관련 연구실
등급은 학회·저널 분류이며 연구실 순위가 아닙니다.
- SNUAI for Science
정유성MICC Lab
관련 논문 32편비중 74%연구 분야에 명시- 2026Generative modelling of inorganic materials with explicit electronic structure Nature Communications
- 2026Large-Scale Screening of High-Entropy Materials for Superionic Solid Electrolytes npj Computational Materials
- 2026Artificial Intelligence for Advanced Functional Materials: Progress and Emerging Frontiers Advanced Intelligent Systems
- KAISTAI for Science
김우연Intelligent Chemistry Lab
관련 논문 9편비중 25%연구 분야에 명시- 2026Riemannian denoising model for molecular structure optimization with chemical accuracy Nature Computational Science
- 2026A Comprehensive Dataset of Chemical Reactions Covering Second and Third Row Elements with Million-Scale Quantum Chemical Calculations Scientific Data
- 2026Harnessing generative AI for efficient organic materials discovery in low-data regimes Digital Discovery
- KAIST데이터 마이닝
박찬영DSAIL
관련 논문 7편비중 7%- 2026A Structured LLM Framework for Inorganic Material Synthesis Planning NeurIPS
- 2026Learning Probabilistic Compositional Representation of Crystalline Materials KDD
- 2026Density of States-Intermediated Crystal Generation for Material Inverse Design ICML
- KU자연어처리·LLM
이상근Data Intelligence Lab
관련 논문 6편비중 17%- 2026Chronos: Chronology-Grounded Continued Pre-training for Language Model Adaptation to Materials Science EMNLP
- 2025Incorporating Domain Knowledge into Materials Tokenization ACL
- 2024MolTRES: Improving Chemical Language Representation Learning for Molecular Property Prediction EMNLP
- KU머신러닝
김성웅, 임성빈AGI Lab
관련 논문 2편비중 6%연구 분야에 명시- 2026RetroReasoner: A Reasoning LLM for Strategic Retrosynthesis Prediction EMNLP Findings
- 2025ReactionReasoner: Towards Reasoning LLM for Chemical Reaction Prediction NeurIPS
- KU인간-AI 상호작용
서승호HUI
관련 논문 6편비중 10%- 2026Knowledge-guided strain-damage image correlation for diagnosing nonlinear mechanical behavior of freely stretched ultra-thin polymer films on water surface Polymer Testing
- 2024Image Generation of Ultra-Thin Polymer Films Using Diffusion Models from Tensile Testing for Mechanical Failure Prediction ICEIC
- 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 classifier Applied Crystallography
- Yonsei로보틱스
최종은MLCS Lab
관련 논문 1편비중 5%연구 분야에 명시- 2023Multiplexed DNA-functionalized graphene sensor with artificial intelligence discrimination performance of chemical vapor composition Microsystems and Nanoengineering
- YonseiAI 시스템
차호정MOBED
관련 논문 4편비중 18%- 2025SecureRide: Detecting Safety-threatening Behavior of E-Scooters Using Battery Information EMSOFT
- 2024Optimizing Profitability of E-Scooter Sharing System via Battery-aware Recommendation MobiSys
- 2023Highly Responsive Batteryless System for Indoor Light Energy Harvesting Environments PerCom
- SNUAI for Science
김선BHI Lab
관련 논문 4편비중 7%- 2025Improving Reaction Yield Prediction with Chemical Role and Reaction Center Aware Representation Learning Journal of Chemical Information and Modeling
- 2024ChemAP: predicting drug approval with chemical structures before clinical trial phase by leveraging multi-modal embedding space and knowledge distillation Scientific Reports
- 2023Exploring chemical space for lead identification by propagating on chemical similarity network Computational and Structural Biotechnology Journal
- SNU머신러닝
양인순LDS Lab
연구 분야에 명시 - SNU로보틱스
이영운Scalable Robot Learning Lab
연구 분야에 명시 - SNU머신러닝
이정우CML Lab
연구 분야에 명시 - KAIST머신러닝
김기응AIPR Lab
연구 분야에 명시 - KAIST머신러닝
문일철AAI Lab
연구 분야에 명시 - KAIST로보틱스
박대형RIRO Lab
연구 분야에 명시 - KAIST머신러닝
박진규System Intelligence Lab
연구 분야에 명시 - KAIST머신러닝
성영철SISReL
연구 분야에 명시 - KAIST머신러닝
안성진MLML
연구 분야에 명시 - KAIST머신러닝
이기민
연구 분야에 명시 - KAIST머신러닝
이상완AI Brain Lab
연구 분야에 명시 - KAIST로보틱스
임재환CLVR Lab
연구 분야에 명시 - KAIST머신러닝
정송
연구 분야에 명시 - POSTECH머신러닝
전광성Interactive Machine Learning Lab
연구 분야에 명시 - KU머신러닝
이병준Decision Making Lab
연구 분야에 명시 - Yonsei머신러닝
이종민DIL Lab
연구 분야에 명시 - SNU머신러닝
홍영준MLSC Lab
관련 논문 3편비중 9%- 2025Forward and Inverse Simulation of Pseudo-Two-Dimensional Model of Lithium-Ion Batteries Using Neural Networks Computer Methods in Applied Mechanics and Engineering
- 2025Building epsilon-near-zero materials from layered uniaxial metamaterials Optics Express
- 2023Data-efficient deep generative model with discrete latent representations for high-fidelity digital materials ACS Materials Letters
- KAIST머신러닝
안성수SPML Lab
관련 논문 2편비중 4%- 2026Multimodal Crystal Flow: Any-to-Any Modality Generation for Unified Crystal Modeling ICML
- 2025Improving Chemical Understanding of LLMs via SMILES Parsing EMNLP
- KAIST컴퓨터 비전
주재걸DAVIAN Lab
관련 논문 2편비중 1%- 2026Robust and Interpretable Adaptation of Equivariant Materials Foundation Models via Sparsity-promoting Fine-tuning ICLR
- 2025Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity Information EMNLP
- SNU컴퓨터 비전
이준석VIP Lab
관련 논문 2편비중 4%- 2026Robust and Interpretable Adaptation of Equivariant Materials Foundation Models via Sparsity-promoting Fine-tuning ICLR
- 2024RMFER: Semi-supervised Contrastive Learning for Facial Expression Recognition with Reaction Mashup Video WACV
- KAIST로보틱스
금동석AXE Lab
관련 논문 2편비중 6%- 2026Reaction-Uncertainty-Aware Motion Planning for Interactive Driving via Conditional Multi-modal Motion Prediction IEEE Access
- 2023Are Reactions to Ego Vehicles Predictable without Data?: A Semi-supervised Approach IEEE T-ITS
- YonseiAI for Science2026 업데이트 중
남호정BIIL
관련 논문 2편비중 17%- 2025Enhancing multi-task in vivo toxicity prediction via integrated knowledge transfer of chemical knowledge and in vitro toxicity information Journal of Cheminformatics
- 2023LOGICS: Learning optimal generative distribution for designing de novo chemical structures Journal of Cheminformatics
- KU인간-AI 상호작용
Christian WallravenCognitive Systems Lab
관련 논문 1편비중 4%- 2026More Than a Material: Social Interpretation Shapes the Hedonic Evaluation of Human Hand Touch IEEE Transactions on Haptics
- SNU인간-AI 상호작용
서봉원Human Centered Computing Lab
관련 논문 1편비중 2%- 2026ECG trained artificial intelligence for the detection of patients with inducible myocardial ischemia European Heart Journal - Digital Health
- KAIST컴퓨터 비전
성민혁Visual AI Group
관련 논문 1편비중 2%- 2026MatLat: Material Latent Space for PBR Texture Generation CVPR
- KAIST음성·오디오
정준선Multimodal AI Lab
관련 논문 1편비중 1%- 2026Seeing Through Touch: Tactile-Driven Visual Localization of Material Regions CVPR
- KU머신러닝
이성환PRML Lab
관련 논문 1편비중 1%- 2026ChemFixer: Correcting Invalid Molecules to Unlock Previously Unseen Chemical Space IEEE JBHI
- SNU머신러닝
윤성로AI Lab
관련 논문 2편비중 2%- 20241.5 million materials narratives generated by chatbots Scientific Data
- 2023GeoT: A Geometry-aware Transformer for Reliable Molecular Property Prediction and Chemically Interpretable Representation Learning ACS Omega
- SNU데이터 마이닝
박현우DIAL Lab
관련 논문 1편비중 3%- 2025Theorizing Critical Locus of Supply: A Material Flow Perspective Journal of Supply Chain Management
- KAIST머신러닝
최재식SAIL Lab
관련 논문 1편비중 2%- 2025A Perspective on Foundation Models in Chemistry JACS Au
- Yonsei자연어처리·LLM
김재형ML3 Lab
관련 논문 1편비중 2%- 2025Improving Chemical Understanding of LLMs via SMILES Parsing EMNLP
- YonseiAI for Science
김호진LESSON Lab
관련 논문 1편비중 3%- 2025CAD-based Monte Carlo dose calculation system for evaluating geometrical effect of inserted materials in carbon-ion radiation therapy Physica Medica
- KAIST컴퓨터 비전
김현우MLV Lab
관련 논문 1편비중 1%- 2025In-cell neuromorphic computing in solid oxide fuel cells for bifunctional electrochemical power generation and artificial intelligence Cell Reports Physical Science
- KAIST컴퓨터 비전
심현정CVML Lab
관련 논문 1편비중 2%- 2025DreamCatalyst: Fast and High-Quality 3D Editing via Controlling Editability and Identity Preservation ICLR
- POSTECH그래픽스
이승용, 조성현, 백승환CG Lab
관련 논문 1편비중 1%- 2025Hyperspectral Polarimetric BRDFs of Real-world Materials SIGGRAPH Asia
- KUAI for Science
감태의Medical AI Lab
관련 논문 1편비중 1%- 2025Sharpness-Aware Minimization with Physics-Informed Regularizations for Predicting Semiconductor Material Properties in Molecular Dynamics Chemometrics and Intelligent Laboratory Systems
- Yonsei머신러닝
송경우MLAI Lab
관련 논문 1편비중 1%- 2025Local Nonequilibrium Thermodynamics of Polymer Collapse Dynamics Journal of Chemical Physics
- Yonsei데이터 마이닝
김하영MLCF Lab
관련 논문 1편비중 4%- 2024Multi-label material and human risk factors recognition model for construction site safety management Journal of Safety Research
- SNU로보틱스
김현진LARR Lab
관련 논문 1편비중 1%- 2024Haptic-Based Bilateral Teleoperation of Aerial Manipulator for Extracting Wedged Object with Compensation of Human Reaction Time ICUAS
- SNU로보틱스
조규진Biorobotics Lab
관련 논문 1편비중 3%- 20243D printing with a 3D printed digital material filament for programming functional gradients Nature Communications
- Yonsei머신러닝
노승문AI-ISL
관련 논문 1편비중 3%- 2024Adaptable DNA Storage Coding: An Efficient Framework for Homopolymer Constraint Transitions IEEE Access
- SNUAI for Science
백민경Laboratory of Computational Structural and Systems Biology
관련 논문 1편비중 7%- 2023The ϕPA3 phage nucleus is enclosed by a self-assembling 2D crystalline lattice Nature Communications
- Yonsei인간-AI 상호작용
이병주YESLAB
관련 논문 1편비중 7%- 2023MaterialSense- Estimating and utilizing material properties of contact objects in multi-touch interaction UIST
- SNU데이터 마이닝
강필성DSBA Lab
관련 논문 1편비중 2%- 2023Deep Learning-Based Multi-Horizon Forecasting for Automated Material Handling System Throughput in Semiconductor Fab IEEE Transactions on Semiconductor Manufacturing
- SNU머신러닝
장병탁BI Lab
관련 논문 1편비중 1%- 2023Neural Collage Transfer: Artistic Reconstruction via Material Manipulation ICCV
- SNUAI for Science
정수종Climate Lab
관련 논문 1편비중 2%- 2023First quantification and chemical characterization of atmospheric microplastics observed in Seoul, South Korea Environmental Pollution
- SNU로보틱스
최준원ADR Lab
관련 논문 1편비중 3%- 2023Are Reactions to Ego Vehicles Predictable Without Data?: A Semi-Supervised Approach IEEE T-ITS
- SNUAI for Science
손석우Weather and Climate Dynamics Lab
관련 논문 1편비중 1%- 2023A new chemistry-climate model GRIMs-CCM: Model evaluation of interactive chemistry-meteorology simulations Asia-Pacific Journal of Atmospheric Sciences
- KAIST데이터 마이닝
박노성BigDyL
관련 논문 1편비중 1%- 2023GREAD: Graph Neural Reaction-Diffusion Networks ICML
- KAIST머신러닝
황성주MLAI Lab
관련 논문 1편비중 1%- 2023Exploring Chemical Space with Score-based Out-of-distribution Generation ICML
- Yonsei머신러닝
조성배SCLAB
관련 논문 1편비중 1%- 2023GREAD: Graph Neural Reaction-Diffusion Networks ICML