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1. KAIST·AI for Science

   최윤재

   관련도관련 논문 30편비중 48%연구 분야에 명시
   • 2026ECG-Reasoning-Benchmark: A Benchmark for Evaluating Clinical Reasoning Capabilities in ECG InterpretationNeurIPS
   • 2026EHRNote-ChatQA: A Benchmark for Evidence-Grounded Multi-Turn Clinical Question Answering over Longitudinal Discharge SummariesNeurIPS
   • 2026From Conversation to Query Execution: Benchmarking User and Tool Interactions for EHR Database AgentsICLR
2. KU·AI for Science

   석흥일Machine Intelligence Lab

   관련도관련 논문 23편비중 44%연구 분야에 명시
   • 2026Complex Wavelet-Based Transformer for Neurodevelopmental Disorder Diagnosis via Direct Modeling of Real and Imaginary ComponentsMedical Image Analysis
   • 2026DAMEC: Disease-Aware Multi-Expert Consensus Framework for Study-Level Radiology Report GenerationCIKM
   • 2026FIESTA: Fourier-Based Semantic Augmentation with Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image SegmentationIEEE TNNLS
3. Yonsei·AI for Science

   김호진LESSON Lab

   관련도관련 논문 16편비중 52%연구 분야에 명시
   • 2026Real‐time energy measurement of clinical carbon ion beams using a cross‐correlation time‐of‐flight method with parallel‐plate chambersMedical Physics
   • 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
   • 2026Parallel-plate chambers as radiation-hard detectors for time-based beam diagnostics in carbon-ion radiotherapyNuclear Inst. and Methods in Physics Research, A
4. KAIST·머신러닝

   양은호MLI Lab

   관련도관련 논문 16편비중 20%
   • 2026When Multiple Script Matters: Evaluating ASR in Clinical SettingsINTERSPEECH
   • 2026EMR-AGENT: An LLM Agent Framework for Cohort and Feature Extraction from Heterogeneous EHR DatabasesEMNLP Findings
   • 2026Evaluating the Pre-Consultation Ability of LLMs using Diagnostic GuidelinesEACL
5. POSTECH·AI for Science

   김원화, 류일우MIP Lab

   관련도관련 논문 16편비중 21%연구 분야에 명시
   • 2026Learning Robust Medical Image Segmentation under Mixed-Quality AnnotationMICCAI
   • 2026SurgMark: Structure-Aware Watermarking for 4D Gaussian Splatting in Surgical ScenesMICCAI
   • 2026Is Exchangeability better than I.I.D. to handle Data Distribution Shifts while Pooling Data for Data-scarce Medical image segmentation?MIDL
6. KU·AI for Science

   감태의Medical AI Lab

   관련도관련 논문 12편비중 17%연구 분야에 명시
   • 2026Adaptive Static-Dynamic Functional Connectivity Feature Fusion for Diagnosis of Mild Cognitive ImpairmentICASSP
   • 2026Retrieval-based Mixture-of-Experts for Patient-Specific Cancer Survival Prediction with Incomplete Multimodal DataMICCAI
   • 2026Brain Topology-Driven Graph Structure Learning for Functional Brain Network-Based Major Depressive Disorder DiagnosisISBI
7. SNU·AI for Science

   김선BHI Lab

   관련도관련 논문 14편비중 24%
   • 2026Deep learning for predicting patient drug response by transferring gene-level and cell-level knowledge to tumorsnpj Precision Oncology
   • 2026Deep learning frameworks for translating cancer drug response from cell-level to patient-level by modeling transcriptomeCancer Research
   • 2026Patient-level drug response prediction through dual adversarial alignment of pre- and post-drug treatment transcriptomic statesiscbAI26
8. SNU·AI for Science

   이동헌BiLab

   관련도관련 논문 9편비중 18%연구 분야에 명시
   • 2026Hypoxemia prediction in pediatric patients under general anesthesia using machine learning: a retrospective observational study and external validationPLOS ONE
   • 2026An Interactive LVM–LLM Agent for Dementia Screening: Towards Clinical Translation of Explainable AIECR
   • 2026Auditing Clinical Concept Fragmentation in Sparse Medical Vision–Language RepresentationsICML
9. SNU·AI for Science

   이종호LIST

   관련도관련 논문 9편비중 29%연구 분야에 명시
   • 2026Diagnostic Value of Susceptibility-Based Imaging and Apparent Diffusion Coefficient for Differentiating Multiple System Atrophy–Parkinsonian Type from Parkinson's DiseaseFront Aging Neursosci
   • 2026In-vivo iron mapping in patients with Parkinson’s disease using deep learning-based susceptibility source separation MRInpj Parkinson's Disease
   • 2025Clinical dementia rating classification using integrated vision and language informationIEEE Access
10. KAIST·AI for Science

    예종철BISPL

    관련도관련 논문 10편비중 9%연구 분야에 명시
    • 2026Dementia-R1: Reinforced Pretraining and Reasoning from Unstructured Clinical Notes for Real-World Dementia PrognosisEMNLP
    • 2026Read like a radiologist: Efficient vision-language model for 3d medical imaging interpretationMedical Image Analysis
    • 2026PACE-RAG: Patient-Aware Contextual and Evidence-Constrained RAG for Clinical Drug RecommendationEMNLP Findings
11. KU·머신러닝

    성준경BREIN Lab

    관련도관련 논문 10편비중 56%
    • 2026Development of head-to-head and longitudinal CycleGAN algorithm for MRI harmonization: validation in follow-up MRI evaluation in patients with brain metastasisScientific Reports
    • 2025Gait impairment associated with neuroimaging biomarkers in Alzheimer's diseaseScientific Reports
    • 2025High-order attention mechanism of MR imaging features predicts differential diagnosis for dementiaAlzheimer's & Dementia
12. SNU·AI for Science

    김경수AIBL

    관련도관련 논문 11편비중 31%연구 분야에 명시
    • 2025Commercial Artificial Intelligence (AI) Tool for Screening Digital Breast Tomosynthesis: Factors Associated With AI-Based Breast Cancer DetectionAmerican Journal of Roentgenology
    • 2025Strategies for mitigating data heterogeneities in AI-based neuro-disease detectionNeuron
    • 2024Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical ImagesCVPR
13. KU·머신러닝

    이창희AIX

    관련도관련 논문 7편비중 18%연구 분야에 명시
    • 2026Deep Language Model-based Early Recognition of Out-of-Hospital Cardiac Arrest from Real-Time Emergency Callsnpj Digital Medicine
    • 2026Time-to-event Ensemble Machine Learning Approach for Predicting Long-term Survival of Abdominal Aortic Aneurysm Patients Undergoing Endovascular Aneurysm RepairPLOS ONE
    • 2026Development of a Long-term Survival Prediction Model for Patients Undergoing Invasive Coronary Angiography using Ensemble-based Machine Learning in Time-to-event AnalysisHeart & Lung
14. SNU·인간-AI 상호작용

    서봉원Human Centered Computing Lab

    관련도관련 논문 7편비중 14%
    • 2026"I Should Know, But I Dare Not Ask": From Understanding Challenges in Healthcare Journeys to Deriving Design Implications for North Korean Defectors' AdaptationCHI
    • 2026CliniCAST: Benchmarking Acoustic Grounding and Text Dominance in Medical TriageACL Findings
    • 2026Abstract 5053: Comparison of machine learning-based dimensionality reduction methods for dietary patterns and their predictability of cancer risk in a large cohort studyCancer Research
15. Yonsei·머신러닝

    조성배SCLAB

    관련도관련 논문 9편비중 13%
    • 2026Diagnosing Spatial Consistency across Perspectives and Viewpoints in Large Vision-Language ModelsACL
    • 2026A 4D transformer with spatiotemporal attentions for universal diagnosis of brain disordersNeurocomputing
    • 2026SGA-DT: An adaptive fusion framework for missing data imputation and interpretable healthcare classificationPLOS ONE
16. SNU·머신러닝

    윤성로AI Lab

    관련도관련 논문 7편비중 6%
    • 2026Diagnosing and Correcting Concept Omission in Multimodal Diffusion TransformersICML
    • 2026Temporal Island Sparse Autoencoders for Interpreting Clinical Time-Series ModelsNeurIPS
    • 2026Time-Conditioned Foreseeing: An EHR-Specific Foundation Model for Irregular Dynamics and Calendrical TimeICML
17. Yonsei·컴퓨터 비전

    황성재MICV Lab

    관련도관련 논문 5편비중 11%연구 분야에 명시
    • 2026Anatomically Consistent TMJ Disc Segmentation via Semantic Anchoring and Clinical PriorsMICCAI
    • 2025Mono-Modalizing Extremely Heterogeneous Multi-Modal Medical Image RegistrationMICCAI
    • 2025Pathology-Aware Adaptive Watermarking for Text-Driven Medical Image SynthesisMICCAI
18. Yonsei·컴퓨터 비전

    오유진OMAEL

    관련도관련 논문 4편비중 36%연구 분야에 명시
    • 2026CoMMa: Contribution-Aware Medical Multi-Agents for Decentralized Oncology Decision SupportNeurIPS
    • 2025Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic PerspectiveICML
    • 2025End-to-end Breast Cancer Radiotherapy Planning via LMMs with Consistency EmbeddingMedical Image Analysis
19. Yonsei·데이터 마이닝

    박상현DELAB

    관련도관련 논문 6편비중 13%
    • 2026AMoE-BTS: An Adaptive Mixture of Experts for Clinical Decision Support in Multimodal Brain Tumor SegmentationACM SAC
    • 2026Segment Anything Model Guided Dual-Mask Framework for Anatomically Faithful Medical Image TranslationScientific Reports
    • 2026SKIM: Semantic Knowledge Infused Modeling for Medical Report GenerationACM SAC
20. Yonsei·데이터 마이닝

    장백철ANDLab

    관련도관련 논문 6편비중 16%
    • 2026ABED: Abductive Bidirectional Entailment Diagnosis for Open-World Logical ReasoningEMNLP
    • 2026When Retrieval Similarity Hurts: A Diagnostic Framework for Document Weighting in Black-Box RAGEMNLP Findings
    • 2026Multi-Axial Analysis of Clinical Reasoning in Large Language Models: Inter-Verifier Disagreement and Its Implications for Automated EvaluationJMS
21. SNU·컴퓨터 비전

    전세영ICL

    관련도관련 논문 4편비중 6%연구 분야에 명시
    • 2026ecSegCls: Deep learning-based method for detecting extrachromosomal DNAs in both interphase and metaphase cancer cellsAACR
    • 2026Tailorable porous collagen hydrogels as a physiologically relevant platform for extrachromosomal DNA-associated colorectal cancer researchTheranostics
    • 2025Clinical dementia rating classification using integrated vision and language informationIEEE Access
22. POSTECH·인간-AI 상호작용2026 업데이트 중

    조은경Health & HCI Lab

    관련도관련 논문 4편비중 80%연구 분야에 명시
    • 2025Understanding Public Agencies' Expectations and Realities of AI-Driven Chatbots for Public Health MonitoringCHI
    • 2024Exploring Patient-Generated Annotations to Digital Clinical Symptom Measures for Patient-Centered CommunicationCSCW
    • 2024Understanding the Impact of Long-Term Memory on Self-Disclosure with Large Language Model-Driven Chatbots for Public Health InterventionCHI
23. KU·자연어처리·LLM

    정우환Autonomous AI Lab

    관련도관련 논문 2편비중 11%연구 분야에 명시
    • 2026Trajectory-Aware Clinical Risk Prediction via Severity-Grounded Knowledge Graphs and Retrieval-Augmented GenerationKDD
    • 2025Machine learning-based real-time prediction of duodenal stump leakage from gastrectomy in gastric cancer patientsFrontiers in Surgery
24. KU·AI for Science

    서현석IMPEL Lab

    관련도관련 논문 2편비중 9%연구 분야에 명시
    • 2026AI Augmented Confocal Laser Endomicroscopy for Rapid Intraoperative Diagnosis of Brain Tumorsnpj Digital Medicine
    • 2025Artificial Intelligence Model for Detection of Colorectal Cancer on Routine Abdominopelvic CT Examinations: A Training and External-Testing StudyAmerican Journal of Roentgenology
25. SNU·머신러닝2026 업데이트 중

    강명주NCIA Lab

    관련도관련 논문 3편비중 8%연구 분야에 명시
    • 2025Efficient sparse-view medical image classification for low radiation and rapid COVID-19 diagnosisBiomedical Engineering Letters
    • 2024Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challengeMedical Image Analysis
    • 2024Optimal STI Controls for HIV Patients Based On an Efficient Deep Q Learning MethodJournal of Theoretical Biology
26. SNU·AI for Science

    이승근

    관련도관련 논문 5편비중 21%
    • 2026Integrative genomic analysis of 21 orofacial diseases identifies shared genetic architecture with systemic diseasesNature Communications
    • 2025De-identification of clinical notes with pseudo-labeling using regular expression rules and pre-trained BERTBMC Medical Informatics and Decision Making
    • 2024The clinical relevance of a polygenic risk score for type 2 diabetes mellitus in the Korean populationScientific Reports
27. KU·음성·오디오

    김찬우SLPL

    관련도관련 논문 3편비중 12%
    • 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
    • 2025A Novel Chain-of-Thought Reasoning Approach for Alzheimer’s Disease Detection Using Large Language and Vision-Language ModelsIEEE TNSRE
28. KU·컴퓨터 비전

    박경문VGI Lab

    관련도관련 논문 1편비중 2%연구 분야에 명시
    • 2026Unsupervised Domain Adaptation for Medical Image Segmentation Using Adaptogen-PerturbationMedical Image Analysis
29. SNU·로보틱스2026 업데이트 중

    김진수Wearable Robotics Lab

    관련도관련 논문 1편비중 50%연구 분야에 명시
    • 2024Soft robotic apparel to avert freezing of gait in Parkinson’s diseaseNature Medicine
30. Yonsei·데이터 마이닝

    김하영MLCF Lab

    관련도관련 논문 1편비중 4%연구 분야에 명시
    • 2024Nursing diagnoses as factors associated with delirium among intensive care unit patients with sepsis: A retrospective correlational studyJournal of Advanced Nursing
31. Yonsei·머신러닝

    송경우MLAI Lab

    관련도관련 논문 3편비중 4%
    • 2026Compact and Efficient Data Strategies for LLMs (Large Language Models)-Based Bearing Fault DiagnosisInternational Journal of Precision Engineering and Manufacturing-Green Technology
    • 2025Causal Effect Variational Transformer for Public Health Measures and COVID-19 Infection Cluster AnalysisCIKM
    • 2025Enhancing Causal Discovery in Chronic Diseases: The MAGIC Framework Using Multiple LLMsISPOR Real-World Evidence Summit
32. Yonsei·로보틱스

    최종은MLCS Lab

    관련도관련 논문 1편비중 5%연구 분야에 명시
    • 2023Explainable deep learning-based clinical decision support engine for MRI-based automated diagnosis of temporomandibular joint anterior disk displacementComputer Methods and Programs in Biomedicine
33. POSTECH·자연어처리·LLM

    이근배, 김형훈NLP Lab

    관련도관련 논문 3편비중 4%
    • 2026Do Vision-Language Models Understand Visual Persuasiveness? A Diagnosis via Visual Persuasive FactorsEMNLP Findings
    • 2025K-COMP: Retrieval-Augmented Medical Domain Question Answering With Knowledge-Injected CompressorNAACL
    • 2024DiagESC: Dialogue Synthesis for Integrating Depression Diagnosis into Emotional Support ConversationSIGDIAL
34. SNU·자연어처리·LLM

    유영재PI Lab

    관련도관련 논문 3편비중 3%
    • 2025Scalp Diagnostic System With Label-Free Segmentation and Training-Free Image TranslationMICCAI
    • 2025Subtle Risks, Critical Failures: A Framework for Diagnosing Physical Safety of LLMs for Embodied Decision MakingEMNLP
    • 2025Baymax in Reality: A Humanoid System for Non-Contact Health Monitoring and Empathetic InteractionHumanoids
35. KU·인간-AI 상호작용

    서승호HUI

    관련도관련 논문 3편비중 5%
    • 2026Knowledge-guided strain-damage image correlation for diagnosing nonlinear mechanical behavior of freely stretched ultra-thin polymer films on water surfacePolymer Testing
    • 2024Fault Diagnosis of Indium Tin Oxide Electrodes by Multi-channel S-parameter PatternsICEIC
    • 2024Non-destructive Fault Diagnosis of Electronic Interconnects by Learning Signal Patterns of Reflection Coefficient in the Frequency DomainMicroelectronics Reliability
36. SNU·인간-AI 상호작용

    서진욱Human-Computer Interaction Lab

    관련도연구 분야에 명시
37. Yonsei·자연어처리·LLM

    여진영Language & AGI Lab

    관련도관련 논문 3편비중 6%
    • 2026Success and Failure of Human–AI Collaboration in Clinical Reasoning: An Experimental Study on Challenging Real-World CasesInternational Journal of Medical Informatics
    • 2024Large Language Models are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated RationalesAAAI
    • 2023Evidence-Empowered Transfer Learning for Alzheimer's DiseaseISBI
38. KAIST·인간-AI 상호작용

    김주호KIXLAB

    관련도관련 논문 3편비중 3%
    • 2026STEPwise: Diagnosing Students' Math Problem-Solving Skills via LLM-Generated Stepwise Sub-QuestionsAIED
    • 2024Using Large Language Models To Diagnose Math Problem-solving Skills At ScaleL@S
    • 2023Surch: Enabling Structural Search and Comparison for Surgical VideosCHI
39. KU·머신러닝

    이성환PRML Lab

    관련도관련 논문 3편비중 2%
    • 2026Semantic-Level Invariant Representation Learning for Cross-Hospital Clinical EEG ModelingNeurIPS
    • 2024DeepHealthNet: Adolescent Obesity Prediction System Based on a Deep Learning FrameworkIEEE JBHI
    • 2023Weakly Supervised Thoracic Disease Localization via Disease MasksNeurocomputing
40. KU·자연어처리·LLM

    임희석NLP&AI Lab

    관련도관련 논문 2편비중 2%
    • 2026Can Small Open-source Language Models with Retrieval-Augmented Generation Match GPT-4 Performance in Breast Cancer Clinical Decision Support?Journal of Clinical Oncology - Clinical Cancer Informatics
    • 2025Benchmark Profiling: Mechanistic Diagnosis of LLM BenchmarksEMNLP
41. Yonsei·AI for Science2026 업데이트 중

    남호정BIIL

    관련도관련 논문 2편비중 17%
    • 2025A genotype-to-drug diffusion model for generation of tailored anti-cancer small moleculesNature Communications
    • 2025KG-SLomics: Cancer Type-Specific Synthetic Lethality Prediction Using Knowledge Graph and Multiomics Integrated Graph Neural NetworkIEEE TCBB
42. KU·인간-AI 상호작용

    Christian WallravenCognitive Systems Lab

    관련도관련 논문 2편비중 7%
    • 2026Establishing the robustness metric as a scalable proxy for clinical relevance in medical AI explainabilityMedical Image Analysis
    • 2024Single-View, Video-Based Diagnosis of Parkinson’s Disease via Margin of Stability Gait AnalysisInternational Conference on Pattern Recognition and Artificial Intelligence
43. SNU·자연어처리·LLM

    도재영AIDAS Lab

    관련도관련 논문 2편비중 6%
    • 2026Medic-AD: Towards Medical Vision-Language Model's Clinical IntelligenceCVPR
    • 2024AscleAI: A LLM-based clinical note management system for enhancing clinician productivityCHI
44. SNU·로보틱스

    조규진Biorobotics Lab

    관련도관련 논문 2편비중 6%
    • 2026Exhalation-Synchronous Robotic Abdominal Compression for User-Centered Respiratory Assistance and Training in Neurological PatientsJournal of NeuroEngineering and Rehabilitation
    • 2024Soft Robotics in Upper Limb Neurorehabilitation and Assistance: Current Clinical Evidence and RecommendationsSoft Robotics
45. SNU·자연어처리·LLM

    조요한

    관련도관련 논문 2편비중 4%
    • 2026Think Like a Doctor: Conversational Diagnosis through the Exploration of Diagnostic Knowledge GraphsTACL
    • 2024Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical NotesACL Findings
46. Yonsei·자연어처리·LLM

    이동하DLI Lab

    관련도관련 논문 2편비중 3%
    • 2026BESPOKE: Benchmark for Search-Augmented Large Language Model Personalization via Diagnostic FeedbackICML
    • 2024Large Language Models are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated RationalesAAAI
47. KAIST·머신러닝

    이주호SIML Lab

    관련도관련 논문 2편비중 3%
    • 2026ASCG: adaptive spatial classifier guidance for surgical concept suppression in diffusion modelsCVPR
    • 2024Learning dynamic brain connectome with graph transformers for psychiatric diagnosis classificationISBI
48. SNU·컴퓨터 비전

    곽노준MIPAL Lab

    관련도관련 논문 2편비중 2%
    • 2026Team MKC at CLPsych 2026: Capturing and Characterizing Mental Health Changes through Social Media Timeline DynamicsACL
    • 2024Team MIPAL at MEDIQA-M3G 2024: Large VQA Models for Dermatological DiagnosisNAACL
49. POSTECH·음성·오디오

    서영주AIoT Lab

    관련도관련 논문 2편비중 6%
    • 2025Domain Generalized Open-Set Fault Detection and Diagnosis for Belt Conveyor Systems with Prototype LearningIEEE Access
    • 2025Deep Learning-based Failure Detection for Safety Diagnostics of Hydrogen Storage VesselsSMART
50. KAIST·데이터 마이닝

    박찬영DSAIL

    관련도관련 논문 2편비중 2%
    • 2026A Behavioral Trait Leaks into Preferences: Diagnosing Trait Interference in LLM User SimulatorsCIKM
    • 2023Heterogeneous Graph Learning for Multi-modal Medical Data AnalysisAAAI
51. SNU·AI 시스템

    이창건RUBIS Lab

    관련도관련 논문 2편비중 13%
    • 2025MHcanvas: Interactive Visualization of Passive Behavioral Data for Mental Health AwarenessIAICT
    • 2024AI-based Mental Health Assessment for Adolescents Using Their Daily Digital ActivitiesDSAA
52. SNU·인간-AI 상호작용2026 업데이트 중

    이준환HCI+D Lab

    관련도관련 논문 2편비중 7%
    • 2025Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees’ Dialogue to Facilitate Nurse Communication TrainingACL Findings
    • 2024Multifaceted Natural Language Processing Task–Based Evaluation of Bidirectional Encoder Representations From Transformers Models for Bilingual (Korean and English) Clinical Notes: Algorithm Development and ValidationJMIR Medical Informatics
53. SNU·AI for Science

    차지욱Connectome Lab

    관련도관련 논문 2편비중 6%
    • 2025Computed Tomography-Based Radiomics Diagnostic Model for Fat-Poor Small Renal Tumor SubtypesDiagnostics
    • 2023Resting‐state theta‐phase gamma amplitude coupling as a biomarker for the transdiagnostic dimensional approach in psychiatric disordersPsychiatry and Clinical Neurosciences
54. KAIST·컴퓨터 비전

    주재걸DAVIAN Lab

    관련도관련 논문 2편비중 1%
    • 2025Machine Learning-based Classification of Adrenal Tumors Using Clinical, Hormonal, and Body Composition DataEuropean Journal of Endocrinology
    • 2023Training Auxiliary Prototypical Classifiers for Explainable Anomaly Detection in Medical Image SegmentationWACV
55. SNU·AI 시스템

    김형신AIoT Lab

    관련도관련 논문 1편비중 3%
    • 2026ColonOOD: A Complete Pipeline for Optical Diagnosis of Colorectal Polyps Integrating Out-of-Distribution Detection and Uncertainty QuantificationExpert Systems with Applications
56. SNU·데이터 마이닝

    박현우DIAL Lab

    관련도관련 논문 1편비중 3%
    • 2026Diagnosing Failure Modes in MCP Tool-Using Agents: A Stage-Aware Taxonomy and Evidence-Gap InterventionsICML
57. SNU·머신러닝

    이상학Causality Lab

    관련도관련 논문 1편비중 3%
    • 2026Event-Time Regression Discontinuity for Biomedical Data: LATT Estimation and Covariate Distribution TestsAmerican Journal of Epidemiology
58. Yonsei·머신러닝

    노승문AI-ISL

    관련도관련 논문 1편비중 3%
    • 2026VLMs Trace Without Tracking: Diagnosing Failures in Visual Path FollowingNeurIPS
59. SNU·데이터 마이닝

    강유Data Mining Lab

    관련도관련 논문 1편비중 2%
    • 2026Learning Diagnostic Clarifying Questions for Conversational Question Answering via Data-Efficient Dynamic DistillationEMNLP
60. SNU·머신러닝

    문태섭M.IN.D Lab

    관련도관련 논문 1편비중 2%
    • 2026Uncovering group robustness issue in early diagnosis of MCI to AD conversion and a simple solution: Decoupled classifier with adaptive linear modulationBiomedical Signal Processing and Control

+13

2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.