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. Yonsei·컴퓨터 비전

   전해곤Visual AI Lab

   관련도관련 논문 6편비중 14%연구 분야에 명시
   • 2026Social Reasoning-Aware Trajectory Prediction via Multimodal Language ModelTPAMI
   • 2024Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory PredictionCVPR
   • 2024Long-Term Typhoon Trajectory Prediction: A Physics-Conditioned Approach Without Reanalysis DataICLR
4. KAIST·컴퓨터 비전

   윤국진VI Lab

   관련도관련 논문 8편비중 7%
   • 2026SRA: Spatial Reasoning Adapter via Evolving Social Interaction Graphs for Trajectory PredictionNeurIPS
   • 2026HEAT: Heterogeneous End-to-End Autonomous Driving via Trajectory-Guided World ModelsIEEE RA-L
   • 2025Generative Active Learning for Long-tail Trajectory Prediction via Controllable Diffusion ModelICCV
5. POSTECH·AI for Science

   김원화, 류일우MIP Lab

   관련도관련 논문 7편비중 9%
   • 2026Convex Distance Operator Transport: Convex and Geometry-Preserving InformationICML
   • 2026Long-term effects of preterm birth on cortical folding trajectories in early childhoodBrain communications
   • 2025Adaptive Adversarial Data Augmentation with Trajectory Constraint for Alzheimer’s Disease Conversion PredictionMICCAI
6. KAIST·AI for Science

   예종철BISPL

   관련도관련 논문 5편비중 4%
   • 2026Align Your Trajectory Tangent: Training Better Consistency Models via Manifold-Aligned TangentsICML
   • 2026FlowAlign: Trajectory-Regularized, Inversion-Free Flow-based Image EditingICLR
   • 2026Training-Free Reward-Guided Image Editing via Trajectory Optimal ControlICLR
7. KAIST·데이터 마이닝

   박찬영DSAIL

   관련도관련 논문 4편비중 4%
   • 2026Beyond the Final Answer: Evaluating the Reasoning Trajectories of Tool-Augmented AgentsICML
   • 2026ELASTIC: Trajectory-Based Synchronization of Event and Tracking Data in SoccerCIKM
   • 2026PathCRF: Ball-Free Soccer Event Detection via Possession Path Inference from Player TrajectoriesKDD
8. Yonsei·머신러닝

   권도현PDE & AI Lab

   관련도관련 논문 2편비중 13%연구 분야에 명시
   • 2026Neural Optimal Transport in Hilbert Spaces: Characterizing Spurious Solutions and Gaussian SmoothingNeurIPS
   • 2025Overcoming Spurious Solutions in Semi-Dual Neural Optimal Transport: A Smoothing Approach for Learning the Optimal Transport PlanICML
9. KAIST·컴퓨터 비전

   김준모SIIT Lab

   관련도관련 논문 4편비중 5%
   • 2026Direct Diversity Optimization for Diverse Successful Trajectories in Preference Post-TrainingEMNLP
   • 2026HyperVAttention: Efficient Sparse Attention with Spatio-Temporal Clustering for Video DiffusionNeurIPS
   • 2026Stable-GFlowNet: Toward Diverse and Robust LLM Red-Teaming via Contrastive Trajectory BalanceICML
10. KAIST·머신러닝

    박진규System Intelligence Lab

    관련도관련 논문 5편비중 10%
    • 2026Traffic Network Layout Optimization with Guided Discrete Diffusion ModelsWSDM
    • 2026TrajEvo: Designing Trajectory Prediction Heuristics via LLM-driven EvolutionAAAI
    • 2024An Offline Meta Black-box Optimization Framework for Adaptive Design of Urban Traffic Light Management SystemsKDD
11. KAIST·머신러닝

    신진우ALIN Lab

    관련도관련 논문 4편비중 3%
    • 2026Deep Barycentric Regression for Optimal Transport Map Estimation and its Statistical OptimalityNeurIPS
    • 2026DoG: Sniffing Out Overconfidence in LLM Agents via Post-hoc Trajectory RestructuringNeurIPS
    • 2026Learning Flexible Forward Trajectories for Masked Molecular DiffusionICLR
12. Yonsei·머신러닝

    조성배SCLAB

    관련도관련 논문 5편비중 7%
    • 2026Hyperbolic Spatio-Temporal Representation Learning for Unsupervised Video Anomaly DetectionICPR
    • 2026PEdit: Pareto-Guided Image Editing via Dynamic Latent Trajectory ControlCVPR Findings
    • 2025Traffic prediction by graph transformer embedded with subgraphsExpert Systems with Applications
13. 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
14. KAIST·컴퓨터 비전

    주재걸DAVIAN Lab

    관련도관련 논문 6편비중 4%
    • 20263D HAMSTER: Bridging Planning and Control in Hierarchical Vision Language Action Models through 3D Trajectory GuidanceIROS
    • 2025Opt-Out: Investigating Entity-Level Unlearning for Large Language Models via Optimal TransportACL
    • 2024VEGS: View Extrapolation of Urban Scenes in 3D Gaussian Splatting using Learned PriorsECCV
15. 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
16. KU·머신러닝

    이성환PRML Lab

    관련도관련 논문 4편비중 2%
    • 2026E2T: EEG-to-Trajectory Transformer for Motor Imagery-based Fully-DoF Motion PredictionIEEE TNSRE
    • 2026Enhancing Spatio-Temporal Zero-shot Action Recognition with Language-driven Description AttributesPattern Recognition
    • 2024AM-SORT: Adaptable Motion Predictor with Historical Trajectory Embedding for Multi-Object TrackingICPRAI
17. KAIST·로보틱스

    금동석AXE Lab

    관련도관련 논문 4편비중 12%
    • 2026PlanRL: A Trajectory Planning Architecture for Reinforcement Learning-based Driving ExpertsIROS
    • 2025Learning Homotopy Prediction for Optimization-Based Trajectory Planners for Autonomous DrivingInternational Journal of Automotive Technology
    • 2024Learning Terminal State of the Trajectory Planner: Application for Collision Scenarios of Autonomous VehiclesICRA
18. SNU·로보틱스

    김아영RPM Lab

    관련도관련 논문 1편비중 3%연구 분야에 명시
    • 2025HeRCULES: Heterogeneous Radar Dataset in Complex Urban Environment for Multi-session Radar SLAMICRA
19. 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
20. KAIST·데이터 마이닝

    박노성BigDyL

    관련도관련 논문 1편비중 1%연구 분야에 명시
    • 2023Graph Neural Rough Differential Equations for Traffic ForecastingACM TIST
21. KAIST·데이터 마이닝

    이재길Data Mining Lab

    관련도관련 논문 3편비중 8%
    • 2026STAAR: Spatio-Temporal Attention over Adaptive Regions for Traffic ForecastingCIKM
    • 2025Mobility Networked Time-Series Forecasting Benchmark DatasetsICWSM
    • 2023MG-TAR: Multi-view Graph Convolutional Networks for Traffic Accident Risk PredictionIEEE T-ITS
22. 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
23. KAIST·컴퓨터 비전

    윤성의SGVR Lab

    관련도관련 논문 3편비중 5%
    • 2026GLINT: Modeling Scene-Scale Transparency via Gaussian Radiance TransportCVPR
    • 2025Enhancing Navigation Efficiency of Quadruped Robots via Leveraging Personal Transportation PlatformsICRA
    • 2023Learning-based Initialization of Trajectory Optimization for Path-following Problems of Redundant ManipulatorsICRA
24. 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
25. KAIST·머신러닝

    성영철SISReL

    관련도관련 논문 2편비중 6%
    • 2026MASTARS: Multi-agent sequential trajectory augmentation with return-conditioned subgoalsNeurIPS
    • 2026STAIRS-Former: Spatio-Temporal Attention with Interleaved Recursive Structure TransFormer for Offline Mulit-task Multi-agent Reinforcement LearningICLR
26. KAIST·컴퓨터 비전

    김승룡CV Lab

    관련도관련 논문 2편비중 2%
    • 2026T2Mo: Controllable Dynamic 3D Shape Generation via 3D Trajectories and TextNeurIPS
    • 2026Vid-CamEdit: Video Camera Trajectory Editing with Generative Rendering from Estimated GeometryAAAI
27. 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
28. POSTECH·음성·오디오

    서영주AIoT Lab

    관련도관련 논문 2편비중 6%
    • 2026Stabilizing Speech Quality in Speaker Interpolation via Optimal Transport RegularizationSLT
    • 2025HyFLM: A Hypernetwork-Based Federated Learning with Multidimensional Trajectory Optimization on Diffusion PathsElectronics
29. KU·로보틱스

    최성준Robot Intelligence Lab

    관련도관련 논문 2편비중 6%
    • 2026Natural Functional Gradients for Smooth Trajectory OptimizationRSS
    • 2025Spatio-Temporal Motion Retargeting for Quadruped RobotsIEEE T-RO
30. Yonsei·컴퓨터 비전

    황성재MICV Lab

    관련도관련 논문 2편비중 4%
    • 2026Interpretable Motion Attentive Maps: Spatio-Temporally Localizing Concepts in Video Diffusion TransformersCVPR
    • 2025Spatial Transport Optimization by Repositioning Attention Map for Training-Free Text-to-Image SynthesisCVPR
31. Yonsei·컴퓨터 비전

    이상훈Multi-dimensional Insight Lab

    관련도관련 논문 2편비중 4%
    • 2026Camera Trajectory Planning in Immersive 3-D Human Motion-Based Entertainment ContentsIEEE Access
    • 2025A Novel Intelligent Video Surveillance System Using Low-Traffic Scene-Preserving Video AnonymizationACM TIST
32. KAIST·머신러닝

    김희영Engineering Data Science Lab

    관련도관련 논문 2편비중 6%
    • 2026Nonlocal Bayesian Modeling of Continuous Spatio-Temporal DynamicsUAI
    • 2024Deep Latent Factor Model for Spatio-Temporal ForecastingTechnometrics
33. KU·AI for Science

    석흥일Machine Intelligence Lab

    관련도관련 논문 2편비중 4%
    • 2026Causal Manifold Transport for Identifiable Causal Generation in Diffusion ModelsIJCAI
    • 2024Deep Learning Model for Individualized Trajectory Prediction of Clinical Outcomes in Mild Cognitive ImpairmentFrontiers in Aging Neuroscience
34. 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
35. KAIST·컴퓨터 비전

    오태현AMI Lab

    관련도관련 논문 2편비중 2%
    • 2026Spatio-Temporal Audio Language Modeling for Dynamic Sound SourcesEMNLP
    • 2023Spatio-Temporally Consistent Face Mesh Reconstruction on VideosCVPR
36. SNU·머신러닝

    박건웅Data Science & Machine Learning Lab

    관련도관련 논문 1편비중 14%
    • 2026Convex Distance Operator Transport: Convex and Geometry-Preserving FormulationICML
37. 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
38. Yonsei·머신러닝

    이종민DIL Lab

    관련도관련 논문 1편비중 7%
    • 2026Learning Multimodal One-step Flow Policy via Value-weighted Optimal TransportNeurIPS
39. KU·자연어처리·LLM

    정우환Autonomous AI Lab

    관련도관련 논문 1편비중 6%
    • 2026Trajectory-Aware Clinical Risk Prediction via Severity-Grounded Knowledge Graphs and Retrieval-Augmented GenerationKDD
40. SNU·AI 시스템

    권태경MM Lab

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

    원정담Intelligent Motion Lab

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

    박상돈Trustworthy ML Lab

    관련도관련 논문 1편비중 5%
    • 2026Transductive Generalization for GNNs via Optimal TransportNeurIPS
43. Yonsei·로보틱스

    최종은MLCS Lab

    관련도관련 논문 1편비중 5%
    • 2026U-DiffPlan: Uncertainty-Aware Trajectory Prediction and Planning via Diffusion for Strategic Autonomous RacingIEEE RA-L
44. KU·컴퓨터 비전

    김상필Computer Vision Lab

    관련도관련 논문 2편비중 4%
    • 2024Higher-order Relational Reasoning for Pedestrian Trajectory PredictionCVPR
    • 2024VisionTrap: Vision-Augmented Trajectory Prediction Guided by Textual DescriptionsECCV
45. KU·AI for Science

    서현석IMPEL Lab

    관련도관련 논문 1편비중 4%
    • 2026Not All Instances Should Contribute Equally: Sparse Support Grounding via Unbalanced Transport for Heterogeneous MILNeurIPS
46. SNU·머신러닝

    김태섭LAAL Lab

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

    도재영AIDAS Lab

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

    이상학Causality Lab

    관련도관련 논문 1편비중 3%
    • 2026On Transportability for Structural Causal BanditsUAI
49. KAIST·컴퓨터 비전

    홍승훈Vision and Learning Lab

    관련도관련 논문 1편비중 3%
    • 2026Root-Selecting Fixed-Point Inversion for Rectified Flows via Trajectory StraightnessNeurIPS
50. KU·머신러닝

    김성웅, 임성빈AGI Lab

    관련도관련 논문 1편비중 3%
    • 2026Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph GroundingEMNLP
51. Yonsei·머신러닝

    노승문AI-ISL

    관련도관련 논문 1편비중 3%
    • 2026Same Trajectory, Contradictory Rewards (RoboRMBench): Paraphrase Fragility in Vision Language Reward ModelsEMNLP
52. Yonsei·컴퓨터 비전

    이종석MCML Group

    관련도관련 논문 1편비중 3%
    • 2026DRIFT: Derailing denoising trajectories of flow-matching VLAs with adversarial patch attackACCV
53. Yonsei·데이터 마이닝

    장백철ANDLab

    관련도관련 논문 1편비중 3%
    • 2026Privacy-Preserving Trajectory Data Publication: A Distributed Approach without Trusted ServersJNCA
54. SNU·AI 시스템

    안정호SCALable Computer Architecture Lab

    관련도관련 논문 1편비중 2%
    • 2026RowArmor: Efficient and Comprehensive Protection Against DRAM Disturbance ErrorsASPLOS
55. KAIST·자연어처리·LLM

    서민준LK Lab

    관련도관련 논문 1편비중 2%
    • 2026Early Decisions Matter: Proximity Bias and Initial Trajectory Shaping in Non-Autoregressive Diffusion Language ModelsICML
56. KAIST·머신러닝

    안성수SPML Lab

    관련도관련 논문 1편비중 2%
    • 2026Learning Flexible Forward Trajectories for Masked Molecular DiffusionICLR
57. KU·컴퓨터 비전

    김동현UTL Lab

    관련도관련 논문 1편비중 2%
    • 2026VidOmni-Bench: A Benchmark for Fine-Grained Video Understanding via Spatio-Temporal Event Verification across Complexity and DurationEMNLP
58. KU·컴퓨터 비전

    박경문VGI Lab

    관련도관련 논문 1편비중 2%
    • 2026When to Stop and Which to Return: Trajectory-Level Minimum Bayes Risk Decoding for Diffusion Language ModelsNeurIPS
59. Yonsei·자연어처리·LLM

    이동하DLI Lab

    관련도관련 논문 1편비중 2%
    • 2026Beyond the Final Answer: Evaluating the Reasoning Trajectories of Tool-Augmented AgentsICML
60. Yonsei·자연어처리·LLM

    한요섭TOC Lab

    관련도관련 논문 1편비중 2%
    • 2026Decomposing regular languages under shuffle along trajectoriesCIAA

+38

2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.