관련 연구실
등급은 학회·저널 분류이며 연구실 순위가 아닙니다.
- SNU자연어처리·LLM
유영재PI Lab
관련 논문 19편비중 20%연구 분야에 명시- 2026Do Language Models Associate Sound with Meaning? A Multimodal Study of Sound Symbolism AAAI
- 2026Do MLLMs Capture How Interfaces Guide User Behavior? A Benchmark for Multimodal UI/UX Design Understanding ACL
- 2026Explain with Visual Keypoints Like a Real Mentor! A Benchmark for Multimodal Solution Explanation AAAI
- KAIST음성·오디오
정준선Multimodal AI Lab
관련 논문 15편비중 16%연구 분야에 명시- 2026DiFlowDubber: Discrete Flow Matching for Automated Video Dubbing via Cross-Modal Alignment and Synchronization CVPR
- 2026FastAV: Efficient Token Pruning for Audio-Visual Large Language Model Inference ICASSP
- 2026How Far Can We Go With Synthetic Data for Audio-Visual Sound Source Localization? CVPR
- KAIST컴퓨터 비전
오태현AMI Lab
관련 논문 15편비중 15%연구 분야에 명시- 2026CLIP-Actor-X: Text-driven 4D Human Avatar Generation via Cross-modal Synthesis-through-Optimization TPAMI
- 2026Hear, Localize, and Reason: Spatially Aware Scene Understanding for Audio-visual LLMs NeurIPS
- 2026How Far Can We Go With Synthetic Data for Audio-Visual Sound Source Localization? CVPR
- KAIST컴퓨터 비전
노용만IVY Lab
관련 논문 15편비중 20%연구 분야에 명시- 2026Emotion-Coherent Reasoning for Multimodal LLMs via Emotional Rationale Verifier AAAI
- 2026From Coordinates to Candidate Regions: Temporal Change Localization via Region Selection in Remote Sensing Multimodal LLMs EMNLP
- 2026MAD: Modality-Adaptive Decoding for Mitigating Cross-Modal Hallucinations in Multimodal Large Language Models CVPR
- SNU컴퓨터 비전
김건희Vision & Learning Lab
관련 논문 11편비중 20%연구 분야에 명시- 2026MAVIS: A Benchmark for Multimodal Source Attribution in Long-form Visual Question Answering AAAI
- 2026MULTI3IR: A Benchmark for Multi-perspective Multi-domain Multi-modal Information Retrieval EMNLP
- 2026SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning ECCV
- KU인간-AI 상호작용
서승호HUI
관련 논문 7편비중 11%연구 분야에 명시- 2026Interpretable Multimodal Gesture Recognition for Drone and Mobile Robot Teleoperation via Log-Likelihood Ratio Fusion ICRA
- 2026OpenMarcie: Dataset for Multimodal Action Recognition in Industrial Environments CVPR
- 2026Multimodal Wearable Sensor-Based Gesture Recognition for Reliable Robot Control in Hazardous Industrial Environments ICEIC
- SNU컴퓨터 비전
최종현MPR Lab
관련 논문 6편비중 14%연구 분야에 명시- 2026Co-LoRA: Collaborative Model Personalization on Heterogeneous Multi-Modal Clients ICLR
- 2026Risk-adaptive Activation Steering for Safe Multimodal Large Language Models ECCV
- 2026Visual Grounding First, Multimodal In-context Learning Follows NeurIPS
- KAIST음성·오디오
남주한MAC Lab
관련 논문 9편비중 10%- 2026SKY Piano: A Multimodal Piano Performance Dataset ISMIR
- 2026Multimodal Video-to-Music Recommendation via Semantic Retrieval and Temporal Reranking ICML
- 2025PianoBind: A Multi-modal Joint Embedding Model for Pop-piano Music ISMIR
- KAIST머신러닝
윤세영OSI Lab
관련 논문 8편비중 6%- 2026Two Heads Are Better Than One: Audio-Visual Speech Error Correction with Dual Hypotheses ACL Findings
- 2026UniSAFE: A Comprehensive Benchmark for Safety Evaluation of Unified Multimodal Models NeurIPS
- 2025Flex-Judge: Text-Only Reasoning Unleashes Zero-Shot Multimodal Evaluators NeurIPS
- KU머신러닝
이성환PRML Lab
관련 논문 7편비중 4%- 2026ImmersiveTTS: Environment-Aware Text-to-Speech with Multimodal Diffusion Transformer and Domain-Specific Representation Alignment ACL
- 2026From Generator to Embedder: Harnessing Innate Abilities of Multimodal LLMs via Building Zero-Shot Discriminative Embedding Model IEEE TMM
- 2025EEG-Translator: A Cross-Modality Framework for Subject-Specific EEG and Voice Reconstruction from Imagined Speech EMBC
- KAIST컴퓨터 비전
윤국진VI Lab
관련 논문 7편비중 6%- 2026DSERT-RoLL: Robust Multi-Modal Perception for Diverse Driving Conditions with Stereo Event-RGB-Thermal Cameras, 4D Radar, and Dual-LiDAR CVPR
- 2026Multimodal Distribution Matching for Vision-Language Dataset Distillation CVPR
- 2026Reuse Before You Retrieve: Diagnosing Headroom and Complementarity for Test-Time Augmentation of Embodied Multimodal Policies ECCV
- POSTECH컴퓨터 비전
곽수하, 조민수, 손진희CV Lab
관련 논문 4편비중 3%연구 분야에 명시- 2026Latent Reasoning in Continuous Space for Unified Multimodal Models NeurIPS
- 2026Vision-aligned Latent Reasoning for Multi-Modal Large Language Model ICML
- 2025GENIUS: A Generative Framework for Universal Multimodal Search CVPR
- KUAI for Science
감태의Medical AI Lab
관련 논문 6편비중 8%- 2026crossMoDA challenge: Evolution of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation from 2021 to 2023 Medical Image Analysis
- 2026Retrieval-based Mixture-of-Experts for Patient-Specific Cancer Survival Prediction with Incomplete Multimodal Data MICCAI
- 2025Multimodal Integration of MRI and Genetic Information for Glioblastoma Survival Prediction IEEE SMC
- POSTECH데이터 마이닝
한욱신Data Systems Lab
관련 논문 3편비중 11%연구 분야에 명시- 2026FAILURE IS FEEDBACK: History-Aware Backtracking for Agentic Traversal in Multimodal Graphs ICML
- 2025LILaC: Late Interacting in Layered Component Graph for Open-domain Multimodal Multihop Retrieval EMNLP
- 2025MAD: Multimodal Framework for Adaptive Time-Series Anomaly Detection IEEE BigData
- SNU머신러닝
윤성로AI Lab
관련 논문 6편비중 6%- 2026Diagnosing and Correcting Concept Omission in Multimodal Diffusion Transformers ICML
- 2026Beyond Language-Specific Neurons: The Challenge of Identifying Speech-Specific Neurons in Multimodal LLMs IEEE Journal of Selected Topics in Signal Processing
- 2025RePIC: Reinforced Post-Training for Personalizing Multi-Modal Language Models NeurIPS
- KAIST머신러닝
황성주MLAI Lab
관련 논문 5편비중 5%- 2026Agent Explorative Policy Optimization for Multimodal Agentic Reasoning NeurIPS
- 2026Multimodal Collaborative Debate for Zero-Shot Time Series Reasoning EMNLP
- 2026Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs ICLR
- KU컴퓨터 비전
김동현UTL Lab
관련 논문 3편비중 7%연구 분야에 명시- 2026KSAFE-MM: A Multimodal Safety Benchmark via Localized Contextualization for Korean Cultural Risks EMNLP Findings
- 2025MA-CIR: A Multimodal Arithmetic Benchmark for Composed Image Retrieval ICCV
- 2025Visual delta generation with large multi-modal models enhances composed image retrieval using unlabeled data Scientific Reports
- Yonsei데이터 마이닝
박상현DELAB
관련 논문 3편비중 6%연구 분야에 명시- 2026AMoE-BTS: An Adaptive Mixture of Experts for Clinical Decision Support in Multimodal Brain Tumor Segmentation ACM SAC
- 2025MDVAD: Multimodal Diffusion for Video Anomaly Detection PAKDD
- 2024TACA-RNet: Tri-Axis Based Context-Aware Reverse Network for Multimodal Brain Tumor Segmentation Electronics
- KU자연어처리·LLM
임희석NLP&AI Lab
관련 논문 4편비중 4%- 2026HiKEY: Hierarchical Multimodal Retrieval for Open-Domain Document Question Answering ACL
- 2026M3DocDep: Multi-modal, Multi-page, Multi-document Dependency Chunking with Large Vision-Language Models CVPR
- 2026MMAC: A Multilingual, Multimodal Alignment Framework for Cultural Grounding Evaluation ACL
- SNU머신러닝
이원종DRL Lab
관련 논문 2편비중 8%연구 분야에 명시- 2026Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question Answering ACL
- 2025Enhancing Retrieval-Augmented Audio Captioning with Generation-Assisted Multimodal Querying and Progressive Learning INTERSPEECH
- Yonsei데이터 마이닝
김하영MLCF Lab
관련 논문 2편비중 7%연구 분야에 명시- 2026Can Multimodal Large Language Models Extract Investment Signals from Financial Charts? Evidence from Portfolio Backtests Finance Research Letters
- 2025Hierarchical Multi-modal Fusion Architecture Search for Stock Market Forecasting Applied Soft Computing
- Yonsei컴퓨터 비전
황성재MICV Lab
관련 논문 4편비중 9%- 2026Contrastive and Adaptive Multi-modal Masked Autoencoder for Spatial Transcriptomics MICCAI
- 2026Multimodal deep learning with anatomically constrained attention for screening MRI-detectable TMJ abnormalities from panoramic images npj Digital Medicine
- 2025Mono-Modalizing Extremely Heterogeneous Multi-Modal Medical Image Registration MICCAI
- SNU머신러닝
김태섭LAAL Lab
관련 논문 2편비중 5%연구 분야에 명시- 2026Compliance, Capability, and Conflict: Benchmarking Multimodal LLMs under System Messages EMNLP Findings
- 2024Missing Modality Prediction for Unpaired Multimodal Learning via Joint Embedding of Unimodal Models ECCV
- KAIST데이터 마이닝
신기정Data Mining Lab
관련 논문 4편비중 4%- 2026Personalized Parameter-Efficient Fine-Tuning of Foundation Models for Multimodal Recommendation WWW
- 2026From Raw Features to Effective Embeddings: A Three-Stage Approach for Multimodal Recipe Recommendation SIGIR
- 2025TimeXL: Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop NeurIPS
- Yonsei컴퓨터 비전
이상훈Multi-dimensional Insight Lab
관련 논문 2편비중 4%연구 분야에 명시- 2026SeCo: Semantic-Guided Multimodal Color Splash Effects ACM Transactions on Multimedia Computing, Communications, and Applications
- 2024AVIN-Chat: An Audio-Visual Interactive Chatbot System with Emotional State Tuning IJCAI
- Yonsei머신러닝
한동준Edge AI Lab
관련 논문 4편비중 9%- 2026Communication-Efficient Multimodal Federated Learning: Joint Modality and Client Selection IEEE TMC
- 2026Device-Cloud Collaborative LLM Inference with Multi-Modal, Multi-Task, Multi-Turn Conversations IEEE/ACM ToN
- 2025Local-Cloud Inference Offloading for LLMs in Multi-Modal, Multi-Task, Multi-Dialogue Settings ACM MobiHoc
- Yonsei데이터 마이닝
장백철ANDLab
관련 논문 2편비중 5%연구 분야에 명시- 2025Enhancing Medical Cross-Modal Hashing Retrieval using Dropout-Voting Mixture-of-Experts Fusion CIKM
- 2025Classification of Fashion E-commerce Products using ResNet-BERT Multi-modal Deep Learning and Transfer Learning Optimization PLOS ONE
- KAIST머신러닝
신진우ALIN Lab
관련 논문 4편비중 3%- 2026Latent Reasoning in Continuous Space for Unified Multimodal Models NeurIPS
- 2026Vision-aligned Latent Reasoning for Multi-Modal Large Language Model ICML
- 2026Benchmarking Visual State Tracking in Multimodal Video Understanding NeurIPS
- KU컴퓨터 비전
김상필Computer Vision Lab
관련 논문 4편비중 7%- 2026Dynamic-eDiTor: Training-Free Text-Driven 4D Scene Editing with Multimodal Diffusion Transformer CVPR
- 2026M3KG-RAG: Multi-hop Multimodal Knowledge Graph-enhanced Retrieval-Augmented Generation CVPR
- 2024CMDA: Cross-Modal and Domain Adversarial Adaptation for LiDAR-based 3D Object Detection AAAI
- SNU로보틱스
최준원ADR Lab
관련 논문 4편비중 10%- 2025Layer-Wise Modality Decomposition for Interpretable Multimodal Sensor Fusion NeurIPS
- 2025RCTDistill: Cross-Modal Knowledge Distillation Framework for Radar-Camera 3D Object Detection with Temporal Fusion ICCV
- 2025Resilient Sensor Fusion under Adverse Sensor Failures via Multi-Modal Expert Fusion CVPR
- KAIST컴퓨터 비전
김승룡CV Lab
관련 논문 3편비중 3%- 2026MoAI: Aligned Novel View Image and Geometry Synthesis via Cross-modal Attention Instillation ICLR
- 2026Transferability Between Understanding and Generation in Unified Multimodal Models ECCV
- 2026VIRAL: Visual Representation Alignment for Multimodal Large Language Models ICLR
- KU컴퓨터 비전
박경문VGI Lab
관련 논문 1편비중 2%연구 분야에 명시- 2026Open Your Model's Eyes: Video and Context-Aware Multimodal Backchannel Prediction ACL
- KAIST데이터 마이닝
박찬영DSAIL
관련 논문 4편비중 4%- 2026CompoDistill: Attention Distillation for Compositional Reasoning in Multimodal LLMs ICLR
- 2026Bridging Circuit Graphs and Language: A Cross-Modal Transformer for Netlist-to-Text Alignment and Generation KDD
- 2023Density of States Prediction of Crystalline Materials via Prompt-guided Multi-Modal Transformer NeurIPS
- SNU자연어처리·LLM
도재영AIDAS Lab
관련 논문 1편비중 3%연구 분야에 명시- 2025MMPB: It’s Time for Multi-Modal Personalization NeurIPS
- SNU컴퓨터 비전
곽노준MIPAL Lab
관련 논문 4편비중 4%- 2026Toward Structural Multimodal Representations: Specialization, Selection, and Sparsification via Mixture-of-Experts ICML
- 2025What's Making That Sound Right Now? Video-centric Audio-Visual Localization ICCV
- 2024MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline EMNLP
- Yonsei컴퓨터 비전
오유진OMAEL
관련 논문 1편비중 9%연구 분야에 명시- 2024LLM-driven Multimodal Target Volume Contouring in Radiation Oncology Nature Communications
- KU머신러닝
김성웅, 임성빈AGI Lab
관련 논문 3편비중 9%- 2026FiRe: Fine-grained Multimodal Reasoning for Enhanced Image Generation NeurIPS
- 2025Mol-LLM: Multimodal Generalist Molecular LLM with Improved Graph Utilization NeurIPS
- 2024Query-based Cross-Modal Projector Bolstering Mamba Multimodal LLM EMNLP Findings
- YonseiAI 시스템
김상엽EASY Lab
관련 논문 3편비중 6%- 2025EdgeDiff: 418.4mJ/inference Multi-modal Few-step Diffusion Model Accelerator with Mixed-Precision and Reordered Group-Quantization ISSCC
- 2025EdgeDiff: Energy-Efficient Multi-Modal Few-Step Diffusion Model Accelerator Using Mixed-Precision and Reordered Group Quantization JSSC
- 2025EdgeDiff: Multi-modal Few-step Diffusion Model Accelerator with Mixed-Precision and Reordered Group-Quantization for On-device Generative AI Motivation Hot Chips
- KAIST로보틱스
금동석AXE Lab
관련 논문 3편비중 9%- 2026Reaction-Uncertainty-Aware Motion Planning for Interactive Driving via Conditional Multi-modal Motion Prediction IEEE Access
- 2024LabelDistill: Label-guided Cross-modal Knowledge Distillation for Camera-based 3D Object Detection ECCV
- 2024Multi-Modal Place Recognition via Vectorized HD Maps and Images Fusion for Autonomous Driving IEEE RA-L
- POSTECH자연어처리·LLM
이근배, 김형훈NLP Lab
관련 논문 3편비중 4%- 2025Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions ACL
- 2025MIRROR: Multimodal Cognitive Reframing Therapy for Rolling with Resistance EMNLP
- 2025Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning NAACL
- SNU자연어처리·LLM
이재윤SKI-ML Lab
관련 논문 2편비중 8%- 2026Subtraction Gets You More: Gap-Aware Retrieval for Multimodal Multi-Hop QA EMNLP
- 2026Aligning the Brain with Language Models Requires a Nonlinear and Multimodal Approach CCN Poster
- SNU인간-AI 상호작용
서봉원Human Centered Computing Lab
관련 논문 2편비중 4%- 2026Visual Interference in Speech Evaluation: Cultural Asymmetry and Cross-Modal Bias in MLLMs ACL Findings
- 2026Whose Voice, Whose Avatar? Gender Matching Bias in Multimodal AI Teammates ACL Findings
- KAIST컴퓨터 비전
주재걸DAVIAN Lab
관련 논문 2편비중 1%- 2026MM-SeR: Multimodal Self-Refinement for Lightweight Image Captioning CVPR
- 2026Learning to See What You Need: Gaze Attention for Multimodal Large Language Models COLM
- SNU데이터 마이닝
강필성DSBA Lab
연구 분야에 명시 - SNUAI for Science
이동헌BiLab
연구 분야에 명시 - SNU자연어처리·LLM
정교민MI Lab
연구 분야에 명시 - KAIST자연어처리·LLM
임경태MLP Lab
연구 분야에 명시 - POSTECH인간-AI 상호작용2026 업데이트 중
조은경Health & HCI Lab
연구 분야에 명시 - KU음성·오디오
김찬우SLPL
연구 분야에 명시 - KUAI for Science
서현석IMPEL Lab
연구 분야에 명시 - KU자연어처리·LLM
정우환Autonomous AI Lab
연구 분야에 명시 - KU머신러닝
정종헌TAIL
연구 분야에 명시 - Yonsei컴퓨터 비전
이종석MCML Group
연구 분야에 명시 - Yonsei컴퓨터 비전
전해곤Visual AI Lab
관련 논문 3편비중 7%- 2026Social Reasoning-Aware Trajectory Prediction via Multimodal Language Model TPAMI
- 2024Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction CVPR
- 2023EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory Forecasting ICCV
- KAIST컴퓨터 비전
김준모SIIT Lab
관련 논문 4편비중 5%- 2024AVCap: Leveraging Audio-Visual Features as Text Tokens for Captioning INTERSPEECH
- 2024EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning ICML
- 2024Preserving Multi-Modal Capabilities of Pre-trained VLMs for Improving Vision-Linguistic Compositionality EMNLP
- Yonsei머신러닝
송경우MLAI Lab
관련 논문 3편비중 4%- 2026CBPE: Causal-aware Blood Pressure Estimation with Multimodal Data ACM SAC
- 2024Language Model-guided Student Performance Prediction with Multimodal Auxiliary Information Expert Systems with Applications
- 2023Geodesic Multi-Modal Mixup for Robust Fine-tuning NeurIPS
- SNU인간-AI 상호작용
권가진CC Lab
관련 논문 2편비중 9%- 2026MF-EDM: Graph-based Multimodal Fusion and Emotional Dynamics Modeling for Emotion Recognition in Conversation INTERSPEECH
- 2025MERNet: Multimodal Emotion Recognition in Conversation Network via Cross-Modal Knowledge Distillation and Contrastive Learning BigComp
- KU머신러닝
이창희AIX
관련 논문 2편비중 5%- 2026FA-DeepMSM: A Few-shot Adapted Interpretable Multimodal Survival Model for Improved Prognostic Prediction in Glioblastoma Scientific Reports
- 2025Enhancing Multi-Level Cross-Modal Interaction with False Negative-Aware Contrastive Learning for Text-Video Retrieval Applied Intelligence
- KAIST컴퓨터 비전
김현우MLV Lab
관련 논문 2편비중 3%- 2026Improving Large Molecular Language Model via Relation-aware Multimodal Collaboration AAAI
- 2025Bidirectional Likelihood Estimation with Multi-Modal Large Language Models for Text-Video Retrieval ICCV
- KAISTAI for Science
최윤재
관련 논문 4편비중 6%- 2024Multimodal Transformer with a Low-Computational-Cost Guarantee ICASSP
- 2023EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images NeurIPS
- 2023Learning Missing Modal Electronic Health Records with Unified Multi-modal Data Embedding and Modality-Aware Attention MLHC
- KAIST컴퓨터 비전
윤성의SGVR Lab
관련 논문 2편비중 4%- 2026CLaD: Planning with Grounded Foresight via Cross-Modal Latent Dynamics CVPR
- 2024Extending Segment Anything Model into Auditory and Temporal Dimensions for Audio-Visual Segmentation ICIP
- SNU로보틱스
김현진LARR Lab
관련 논문 2편비중 2%- 2026Safe Multimodal Replanning via Projection-based Trajectory Clustering in Crowded Environments IEEE RA-L
- 2024Mono-Camera-Only Target Chasing for a Drone in a Dense Environment by Cross-Modal Learning IEEE RA-L
- POSTECHAI for Science
김원화, 류일우MIP Lab
관련 논문 2편비중 3%- 2026Residual-Guided Expert Specialization for Incomplete Multimodal Learning ECCV
- 2024Multi-Modal Graph Neural Network with Transformer-Guided Adaptive Diffusion for Preclinical Alzheimer Classification MICCAI
- KAIST머신러닝
김희영Engineering Data Science Lab
관련 논문 2편비중 6%- 2026Multimodal Deep Generative Model for Semi-Supervised Learning under Class Imbalance Technometrics
- 2023Prediction of Highly Imbalanced Semiconductor Chip-Level Defects in Module Tests Using Multimodal Fusion and Logit Adjustment IEEE Transactions on Semiconductor Manufacturing
- SNUAI for Science
김선BHI Lab
관련 논문 2편비중 3%- 2025MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model EMNLP Findings
- 2024ChemAP: predicting drug approval with chemical structures before clinical trial phase by leveraging multi-modal embedding space and knowledge distillation Scientific Reports
- KAIST자연어처리·LLM
서민준LK Lab
관련 논문 2편비중 3%- 2025Evaluating Multimodal Generative AI with Korean Educational Standards NAACL
- 2024Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision NAACL
- YonseiAI 시스템
박광현BDAI
관련 논문 1편비중 11%- 2026DFLOP: A Data-driven Framework for Multimodal LLM Training Pipeline Optimization SIGMOD
- Yonsei머신러닝
이종민DIL Lab
관련 논문 1편비중 7%- 2026Learning Multimodal One-step Flow Policy via Value-weighted Optimal Transport NeurIPS
- KAIST자연어처리·LLM
김현우COCO Lab
관련 논문 1편비중 5%- 2026DeltaPrompts: Escaping the Zero-Delta Trap in Multimodal Distillation NeurIPS
- Yonsei머신러닝
권태경AI Security Lab
관련 논문 1편비중 5%- 2026DAM: Dual-DPO Adversarial Multimodal Jailbreak Attacks on MLLMs via Contextual Camouflage ACSAC
- Yonsei로보틱스
이용현RoPhi Lab
관련 논문 1편비중 5%- 2026Point2Act: Efficient 3D Distillation of Multimodal LLMs for Zero-Shot Context-Aware Grasping ICRA
- KAISTAI 시스템
유민수VIA Research Group
관련 논문 1편비중 4%- 2026Exploring KV Cache Quantization in Multimodal Large Language Model Inference IEEE Computer Architecture Letters
- KU인간-AI 상호작용
Christian WallravenCognitive Systems Lab
관련 논문 1편비중 4%- 2026A multimodal analysis of eye-movement and EEG responses during short-term blue-light filtering lens wear in a reading task Visual Neuroscience
- YonseiAI 시스템
김영석HPCP Lab
관련 논문 1편비중 4%- 2026DFLOP: A Data-driven Framework for Multimodal LLM Training Pipeline Optimization SIGMOD
- Yonsei머신러닝
손지용ITML Lab
관련 논문 1편비중 4%- 2026Same Concept, Different Directions: Cross-Modal Feature Heterogeneity in Sparse Autoencoders NeurIPS
- SNUAI for Science
이종호LIST
관련 논문 1편비중 3%- 2026Strong Helps Weak: Directional Cross-Modal Alignment Transfer in Multi-modal LLM NeurIPS
- KU로보틱스
최성준Robot Intelligence Lab
관련 논문 1편비중 3%- 2026CLIP-Actor-X: Text-Driven 4D Human Avatar Generation via Cross-Modal Synthesis-Through-Optimization TPAMI
- SNU컴퓨터 비전
김영민3D Vision Lab
관련 논문 1편비중 2%- 2026Point2Act: Efficient 3D Distillation of Multimodal LLMs for Zero-Shot Context-Aware Grasping ICRA
- SNU컴퓨터 비전
조남익ISPL
관련 논문 1편비중 2%- 2026Robust Vision-Language Alignment Using Multi-Modal Large Language Models for Open-Vocabulary Semantic Segmentation IEEE Access
- KAIST컴퓨터 비전
성민혁Visual AI Group
관련 논문 1편비중 2%- 2026MUNI: Multimodal Unified Latent Diffusion for Coherent Any-to-Any Generation NeurIPS
- KAIST컴퓨터 비전
심현정CVML Lab
관련 논문 1편비중 2%- 2026Mitigating Perceptual Judgment Bias in Multimodal LLM-as-a-Judge via Perceptual Perturbation and Reward Modeling ICML
- KAIST머신러닝
안성수SPML Lab
관련 논문 1편비중 2%- 2026Multimodal Crystal Flow: Any-to-Any Modality Generation for Unified Crystal Modeling ICML
- KAISTAI for Science
예종철BISPL
관련 논문 2편비중 2%- 2024LLM-driven Multimodal Target Volume Contouring in Radiation Oncology Nature Communications
- 2024Self-supervised Multi-modal Training from Uncurated Image and Reports Enables Zero-shot Oversight Artificial Intelligence in Radiology Medical Image Analysis
- KAIST머신러닝
오성준STAI Lab
관련 논문 1편비중 2%- 2026CLIP Behaves like a Bag-of-Words Model Cross-modally but not Uni-modally ICLR
- KAIST머신러닝
최재식SAIL Lab
관련 논문 1편비중 2%- 2026K-MetBench: A Multi-Dimensional Benchmark for Fine-Grained Evaluation of Expert Reasoning, Locality, and Multimodality in Meteorology ACL Findings
- Yonsei자연어처리·LLM
이동하DLI Lab
관련 논문 1편비중 2%- 2026On the Effectiveness of Integration Methods for Multimodal Dialogue Response Retrieval ICMR
- SNU음성·오디오
이교구MARG
관련 논문 1편비중 1%- 2026Cross-Modal Bottleneck Fusion for Noise Robust Audio-Visual Speech Recognition ICASSP
- SNU컴퓨터 비전
전세영ICL
관련 논문 1편비중 1%- 2026Strong Helps Weak: Directional Cross-Modal Alignment Transfer in Multi-modal LLMs NeurIPS
- SNU자연어처리·LLM
황승원LDI Lab
관련 논문 1편비중 1%- 2026Inference-Free Multimodal Learned Sparse Retrieval for Production-Scale Visual Document Search CIKM
- KAIST머신러닝
이주호SIML Lab
관련 논문 1편비중 1%- 2026Context-aware generative imputation for robust multimodal learning in missing modality scenarios NeurIPS
- KAIST머신러닝
이기민
관련 논문 2편비중 4%- 2024By My Eyes: Grounding Multimodal Large Language Models with Sensor Data via Visual Prompting EMNLP
- 2023Guide Your Agent with Adaptive Multimodal Rewards NeurIPS
- KAIST머신러닝
정혜원IIDS Lab
관련 논문 1편비중 4%- 2025CovMatch: Cross-Covariance Guided Multimodal Dataset Distillation with Trainable Text Encoder NeurIPS
- KAIST데이터 마이닝
황의종Data Intelligence Lab
관련 논문 1편비중 4%- 2025MIDAS: Misalignment-based Data Augmentation Strategy for Imbalanced Multimodal Learning NeurIPS
- KAIST데이터 마이닝
황지영Big Data Intelligence Lab
관련 논문 1편비중 5%- 2025Unifying Inductive, Cross-Domain, and Multimodal Learning for Robust and Generalizable Recommendation CIKM
- SNU로보틱스
김아영RPM Lab
관련 논문 1편비중 3%- 2025SHeRLoc: Synchronized Heterogeneous Radar Place Recognition for Cross-Modal Localization IEEE RA-L
- SNUAI 시스템
김형신AIoT Lab
관련 논문 1편비중 3%- 2025Explainable Vision Transformer for Automatic Visual Sleep Staging on Multimodal PSG Signals npj Digital Medicine
- SNU머신러닝
문태섭M.IN.D Lab
관련 논문 1편비중 2%- 2025MA-CIR: A Multimodal Arithmetic Benchmark for Composed Image Retrieval ICCV
- SNUAI 시스템
이영기HCS Lab
관련 논문 1편비중 3%- 2025VoiceSeeker: Energy-Efficient and Accurate Audio-Visual Speaker Separation on Mobile Devices IEEE Pervasive Computing
- SNUAI for Science
차지욱Connectome Lab
관련 논문 1편비중 3%- 2025Identifying Neurobehavioral Biomarkers of Anxiety and Treatment Response Using Virtual Reality, Electroencephalography, Magnetic Resonance Imaging, and Related Multimodal Assessments: A Longitudinal Study Protocol Journal of Clinical Medicine
- KAIST컴퓨터 비전
홍승훈Vision and Learning Lab
관련 논문 1편비중 3%- 20253D Denoisers are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal Distillation AAAI
- SNU컴퓨터 비전
박재식Visual & Geometric Intelligence Lab
관련 논문 1편비중 2%- 2025Exploring Multimodal Diffusion Transformers for Enhanced Prompt-based Image Editing ICCV
- SNU인간-AI 상호작용
서진욱Human-Computer Interaction Lab
관련 논문 1편비중 2%- 2025Leveraging Multimodal LLM for Inspirational User Interface Search CHI
- SNU머신러닝
이정우CML Lab
관련 논문 1편비중 2%- 2025Deterministic Uncertainty Estimation for Multi-modal Regression with Deep Neural Networks IEEE Access
- SNU컴퓨터 비전
이준석VIP Lab
관련 논문 1편비중 2%- 2025Mixture of Conditional Attention for Multimodal Fusion in Sequential Recommendation PAKDD
- KAIST머신러닝
양은호MLI Lab
관련 논문 1편비중 1%- 2025Playing the Fool: Jailbreaking LLMs and Multimodal LLMs with Out-of-Distribution Strategy CVPR
- KAIST자연어처리·LLM
오혜연U&I Lab
관련 논문 1편비중 1%- 2025When Tom Eats Kimchi: Evaluating Cultural Bias of Multimodal Large Language Models in Cultural Mixture Contexts NAACL
- Yonsei자연어처리·LLM
여진영Language & AGI Lab
관련 논문 1편비중 2%- 2025Predicting Branch Retinal Vein Occlusion Development using Multimodal Deep Learning and Pre-onset Fundus Hemisection Images Scientific Reports
- SNU로보틱스
이영운Scalable Robot Learning Lab
관련 논문 1편비중 6%- 2024The Power of the Senses: Generalizable Manipulation from Vision and Touch through Masked Multimodal Learning IROS
- SNU머신러닝2026 업데이트 중
강명주NCIA Lab
관련 논문 1편비중 3%- 2024FLEUR: An Explainable Reference-Free Evaluation Metric for Image Captioning Using a Large Multimodal Model ACL
- KAIST머신러닝
문일철AAI Lab
관련 논문 1편비중 3%- 2024DPO-Finetuned Large Multi-Modal Planner with Retrieval-Augmented Generation ICML
- POSTECH머신러닝
이재호EffL Lab
관련 논문 1편비중 3%- 2024SCANNER: Knowledge-Enhanced Approach for Robust Multi-modal Named Entity Recognition of Unseen Entities NAACL
- SNU머신러닝
장병탁BI Lab
관련 논문 1편비중 1%- 2023Instruction-Tuned Self-Questioning Framework for Multimodal Reasoning ICCV
- Yonsei데이터 마이닝
이경호ICL
관련 논문 1편비중 4%- 2023Cross-Modal Contrastive Learning for Aspect-based Recommendation Information Fusion
- Yonsei자연어처리·LLM
한요섭TOC Lab
관련 논문 1편비중 2%- 2023An Empirical Study on Multimodal Activity Clustering of Android Applications IEEE Access
- SNU컴퓨터 비전
이경무, 한보형CV Lab
관련 논문 1편비중 1%- 2023Multi-Modal Representation Learning with Text-Driven Soft Masks CVPR