주제로 연구실 찾기

1. SNU·AI for Science

   정유성MICC Lab

   관련도관련 논문 32편비중 74%연구 분야에 명시
   • 2026Generative modelling of inorganic materials with explicit electronic structureNature Communications
   • 2026Large-Scale Screening of High-Entropy Materials for Superionic Solid Electrolytesnpj Computational Materials
   • 2026Artificial Intelligence for Advanced Functional Materials: Progress and Emerging FrontiersAdvanced Intelligent Systems
2. KAIST·AI for Science

   김우연Intelligent Chemistry Lab

   관련도관련 논문 9편비중 25%연구 분야에 명시
   • 2026Riemannian denoising model for molecular structure optimization with chemical accuracyNature Computational Science
   • 2026A Comprehensive Dataset of Chemical Reactions Covering Second and Third Row Elements with Million-Scale Quantum Chemical CalculationsScientific Data
   • 2026Harnessing generative AI for efficient organic materials discovery in low-data regimesDigital Discovery
3. KAIST·데이터 마이닝

   박찬영DSAIL

   관련도관련 논문 7편비중 7%
   • 2026A Structured LLM Framework for Inorganic Material Synthesis PlanningNeurIPS
   • 2026Learning Probabilistic Compositional Representation of Crystalline MaterialsKDD
   • 2026Density of States-Intermediated Crystal Generation for Material Inverse DesignICML
4. KU·자연어처리·LLM

   이상근Data Intelligence Lab

   관련도관련 논문 6편비중 17%
   • 2026Chronos: Chronology-Grounded Continued Pre-training for Language Model Adaptation to Materials ScienceEMNLP
   • 2025Incorporating Domain Knowledge into Materials TokenizationACL
   • 2024MolTRES: Improving Chemical Language Representation Learning for Molecular Property PredictionEMNLP
5. KU·머신러닝

   김성웅, 임성빈AGI Lab

   관련도관련 논문 2편비중 6%연구 분야에 명시
   • 2026RetroReasoner: A Reasoning LLM for Strategic Retrosynthesis PredictionEMNLP Findings
   • 2025ReactionReasoner: Towards Reasoning LLM for Chemical Reaction PredictionNeurIPS
6. KU·인간-AI 상호작용

   서승호HUI

   관련도관련 논문 6편비중 10%
   • 2026Knowledge-guided strain-damage image correlation for diagnosing nonlinear mechanical behavior of freely stretched ultra-thin polymer films on water surfacePolymer Testing
   • 2024Image Generation of Ultra-Thin Polymer Films Using Diffusion Models from Tensile Testing for Mechanical Failure PredictionICEIC
   • 2024Optimal operation guidelines for direct recovery of high-purity precursor from spent lithium-ion batteries: hybrid operation model of population balance equation and data-driven classifierApplied Crystallography
7. Yonsei·로보틱스

   최종은MLCS Lab

   관련도관련 논문 1편비중 5%연구 분야에 명시
   • 2023Multiplexed DNA-functionalized graphene sensor with artificial intelligence discrimination performance of chemical vapor compositionMicrosystems and Nanoengineering
8. Yonsei·AI 시스템

   차호정MOBED

   관련도관련 논문 4편비중 18%
   • 2025SecureRide: Detecting Safety-threatening Behavior of E-Scooters Using Battery InformationEMSOFT
   • 2024Optimizing Profitability of E-Scooter Sharing System via Battery-aware RecommendationMobiSys
   • 2023Highly Responsive Batteryless System for Indoor Light Energy Harvesting EnvironmentsPerCom
9. SNU·AI for Science

   김선BHI Lab

   관련도관련 논문 4편비중 7%
   • 2025Improving Reaction Yield Prediction with Chemical Role and Reaction Center Aware Representation LearningJournal of Chemical Information and Modeling
   • 2024ChemAP: predicting drug approval with chemical structures before clinical trial phase by leveraging multi-modal embedding space and knowledge distillationScientific Reports
   • 2023Exploring chemical space for lead identification by propagating on chemical similarity networkComputational and Structural Biotechnology Journal
10. SNU·머신러닝

    양인순LDS Lab

    관련도연구 분야에 명시
11. SNU·로보틱스

    이영운Scalable Robot Learning Lab

    관련도연구 분야에 명시
12. SNU·머신러닝

    이정우CML Lab

    관련도연구 분야에 명시
13. KAIST·머신러닝

    김기응AIPR Lab

    관련도연구 분야에 명시
14. KAIST·머신러닝

    문일철AAI Lab

    관련도연구 분야에 명시
15. KAIST·로보틱스

    박대형RIRO Lab

    관련도연구 분야에 명시
16. KAIST·머신러닝

    박진규System Intelligence Lab

    관련도연구 분야에 명시
17. KAIST·머신러닝

    성영철SISReL

    관련도연구 분야에 명시
18. KAIST·머신러닝

    안성진MLML

    관련도연구 분야에 명시
19. KAIST·머신러닝

    이기민

    관련도연구 분야에 명시
20. KAIST·머신러닝

    이상완AI Brain Lab

    관련도연구 분야에 명시
21. KAIST·로보틱스

    임재환CLVR Lab

    관련도연구 분야에 명시
22. KAIST·머신러닝

    정송

    관련도연구 분야에 명시
23. POSTECH·머신러닝

    전광성Interactive Machine Learning Lab

    관련도연구 분야에 명시
24. KU·머신러닝

    이병준Decision Making Lab

    관련도연구 분야에 명시
25. Yonsei·머신러닝

    이종민DIL Lab

    관련도연구 분야에 명시
26. SNU·머신러닝

    홍영준MLSC Lab

    관련도관련 논문 3편비중 9%
    • 2025Forward and Inverse Simulation of Pseudo-Two-Dimensional Model of Lithium-Ion Batteries Using Neural NetworksComputer Methods in Applied Mechanics and Engineering
    • 2025Building epsilon-near-zero materials from layered uniaxial metamaterialsOptics Express
    • 2023Data-efficient deep generative model with discrete latent representations for high-fidelity digital materialsACS Materials Letters
27. KAIST·머신러닝

    안성수SPML Lab

    관련도관련 논문 2편비중 4%
    • 2026Multimodal Crystal Flow: Any-to-Any Modality Generation for Unified Crystal ModelingICML
    • 2025Improving Chemical Understanding of LLMs via SMILES ParsingEMNLP
28. KAIST·컴퓨터 비전

    주재걸DAVIAN Lab

    관련도관련 논문 2편비중 1%
    • 2026Robust and Interpretable Adaptation of Equivariant Materials Foundation Models via Sparsity-promoting Fine-tuningICLR
    • 2025Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity InformationEMNLP
29. SNU·컴퓨터 비전

    이준석VIP Lab

    관련도관련 논문 2편비중 4%
    • 2026Robust and Interpretable Adaptation of Equivariant Materials Foundation Models via Sparsity-promoting Fine-tuningICLR
    • 2024RMFER: Semi-supervised Contrastive Learning for Facial Expression Recognition with Reaction Mashup VideoWACV
30. KAIST·로보틱스

    금동석AXE Lab

    관련도관련 논문 2편비중 6%
    • 2026Reaction-Uncertainty-Aware Motion Planning for Interactive Driving via Conditional Multi-modal Motion PredictionIEEE Access
    • 2023Are Reactions to Ego Vehicles Predictable without Data?: A Semi-supervised ApproachIEEE T-ITS
31. Yonsei·AI for Science2026 업데이트 중

    남호정BIIL

    관련도관련 논문 2편비중 17%
    • 2025Enhancing multi-task in vivo toxicity prediction via integrated knowledge transfer of chemical knowledge and in vitro toxicity informationJournal of Cheminformatics
    • 2023LOGICS: Learning optimal generative distribution for designing de novo chemical structuresJournal of Cheminformatics
32. KU·인간-AI 상호작용

    Christian WallravenCognitive Systems Lab

    관련도관련 논문 1편비중 4%
    • 2026More Than a Material: Social Interpretation Shapes the Hedonic Evaluation of Human Hand TouchIEEE Transactions on Haptics
33. SNU·인간-AI 상호작용

    서봉원Human Centered Computing Lab

    관련도관련 논문 1편비중 2%
    • 2026ECG trained artificial intelligence for the detection of patients with inducible myocardial ischemiaEuropean Heart Journal - Digital Health
34. KAIST·컴퓨터 비전

    성민혁Visual AI Group

    관련도관련 논문 1편비중 2%
    • 2026MatLat: Material Latent Space for PBR Texture GenerationCVPR
35. KAIST·음성·오디오

    정준선Multimodal AI Lab

    관련도관련 논문 1편비중 1%
    • 2026Seeing Through Touch: Tactile-Driven Visual Localization of Material RegionsCVPR
36. KU·머신러닝

    이성환PRML Lab

    관련도관련 논문 1편비중 1%
    • 2026ChemFixer: Correcting Invalid Molecules to Unlock Previously Unseen Chemical SpaceIEEE JBHI
37. SNU·머신러닝

    윤성로AI Lab

    관련도관련 논문 2편비중 2%
    • 20241.5 million materials narratives generated by chatbotsScientific Data
    • 2023GeoT: A Geometry-aware Transformer for Reliable Molecular Property Prediction and Chemically Interpretable Representation LearningACS Omega
38. SNU·데이터 마이닝

    박현우DIAL Lab

    관련도관련 논문 1편비중 3%
    • 2025Theorizing Critical Locus of Supply: A Material Flow PerspectiveJournal of Supply Chain Management
39. KAIST·머신러닝

    최재식SAIL Lab

    관련도관련 논문 1편비중 2%
    • 2025A Perspective on Foundation Models in ChemistryJACS Au
40. Yonsei·자연어처리·LLM

    김재형ML3 Lab

    관련도관련 논문 1편비중 2%
    • 2025Improving Chemical Understanding of LLMs via SMILES ParsingEMNLP
41. Yonsei·AI for Science

    김호진LESSON Lab

    관련도관련 논문 1편비중 3%
    • 2025CAD-based Monte Carlo dose calculation system for evaluating geometrical effect of inserted materials in carbon-ion radiation therapyPhysica Medica
42. KAIST·컴퓨터 비전

    김현우MLV Lab

    관련도관련 논문 1편비중 1%
    • 2025In-cell neuromorphic computing in solid oxide fuel cells for bifunctional electrochemical power generation and artificial intelligenceCell Reports Physical Science
43. KAIST·컴퓨터 비전

    심현정CVML Lab

    관련도관련 논문 1편비중 2%
    • 2025DreamCatalyst: Fast and High-Quality 3D Editing via Controlling Editability and Identity PreservationICLR
44. POSTECH·그래픽스

    이승용, 조성현, 백승환CG Lab

    관련도관련 논문 1편비중 1%
    • 2025Hyperspectral Polarimetric BRDFs of Real-world MaterialsSIGGRAPH Asia
45. KU·AI for Science

    감태의Medical AI Lab

    관련도관련 논문 1편비중 1%
    • 2025Sharpness-Aware Minimization with Physics-Informed Regularizations for Predicting Semiconductor Material Properties in Molecular DynamicsChemometrics and Intelligent Laboratory Systems
46. Yonsei·머신러닝

    송경우MLAI Lab

    관련도관련 논문 1편비중 1%
    • 2025Local Nonequilibrium Thermodynamics of Polymer Collapse DynamicsJournal of Chemical Physics
47. Yonsei·데이터 마이닝

    김하영MLCF Lab

    관련도관련 논문 1편비중 4%
    • 2024Multi-label material and human risk factors recognition model for construction site safety managementJournal of Safety Research
48. SNU·로보틱스

    김현진LARR Lab

    관련도관련 논문 1편비중 1%
    • 2024Haptic-Based Bilateral Teleoperation of Aerial Manipulator for Extracting Wedged Object with Compensation of Human Reaction TimeICUAS
49. SNU·로보틱스

    조규진Biorobotics Lab

    관련도관련 논문 1편비중 3%
    • 20243D printing with a 3D printed digital material filament for programming functional gradientsNature Communications
50. Yonsei·머신러닝

    노승문AI-ISL

    관련도관련 논문 1편비중 3%
    • 2024Adaptable DNA Storage Coding: An Efficient Framework for Homopolymer Constraint TransitionsIEEE Access
51. SNU·AI for Science

    백민경Laboratory of Computational Structural and Systems Biology

    관련도관련 논문 1편비중 7%
    • 2023The ϕPA3 phage nucleus is enclosed by a self-assembling 2D crystalline latticeNature Communications
52. Yonsei·인간-AI 상호작용

    이병주YESLAB

    관련도관련 논문 1편비중 7%
    • 2023MaterialSense- Estimating and utilizing material properties of contact objects in multi-touch interactionUIST
53. SNU·데이터 마이닝

    강필성DSBA Lab

    관련도관련 논문 1편비중 2%
    • 2023Deep Learning-Based Multi-Horizon Forecasting for Automated Material Handling System Throughput in Semiconductor FabIEEE Transactions on Semiconductor Manufacturing
54. SNU·머신러닝

    장병탁BI Lab

    관련도관련 논문 1편비중 1%
    • 2023Neural Collage Transfer: Artistic Reconstruction via Material ManipulationICCV
55. SNU·AI for Science

    정수종Climate Lab

    관련도관련 논문 1편비중 2%
    • 2023First quantification and chemical characterization of atmospheric microplastics observed in Seoul, South KoreaEnvironmental Pollution
56. SNU·로보틱스

    최준원ADR Lab

    관련도관련 논문 1편비중 3%
    • 2023Are Reactions to Ego Vehicles Predictable Without Data?: A Semi-Supervised ApproachIEEE T-ITS
57. SNU·AI for Science

    손석우Weather and Climate Dynamics Lab

    관련도관련 논문 1편비중 1%
    • 2023A new chemistry-climate model GRIMs-CCM: Model evaluation of interactive chemistry-meteorology simulationsAsia-Pacific Journal of Atmospheric Sciences
58. KAIST·데이터 마이닝

    박노성BigDyL

    관련도관련 논문 1편비중 1%
    • 2023GREAD: Graph Neural Reaction-Diffusion NetworksICML
59. KAIST·머신러닝

    황성주MLAI Lab

    관련도관련 논문 1편비중 1%
    • 2023Exploring Chemical Space with Score-based Out-of-distribution GenerationICML
60. Yonsei·머신러닝

    조성배SCLAB

    관련도관련 논문 1편비중 1%
    • 2023GREAD: Graph Neural Reaction-Diffusion NetworksICML

2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.