주제로 연구실 찾기

1. SNU·자연어처리·LLM

   유영재PI Lab

   관련도관련 논문 19편비중 20%연구 분야에 명시
   • 2026Do Language Models Associate Sound with Meaning? A Multimodal Study of Sound SymbolismAAAI
   • 2026Do MLLMs Capture How Interfaces Guide User Behavior? A Benchmark for Multimodal UI/UX Design UnderstandingACL
   • 2026Explain with Visual Keypoints Like a Real Mentor! A Benchmark for Multimodal Solution ExplanationAAAI
2. KAIST·음성·오디오

   정준선Multimodal AI Lab

   관련도관련 논문 15편비중 16%연구 분야에 명시
   • 2026DiFlowDubber: Discrete Flow Matching for Automated Video Dubbing via Cross-Modal Alignment and SynchronizationCVPR
   • 2026FastAV: Efficient Token Pruning for Audio-Visual Large Language Model InferenceICASSP
   • 2026How Far Can We Go With Synthetic Data for Audio-Visual Sound Source Localization?CVPR
3. KAIST·컴퓨터 비전

   오태현AMI Lab

   관련도관련 논문 15편비중 15%연구 분야에 명시
   • 2026CLIP-Actor-X: Text-driven 4D Human Avatar Generation via Cross-modal Synthesis-through-OptimizationTPAMI
   • 2026Hear, Localize, and Reason: Spatially Aware Scene Understanding for Audio-visual LLMsNeurIPS
   • 2026How Far Can We Go With Synthetic Data for Audio-Visual Sound Source Localization?CVPR
4. KAIST·컴퓨터 비전

   노용만IVY Lab

   관련도관련 논문 15편비중 20%연구 분야에 명시
   • 2026Emotion-Coherent Reasoning for Multimodal LLMs via Emotional Rationale VerifierAAAI
   • 2026From Coordinates to Candidate Regions: Temporal Change Localization via Region Selection in Remote Sensing Multimodal LLMsEMNLP
   • 2026MAD: Modality-Adaptive Decoding for Mitigating Cross-Modal Hallucinations in Multimodal Large Language ModelsCVPR
5. SNU·컴퓨터 비전

   김건희Vision & Learning Lab

   관련도관련 논문 11편비중 20%연구 분야에 명시
   • 2026MAVIS: A Benchmark for Multimodal Source Attribution in Long-form Visual Question AnsweringAAAI
   • 2026MULTI3IR: A Benchmark for Multi-perspective Multi-domain Multi-modal Information RetrievalEMNLP
   • 2026SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction TuningECCV
6. KU·인간-AI 상호작용

   서승호HUI

   관련도관련 논문 7편비중 11%연구 분야에 명시
   • 2026Interpretable Multimodal Gesture Recognition for Drone and Mobile Robot Teleoperation via Log-Likelihood Ratio FusionICRA
   • 2026OpenMarcie: Dataset for Multimodal Action Recognition in Industrial EnvironmentsCVPR
   • 2026Multimodal Wearable Sensor-Based Gesture Recognition for Reliable Robot Control in Hazardous Industrial EnvironmentsICEIC
7. SNU·컴퓨터 비전

   최종현MPR Lab

   관련도관련 논문 6편비중 14%연구 분야에 명시
   • 2026Co-LoRA: Collaborative Model Personalization on Heterogeneous Multi-Modal ClientsICLR
   • 2026Risk-adaptive Activation Steering for Safe Multimodal Large Language ModelsECCV
   • 2026Visual Grounding First, Multimodal In-context Learning FollowsNeurIPS
8. KAIST·음성·오디오

   남주한MAC Lab

   관련도관련 논문 9편비중 10%
   • 2026SKY Piano: A Multimodal Piano Performance DatasetISMIR
   • 2026Multimodal Video-to-Music Recommendation via Semantic Retrieval and Temporal RerankingICML
   • 2025PianoBind: A Multi-modal Joint Embedding Model for Pop-piano MusicISMIR
9. KAIST·머신러닝

   윤세영OSI Lab

   관련도관련 논문 8편비중 6%
   • 2026Two Heads Are Better Than One: Audio-Visual Speech Error Correction with Dual HypothesesACL Findings
   • 2026UniSAFE: A Comprehensive Benchmark for Safety Evaluation of Unified Multimodal ModelsNeurIPS
   • 2025Flex-Judge: Text-Only Reasoning Unleashes Zero-Shot Multimodal EvaluatorsNeurIPS
10. KU·머신러닝

    이성환PRML Lab

    관련도관련 논문 7편비중 4%
    • 2026ImmersiveTTS: Environment-Aware Text-to-Speech with Multimodal Diffusion Transformer and Domain-Specific Representation AlignmentACL
    • 2026From Generator to Embedder: Harnessing Innate Abilities of Multimodal LLMs via Building Zero-Shot Discriminative Embedding ModelIEEE TMM
    • 2025EEG-Translator: A Cross-Modality Framework for Subject-Specific EEG and Voice Reconstruction from Imagined SpeechEMBC
11. KAIST·컴퓨터 비전

    윤국진VI Lab

    관련도관련 논문 7편비중 6%
    • 2026DSERT-RoLL: Robust Multi-Modal Perception for Diverse Driving Conditions with Stereo Event-RGB-Thermal Cameras, 4D Radar, and Dual-LiDARCVPR
    • 2026Multimodal Distribution Matching for Vision-Language Dataset DistillationCVPR
    • 2026Reuse Before You Retrieve: Diagnosing Headroom and Complementarity for Test-Time Augmentation of Embodied Multimodal PoliciesECCV
12. POSTECH·컴퓨터 비전

    곽수하, 조민수, 손진희CV Lab

    관련도관련 논문 4편비중 3%연구 분야에 명시
    • 2026Latent Reasoning in Continuous Space for Unified Multimodal ModelsNeurIPS
    • 2026Vision-aligned Latent Reasoning for Multi-Modal Large Language ModelICML
    • 2025GENIUS: A Generative Framework for Universal Multimodal SearchCVPR
13. KU·AI for Science

    감태의Medical AI Lab

    관련도관련 논문 6편비중 8%
    • 2026crossMoDA challenge: Evolution of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation from 2021 to 2023Medical Image Analysis
    • 2026Retrieval-based Mixture-of-Experts for Patient-Specific Cancer Survival Prediction with Incomplete Multimodal DataMICCAI
    • 2025Multimodal Integration of MRI and Genetic Information for Glioblastoma Survival PredictionIEEE SMC
14. POSTECH·데이터 마이닝

    한욱신Data Systems Lab

    관련도관련 논문 3편비중 11%연구 분야에 명시
    • 2026FAILURE IS FEEDBACK: History-Aware Backtracking for Agentic Traversal in Multimodal GraphsICML
    • 2025LILaC: Late Interacting in Layered Component Graph for Open-domain Multimodal Multihop RetrievalEMNLP
    • 2025MAD: Multimodal Framework for Adaptive Time-Series Anomaly DetectionIEEE BigData
15. SNU·머신러닝

    윤성로AI Lab

    관련도관련 논문 6편비중 6%
    • 2026Diagnosing and Correcting Concept Omission in Multimodal Diffusion TransformersICML
    • 2026Beyond Language-Specific Neurons: The Challenge of Identifying Speech-Specific Neurons in Multimodal LLMsIEEE Journal of Selected Topics in Signal Processing
    • 2025RePIC: Reinforced Post-Training for Personalizing Multi-Modal Language ModelsNeurIPS
16. KAIST·머신러닝

    황성주MLAI Lab

    관련도관련 논문 5편비중 5%
    • 2026Agent Explorative Policy Optimization for Multimodal Agentic ReasoningNeurIPS
    • 2026Multimodal Collaborative Debate for Zero-Shot Time Series ReasoningEMNLP
    • 2026Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMsICLR
17. KU·컴퓨터 비전

    김동현UTL Lab

    관련도관련 논문 3편비중 7%연구 분야에 명시
    • 2026KSAFE-MM: A Multimodal Safety Benchmark via Localized Contextualization for Korean Cultural RisksEMNLP Findings
    • 2025MA-CIR: A Multimodal Arithmetic Benchmark for Composed Image RetrievalICCV
    • 2025Visual delta generation with large multi-modal models enhances composed image retrieval using unlabeled dataScientific Reports
18. Yonsei·데이터 마이닝

    박상현DELAB

    관련도관련 논문 3편비중 6%연구 분야에 명시
    • 2026AMoE-BTS: An Adaptive Mixture of Experts for Clinical Decision Support in Multimodal Brain Tumor SegmentationACM SAC
    • 2025MDVAD: Multimodal Diffusion for Video Anomaly DetectionPAKDD
    • 2024TACA-RNet: Tri-Axis Based Context-Aware Reverse Network for Multimodal Brain Tumor SegmentationElectronics
19. KU·자연어처리·LLM

    임희석NLP&AI Lab

    관련도관련 논문 4편비중 4%
    • 2026HiKEY: Hierarchical Multimodal Retrieval for Open-Domain Document Question AnsweringACL
    • 2026M3DocDep: Multi-modal, Multi-page, Multi-document Dependency Chunking with Large Vision-Language ModelsCVPR
    • 2026MMAC: A Multilingual, Multimodal Alignment Framework for Cultural Grounding EvaluationACL
20. SNU·머신러닝

    이원종DRL Lab

    관련도관련 논문 2편비중 8%연구 분야에 명시
    • 2026Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question AnsweringACL
    • 2025Enhancing Retrieval-Augmented Audio Captioning with Generation-Assisted Multimodal Querying and Progressive LearningINTERSPEECH
21. Yonsei·데이터 마이닝

    김하영MLCF Lab

    관련도관련 논문 2편비중 7%연구 분야에 명시
    • 2026Can Multimodal Large Language Models Extract Investment Signals from Financial Charts? Evidence from Portfolio BacktestsFinance Research Letters
    • 2025Hierarchical Multi-modal Fusion Architecture Search for Stock Market ForecastingApplied Soft Computing
22. Yonsei·컴퓨터 비전

    황성재MICV Lab

    관련도관련 논문 4편비중 9%
    • 2026Contrastive and Adaptive Multi-modal Masked Autoencoder for Spatial TranscriptomicsMICCAI
    • 2026Multimodal deep learning with anatomically constrained attention for screening MRI-detectable TMJ abnormalities from panoramic imagesnpj Digital Medicine
    • 2025Mono-Modalizing Extremely Heterogeneous Multi-Modal Medical Image RegistrationMICCAI
23. SNU·머신러닝

    김태섭LAAL Lab

    관련도관련 논문 2편비중 5%연구 분야에 명시
    • 2026Compliance, Capability, and Conflict: Benchmarking Multimodal LLMs under System MessagesEMNLP Findings
    • 2024Missing Modality Prediction for Unpaired Multimodal Learning via Joint Embedding of Unimodal ModelsECCV
24. KAIST·데이터 마이닝

    신기정Data Mining Lab

    관련도관련 논문 4편비중 4%
    • 2026Personalized Parameter-Efficient Fine-Tuning of Foundation Models for Multimodal RecommendationWWW
    • 2026From Raw Features to Effective Embeddings: A Three-Stage Approach for Multimodal Recipe RecommendationSIGIR
    • 2025TimeXL: Explainable Multi-modal Time Series Prediction with LLM-in-the-LoopNeurIPS
25. Yonsei·컴퓨터 비전

    이상훈Multi-dimensional Insight Lab

    관련도관련 논문 2편비중 4%연구 분야에 명시
    • 2026SeCo: Semantic-Guided Multimodal Color Splash EffectsACM Transactions on Multimedia Computing, Communications, and Applications
    • 2024AVIN-Chat: An Audio-Visual Interactive Chatbot System with Emotional State TuningIJCAI
26. Yonsei·머신러닝

    한동준Edge AI Lab

    관련도관련 논문 4편비중 9%
    • 2026Communication-Efficient Multimodal Federated Learning: Joint Modality and Client SelectionIEEE TMC
    • 2026Device-Cloud Collaborative LLM Inference with Multi-Modal, Multi-Task, Multi-Turn ConversationsIEEE/ACM ToN
    • 2025Local-Cloud Inference Offloading for LLMs in Multi-Modal, Multi-Task, Multi-Dialogue SettingsACM MobiHoc
27. Yonsei·데이터 마이닝

    장백철ANDLab

    관련도관련 논문 2편비중 5%연구 분야에 명시
    • 2025Enhancing Medical Cross-Modal Hashing Retrieval using Dropout-Voting Mixture-of-Experts FusionCIKM
    • 2025Classification of Fashion E-commerce Products using ResNet-BERT Multi-modal Deep Learning and Transfer Learning OptimizationPLOS ONE
28. KAIST·머신러닝

    신진우ALIN Lab

    관련도관련 논문 4편비중 3%
    • 2026Latent Reasoning in Continuous Space for Unified Multimodal ModelsNeurIPS
    • 2026Vision-aligned Latent Reasoning for Multi-Modal Large Language ModelICML
    • 2026Benchmarking Visual State Tracking in Multimodal Video UnderstandingNeurIPS
29. KU·컴퓨터 비전

    김상필Computer Vision Lab

    관련도관련 논문 4편비중 7%
    • 2026Dynamic-eDiTor: Training-Free Text-Driven 4D Scene Editing with Multimodal Diffusion TransformerCVPR
    • 2026M3KG-RAG: Multi-hop Multimodal Knowledge Graph-enhanced Retrieval-Augmented GenerationCVPR
    • 2024CMDA: Cross-Modal and Domain Adversarial Adaptation for LiDAR-based 3D Object DetectionAAAI
30. SNU·로보틱스

    최준원ADR Lab

    관련도관련 논문 4편비중 10%
    • 2025Layer-Wise Modality Decomposition for Interpretable Multimodal Sensor FusionNeurIPS
    • 2025RCTDistill: Cross-Modal Knowledge Distillation Framework for Radar-Camera 3D Object Detection with Temporal FusionICCV
    • 2025Resilient Sensor Fusion under Adverse Sensor Failures via Multi-Modal Expert FusionCVPR
31. KAIST·컴퓨터 비전

    김승룡CV Lab

    관련도관련 논문 3편비중 3%
    • 2026MoAI: Aligned Novel View Image and Geometry Synthesis via Cross-modal Attention InstillationICLR
    • 2026Transferability Between Understanding and Generation in Unified Multimodal ModelsECCV
    • 2026VIRAL: Visual Representation Alignment for Multimodal Large Language ModelsICLR
32. KU·컴퓨터 비전

    박경문VGI Lab

    관련도관련 논문 1편비중 2%연구 분야에 명시
    • 2026Open Your Model's Eyes: Video and Context-Aware Multimodal Backchannel PredictionACL
33. KAIST·데이터 마이닝

    박찬영DSAIL

    관련도관련 논문 4편비중 4%
    • 2026CompoDistill: Attention Distillation for Compositional Reasoning in Multimodal LLMsICLR
    • 2026Bridging Circuit Graphs and Language: A Cross-Modal Transformer for Netlist-to-Text Alignment and GenerationKDD
    • 2023Density of States Prediction of Crystalline Materials via Prompt-guided Multi-Modal TransformerNeurIPS
34. SNU·자연어처리·LLM

    도재영AIDAS Lab

    관련도관련 논문 1편비중 3%연구 분야에 명시
    • 2025MMPB: It’s Time for Multi-Modal PersonalizationNeurIPS
35. SNU·컴퓨터 비전

    곽노준MIPAL Lab

    관련도관련 논문 4편비중 4%
    • 2026Toward Structural Multimodal Representations: Specialization, Selection, and Sparsification via Mixture-of-ExpertsICML
    • 2025What's Making That Sound Right Now? Video-centric Audio-Visual LocalizationICCV
    • 2024MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank PipelineEMNLP
36. Yonsei·컴퓨터 비전

    오유진OMAEL

    관련도관련 논문 1편비중 9%연구 분야에 명시
    • 2024LLM-driven Multimodal Target Volume Contouring in Radiation OncologyNature Communications
37. KU·머신러닝

    김성웅, 임성빈AGI Lab

    관련도관련 논문 3편비중 9%
    • 2026FiRe: Fine-grained Multimodal Reasoning for Enhanced Image GenerationNeurIPS
    • 2025Mol-LLM: Multimodal Generalist Molecular LLM with Improved Graph UtilizationNeurIPS
    • 2024Query-based Cross-Modal Projector Bolstering Mamba Multimodal LLMEMNLP Findings
38. 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
39. KAIST·로보틱스

    금동석AXE Lab

    관련도관련 논문 3편비중 9%
    • 2026Reaction-Uncertainty-Aware Motion Planning for Interactive Driving via Conditional Multi-modal Motion PredictionIEEE Access
    • 2024LabelDistill: Label-guided Cross-modal Knowledge Distillation for Camera-based 3D Object DetectionECCV
    • 2024Multi-Modal Place Recognition via Vectorized HD Maps and Images Fusion for Autonomous DrivingIEEE RA-L
40. POSTECH·자연어처리·LLM

    이근배, 김형훈NLP Lab

    관련도관련 논문 3편비중 4%
    • 2025Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic InteractionsACL
    • 2025MIRROR: Multimodal Cognitive Reframing Therapy for Rolling with ResistanceEMNLP
    • 2025Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic ReasoningNAACL
41. SNU·자연어처리·LLM

    이재윤SKI-ML Lab

    관련도관련 논문 2편비중 8%
    • 2026Subtraction Gets You More: Gap-Aware Retrieval for Multimodal Multi-Hop QAEMNLP
    • 2026Aligning the Brain with Language Models Requires a Nonlinear and Multimodal ApproachCCN Poster
42. SNU·인간-AI 상호작용

    서봉원Human Centered Computing Lab

    관련도관련 논문 2편비중 4%
    • 2026Visual Interference in Speech Evaluation: Cultural Asymmetry and Cross-Modal Bias in MLLMsACL Findings
    • 2026Whose Voice, Whose Avatar? Gender Matching Bias in Multimodal AI TeammatesACL Findings
43. KAIST·컴퓨터 비전

    주재걸DAVIAN Lab

    관련도관련 논문 2편비중 1%
    • 2026MM-SeR: Multimodal Self-Refinement for Lightweight Image CaptioningCVPR
    • 2026Learning to See What You Need: Gaze Attention for Multimodal Large Language ModelsCOLM
44. SNU·데이터 마이닝

    강필성DSBA Lab

    관련도연구 분야에 명시
45. SNU·AI for Science

    이동헌BiLab

    관련도연구 분야에 명시
46. SNU·자연어처리·LLM

    정교민MI Lab

    관련도연구 분야에 명시
47. KAIST·자연어처리·LLM

    임경태MLP Lab

    관련도연구 분야에 명시
48. POSTECH·인간-AI 상호작용2026 업데이트 중

    조은경Health & HCI Lab

    관련도연구 분야에 명시
49. KU·음성·오디오

    김찬우SLPL

    관련도연구 분야에 명시
50. KU·AI for Science

    서현석IMPEL Lab

    관련도연구 분야에 명시
51. KU·자연어처리·LLM

    정우환Autonomous AI Lab

    관련도연구 분야에 명시
52. KU·머신러닝

    정종헌TAIL

    관련도연구 분야에 명시
53. Yonsei·컴퓨터 비전

    이종석MCML Group

    관련도연구 분야에 명시
54. Yonsei·컴퓨터 비전

    전해곤Visual AI Lab

    관련도관련 논문 3편비중 7%
    • 2026Social Reasoning-Aware Trajectory Prediction via Multimodal Language ModelTPAMI
    • 2024Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory PredictionCVPR
    • 2023EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory ForecastingICCV
55. KAIST·컴퓨터 비전

    김준모SIIT Lab

    관련도관련 논문 4편비중 5%
    • 2024AVCap: Leveraging Audio-Visual Features as Text Tokens for Captioning​​INTERSPEECH
    • 2024EquiAV: Leveraging Equivariance for Audio-Visual Contrastive LearningICML
    • 2024Preserving Multi-Modal Capabilities of Pre-trained VLMs for Improving Vision-Linguistic CompositionalityEMNLP
56. Yonsei·머신러닝

    송경우MLAI Lab

    관련도관련 논문 3편비중 4%
    • 2026CBPE: Causal-aware Blood Pressure Estimation with Multimodal DataACM SAC
    • 2024Language Model-guided Student Performance Prediction with Multimodal Auxiliary InformationExpert Systems with Applications
    • 2023Geodesic Multi-Modal Mixup for Robust Fine-tuningNeurIPS
57. SNU·인간-AI 상호작용

    권가진CC Lab

    관련도관련 논문 2편비중 9%
    • 2026MF-EDM: Graph-based Multimodal Fusion and Emotional Dynamics Modeling for Emotion Recognition in ConversationINTERSPEECH
    • 2025MERNet: Multimodal Emotion Recognition in Conversation Network via Cross-Modal Knowledge Distillation and Contrastive LearningBigComp
58. KU·머신러닝

    이창희AIX

    관련도관련 논문 2편비중 5%
    • 2026FA-DeepMSM: A Few-shot Adapted Interpretable Multimodal Survival Model for Improved Prognostic Prediction in GlioblastomaScientific Reports
    • 2025Enhancing Multi-Level Cross-Modal Interaction with False Negative-Aware Contrastive Learning for Text-Video RetrievalApplied Intelligence
59. KAIST·컴퓨터 비전

    김현우MLV Lab

    관련도관련 논문 2편비중 3%
    • 2026Improving Large Molecular Language Model via Relation-aware Multimodal CollaborationAAAI
    • 2025Bidirectional Likelihood Estimation with Multi-Modal Large Language Models for Text-Video RetrievalICCV
60. KAIST·AI for Science

    최윤재

    관련도관련 논문 4편비중 6%
    • 2024Multimodal Transformer with a Low-Computational-Cost GuaranteeICASSP
    • 2023EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray ImagesNeurIPS
    • 2023Learning Missing Modal Electronic Health Records with Unified Multi-modal Data Embedding and Modality-Aware AttentionMLHC

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2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.