusion ModelMICCAI
47. Yonsei·컴퓨터 비전

    오유진OMAEL

    관련도관련 논문 1편비중 9%
    • 2026Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain AugmentationMICCAI
48. KAIST·컴퓨터 비전

    김준모SIIT Lab

    관련도관련 논문 2편비중 2%
    • 2025FairASR: Fair Audio Contrastive Learning for Automatic Speech RecognitionINTERSPEECH
    • 2023Localization using Multi-Focal Spatial Attention for Masked Face RecognitionFG
49. POSTECH·머신러닝

    김동우, 옥정슬, 박상돈, 박은혁ML Lab

    관련도관련 논문 2편비중 2%
    • 2025DyPCL: Dynamic Phoneme-level Contrastive Learning for Dysarthric Speech RecognitionNAACL
    • 2023Anonymization for Skeleton Action RecognitionAAAI
50. Yonsei·데이터 마이닝

    김하영MLCF Lab

    관련도관련 논문 2편비중 7%
    • 2024Integrated recognition assistant framework based on deep learning for autonomous driving: Human-like restoring damaged road sign informationInternational Journal of Human-Computer Interaction
    • 2024Multi-label material and human risk factors recognition model for construction site safety managementJournal of Safety Research
51. SNU·자연어처리·LLM

    이재윤SKI-ML Lab

    관련도관련 논문 1편비중 4%
    • 2026Aligning the Brain with Language Models Requires a Nonlinear and Multimodal ApproachCCN Poster
52. KU·AI for Science

    서현석IMPEL Lab

    관련도관련 논문 1편비중 4%
    • 2026AI Augmented Confocal Laser Endomicroscopy for Rapid Intraoperative Diagnosis of Brain Tumorsnpj Digital Medicine
53. SNU·데이터 마이닝

    박현우DIAL Lab

    관련도관련 논문 1편비중 3%
    • 2026An (almost) free lunch? Symbolic recognition and knowledge-sharing behavior in online communitiesResearch Policy
54. SNU·AI 시스템

    이진호AISys Lab

    관련도관련 논문 1편비중 3%
    • 2026CRISP: End-to-End Fingerprint Recognition Leveraging Hardware-Anchored Liveness DetectionDSN
55. SNU·컴퓨터 비전

    김건희Vision & Learning Lab

    관련도관련 논문 1편비중 2%
    • 2026Cognitive Chain-of-Thought (COCOT): Structured Multimodal Reasoning about Social SituationsCOLM
56. KU·머신러닝

    이창희AIX

    관련도관련 논문 1편비중 3%
    • 2026Deep Language Model-based Early Recognition of Out-of-Hospital Cardiac Arrest from Real-Time Emergency Callsnpj Digital Medicine
57. Yonsei·컴퓨터 비전

    이상훈Multi-dimensional Insight Lab

    관련도관련 논문 1편비중 2%
    • 2026Enhancing Occlusion-Robustness for Micro-Expression RecognitionIEEE TMM
58. KAIST·데이터 마이닝

    박노성BigDyL

    관련도관련 논문 1편비중 1%
    • 2026HyBrain: Spatiotemporal Hyperedges for EEG Seizure Detection and PredictionCIKM
59. POSTECH·컴퓨터 비전

    곽수하, 조민수, 손진희CV Lab

    관련도관련 논문 1편비중 1%
    • 2026Improving Target Presence and Plurality Recognition for Generalized Referring Image SegmentationAAAI
60. KU·자연어처리·LLM

    정우환Autonomous AI Lab

    관련도관련 논문 2편비중 11%
    • 2023Enhancing Low-Resource Fine-Grained Named Entity Recognition by Leveraging Coarse-Grained DatasetsEMNLP
    • 2023THUNDER: Named Entity Recognition using a Teacher-student Model with Dual Classifiers for Strong and Weak SupervisionsECAI

+26

2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.