주제로 연구실 찾기

1. SNU·AI for Science

   정수종Climate Lab

   관련도관련 논문 10편비중 23%연구 분야에 명시
   • 2026The urban green carbon index (UGCI): A spatial framework for suggesting urban carbon managementPLOS ONE
   • 2026Traffic Volume Estimation Using Deep Learning for High-Resolution Greenhouse Gas InventoryTransportation Research Record: Journal of the Transportation Research Board
   • 2025Constraining urban fossil fuel CO2 emissions in Seoul using combined ground and satellite observations with Bayesian inverse modellingAtmospheric Chemistry and Physics
2. SNU·로보틱스

   김현진LARR Lab

   관련도관련 논문 11편비중 13%
   • 2026Geometric Backstepping Control of Omnidirectional Tiltrotors Incorporating Servo–Rotor Dynamics for Robustness against Sudden DisturbancesICRA
   • 2026GAR-Tracker: Target-Visible Trajectory Planning for a Ground Assistant RobotIEEE Access
   • 2026Safe Multimodal Replanning via Projection-based Trajectory Clustering in Crowded EnvironmentsIEEE RA-L
3. SNU·로보틱스

   최준원ADR Lab

   관련도관련 논문 4편비중 10%연구 분야에 명시
   • 2024Fine-Grained Pillar Feature Encoding Via Spatio-Temporal Virtual Grid for 3D Object DetectionICRA
   • 2023R-Pred: Two-Stage Motion Prediction Via Tube-Query Attention-Based Trajectory RefinementICCV
   • 2023SiT Dataset: Socially Interactive Pedestrian Trajectory Dataset for Social Navigation RobotsNeurIPS
4. SNU·머신러닝2026 업데이트 중

   강명주NCIA Lab

   관련도관련 논문 5편비중 14%
   • 2025Unpaired Point Cloud Completion via Unbalanced Optimal TransportICML
   • 2025Inverse problem solver via unbalances Optimal Transport MapNeurIPS
   • 2024Analyzing and Improving Optimal-Transport-based Adversarial NetworksICLR
5. SNU·로보틱스

   김아영RPM Lab

   관련도관련 논문 1편비중 3%연구 분야에 명시
   • 2025HeRCULES: Heterogeneous Radar Dataset in Complex Urban Environment for Multi-session Radar SLAMICRA
6. SNU·데이터 마이닝

   박현우DIAL Lab

   관련도관련 논문 3편비중 8%
   • 2026AISFlow: Boundary-Informed Flow Matching for Long-Term AIS Trajectory ImputationICML
   • 2025STGVAD: Spatio-Temporal Graph-based Vessel Behavior Anomaly DetectionIEEE Access
   • 2025Spatio-Temporal Graphs Beyond Grids: Benchmark for Maritime Anomaly DetectionNeurIPS
7. SNU·AI for Science

   손석우Weather and Climate Dynamics Lab

   관련도관련 논문 4편비중 4%
   • 2025Earlier carbon neutrality more effectively limits urban heat exposure in developing continentsEnvironmental Research Letters
   • 2025Spatio-temporal characteristics of heavy rainfall events during the Changma in southeastern KoreaEarth and Space Science
   • 2023Impact of urban heat island on daily and sub-daily monsoon rainfall variabilities in East Asian megacitiesClimate Dynamics
8. SNU·머신러닝

   양인순LDS Lab

   관련도관련 논문 2편비중 7%
   • 2026KoopCast: Trajectory forecasting via Koopman operatorsICRA
   • 2026CANVAS: Competency-aware navigation assessment suite for pedestrian trajectory forecastingIEEE Open Journal of Control Systems
9. SNU·AI for Science

   김덕진SatGeo Lab

   관련도관련 논문 3편비중 5%
   • 2025BPA-based InSAR for High-Resolution DEM Generation with High-Precision Antenna Trajectory EstimationInternational Symposium on Remote Sensing
   • 2025Enhanced Vessel Trajectory Prediction using HDBSCAN-based Clustering and LSTM-based Seq2Seq ModelInternational Symposium on Remote Sensing
   • 2023Robust change detection in urban environments using multi-temporal and polarimetric UAVSAR dataPolInSAR & Biomass
10. SNU·컴퓨터 비전

    곽노준MIPAL Lab

    관련도관련 논문 2편비중 2%
    • 2026Targeted Data Protection for Diffusion Model by Matching Training TrajectoryAAAI
    • 2023SHOT: Suppressing the Hessian along the Optimization Trajectory for Gradient-Based Meta-LearningNeurIPS
11. SNU·머신러닝

    박건웅Data Science & Machine Learning Lab

    관련도관련 논문 1편비중 14%
    • 2026Convex Distance Operator Transport: Convex and Geometry-Preserving FormulationICML
12. SNU·로보틱스

    오성회Robot Learning Lab

    관련도관련 논문 2편비중 5%
    • 2025Context-Aware Multi-Agent Trajectory TransformerIROS
    • 2023RIANet++: Road Graph and Image Attention Networks for Robust Urban Autonomous Driving under Road ChangesIEEE RA-L
13. SNU·AI 시스템

    권태경MM Lab

    관련도관련 논문 1편비중 5%
    • 2026Light-weight, adaptable, and transferable predictor for traffic forecasting in data centersComputer Networks
14. SNU·그래픽스

    원정담Intelligent Motion Lab

    관련도관련 논문 1편비중 5%
    • 2026AMOR: Airborne Motion Reconstruction via Homotopy-Aware Trajectory OptimizationSIGGRAPH
15. SNU·머신러닝

    김태섭LAAL Lab

    관련도관련 논문 1편비중 3%
    • 2026Inference-Time Vulnerability Beyond Shallow Safety: Alignment Along Generation TrajectoriesNeurIPS
16. SNU·자연어처리·LLM

    도재영AIDAS Lab

    관련도관련 논문 1편비중 3%
    • 2026SUM: Unified Geometric Surgery on Spatio-Temporal Adaptation Vectors for Federated Class Incremental LearningECCV
17. SNU·머신러닝

    이상학Causality Lab

    관련도관련 논문 1편비중 3%
    • 2026On Transportability for Structural Causal BanditsUAI
18. SNU·AI 시스템

    안정호SCALable Computer Architecture Lab

    관련도관련 논문 1편비중 2%
    • 2026RowArmor: Efficient and Comprehensive Protection Against DRAM Disturbance ErrorsASPLOS
19. SNU·AI for Science

    국종성Climate System Lab

    관련도관련 논문 1편비중 1%
    • 2026Biophysical impacts of urbanization on climate change and vegetation in Borneo IslandJournal of Environmental Management
20. SNU·자연어처리·LLM

    유영재PI Lab

    관련도관련 논문 1편비중 1%
    • 2026Same Trajectory, Contradictory Rewards (RoboRMBench): Paraphrase Fragility in Vision Language Reward ModelsEMNLP
21. SNU·머신러닝

    윤성로AI Lab

    관련도관련 논문 1편비중 1%
    • 2026FoMo: Forking Moment in Generative Trajectory as a Perceptual DistanceNeurIPS
22. SNU·로보틱스

    박종우FCP Robotics Lab

    관련도관련 논문 1편비중 5%
    • 2025Motion Manifold Flow Primitives for Task-Conditioned Trajectory Generation under Complex Task-Motion DependenciesIEEE RA-L
23. SNU·AI 시스템

    김재준VLSI Lab

    관련도관련 논문 1편비중 2%
    • 2025Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM ReasoningNeurIPS
24. SNU·음성·오디오

    이교구MARG

    관련도관련 논문 1편비중 1%
    • 2025Multidimensional Adaptive Coefficient for Inference Trajectory Optimization in Flow and DiffusionICML
25. SNU·인간-AI 상호작용

    권가진CC Lab

    관련도관련 논문 1편비중 5%
    • 2023Using Geometric Features of Drag-and-Drop Trajectories to Understand Students’ LearningCHI
26. SNU·AI for Science

    백민경Laboratory of Computational Structural and Systems Biology

    관련도관련 논문 1편비중 7%
    • 2023Protein-protein interactions in the Mla lipid transport system probed by computational structure prediction and deep mutational scanningJournal of Biological Chemistry
27. SNU·AI 시스템

    이창건RUBIS Lab

    관련도관련 논문 1편비중 6%
    • 2023RIANet++: Road Graph and Image Attention Networks for Robust Urban Autonomous Driving under Road ChangesIEEE RA-L

2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.