주제로 연구실 찾기

1. Yonsei·AI 시스템

   차호정MOBED

   관련도관련 논문 12편비중 55%연구 분야에 명시
   • 2026viNPU: Optimizing Vision Transformer Inference on Mobile NPUsEuroSys
   • 2026DynaStitch: Dynamic ViT Inference via Neural Stitching for Resource-Constrained Edge DevicesEMSOFT
   • 2026Phoenix: Thermal-Aware On-device Inference of Multi-Instance DNNs for Mobile Video ApplicationsACM Transactions on Embedded Computing Systems
2. Yonsei·AI 시스템

   박성훈MAIS Lab

   관련도관련 논문 9편비중 75%연구 분야에 명시
   • 2026viNPU: Optimizing Vision Transformer Inference on Mobile NPUsEuroSys
   • 2026DynaStitch: Dynamic ViT Inference via Neural Stitching for Resource-Constrained Edge DevicesEMSOFT
   • 20263DGS on Your Phone: Towards Fully Immersive Mobile Volumetric Video StreamingGetMobile: Mobile Computing and Communications
3. SNU·AI 시스템

   김형신AIoT Lab

   관련도관련 논문 8편비중 26%연구 분야에 명시
   • 2026Non-contact On-device Detection of Obstructive Sleep Apnea from Infrared VideoNature Communications
   • 2026Resource-Adaptivity Beyond the Model: Sensor Control for Quantized On-Device VisionICML
   • 2025DistillSleep: Real-Time, On-Device, Interpretable Sleep Staging from Single-Channel EEGSLEEP
4. Yonsei·AI 시스템

   김상엽EASY Lab

   관련도관련 논문 12편비중 23%
   • 2026NeuLPU: A 3.6 mW Spiking LLM Processing Unit for On-device Long-context InferenceA-SSCC
   • 2025BROCA: A 52.4-559.2mW Mobile Social Agent System-on-Chip with Adaptive-Bit-Truncate Unit and Acoustic-Cluster Bit-GroupingISSCC
   • 2025BROCA: A Low-power and Low-latency Conversational Agent RISC-V System-on-Chip for Voice-interactive Mobile DevicesHot Chips
5. SNU·AI 시스템

   이영기HCS Lab

   관련도관련 논문 5편비중 16%연구 분야에 명시
   • 2025Combinational Point Sampling for Fast and Accurate On-Device LiDAR 3D Object DetectionIEEE INFOCOM
   • 2025VoiceSeeker: Energy-Efficient and Accurate Audio-Visual Speaker Separation on Mobile DevicesIEEE Pervasive Computing
   • 2024MIRROR: Towards Generalizable On-device Video Virtual Try-on for Mobile ShoppingUbiComp
6. SNU·AI 시스템

   하순회IRIS/CAPLAB

   관련도관련 논문 4편비중 25%연구 분야에 명시
   • 2025Empowering Edge Devices With Processing-In-Memory for On-Device Language InferenceIEEE Embedded Systems Letters
   • 2024A Novel Throughput Enhancement Method for Deep Learning Applications on Mobile Devices With Heterogeneous ProcessorsIEEE Access
   • 2023A novel hierarchical edge-based architecture for service oriented IoTInternet of Things
7. POSTECH·음성·오디오

   서영주AIoT Lab

   관련도관련 논문 6편비중 18%
   • 2026WaTemp: Acoustic-Based Non-Contact Water Temperature Measurement System Using SmartphonesICASSP
   • 2026AcouLetter: Enabling Fine-Grained Mid-Air Alphabetic Thumb Gesture Recognition on Smartphones with Acoustic and Inertial SensingIUI
   • 2024UbiGest: Smartphone-Based Ubiquitous Gesture Recognition With Wi-FiIEEE IoT Journal
8. Yonsei·머신러닝

   한동준Edge AI Lab

   관련도관련 논문 3편비중 7%연구 분야에 명시
   • 2026Bridging On-Device and Cloud LLMs for Collaborative Reasoning: A Unified Methodology for Local Routing and Post-TrainingICML
   • 2024Federated Split Learning with Joint Personalization-Generalization for Inference-Stage Optimization in Wireless Edge NetworksIEEE TMC
   • 2024FICDF: A Federated Incremental Learning Framework for IoT Device FingerprintingIEEE WiOpt
9. KAIST·데이터 마이닝

   신기정Data Mining Lab

   관련도관련 논문 5편비중 5%
   • 2025Edge Probability Graph Models Beyond Edge Independency: Concepts, Analyses, and AlgorithmsICDM
   • 2025Simple yet Effective Node Property Prediction on Edge Streams under Distribution ShiftsICDE
   • 2024SLADE: Detecting Dynamic Anomalies in Edge Streams without Labels via Self-Supervised LearningKDD
10. KU·인간-AI 상호작용

    서승호HUI

    관련도관련 논문 4편비중 7%
    • 2026Interpretable Multimodal Gesture Recognition for Drone and Mobile Robot Teleoperation via Log-Likelihood Ratio FusionICRA
    • 2024A Wearable Multi-Modal Edge-Computing System for Real-Time Kitchen Activity RecognitionIJCAI
    • 2024MeciFace: Mechanomyography and Inertial Fusion-based Glasses for Edge Real-Time Recognition of Facial and Eating ActivitiesUCAmI
11. SNU·컴퓨터 비전

    최종현MPR Lab

    관련도관련 논문 3편비중 7%
    • 2026BINDER: Instantly Adaptive Mobile Manipulation with Open-Vocabulary CommandsICRA
    • 2026TRACE: Your Diffusion Model is Secretly an Instance Edge DetectorICLR
    • 2023Cost-effective On-device Continual Learning over Memory Hierarchy with MiroMobiCom
12. KAIST·AI 시스템

    김주영CAST Lab

    관련도관련 논문 4편비중 6%
    • 2026Cassandra: Enabling Reasoning LLMs at Edge via Self-Speculative DecodingISCA
    • 2024SP-PIM: A Super-Pipelined Processing-In-Memory Accelerator with Local Error Prediction for Area/Energy-Efficient On-Device LearningJSSC
    • 2024ACane: An Efficient FPGA-based Embedded Vision Platform with Accumulation-as-Convolution Packing for Autonomous Mobile RobotsASP-DAC
13. SNU·인간-AI 상호작용

    서진욱Human-Computer Interaction Lab

    관련도관련 논문 3편비중 5%
    • 2026GhostUI: Unveiling Hidden Interactions in Mobile UICHI
    • 2026HyPockeTuner: Bringing Hyperparameter Optimization to Mobile DevicesCHI
    • 2023An Artificial Intelligence Exercise Coaching Mobile App: Development and Randomized Controlled Trial to Verify Its Effectiveness in Posture CorrectionInteractive Journal of Medical Research
14. KAIST·AI 시스템

    유민수VIA Research Group

    관련도관련 논문 3편비중 11%
    • 2026Agent-X: Full Pipeline Acceleration of On-device AI AgentsMobiSys
    • 2025Mamba-X: An End-to-End Vision Mamba Accelerator for Edge Computing DevicesICCAD
    • 2024GPU-based Private Information Retrieval for On-Device Machine Learning InferenceASPLOS
15. POSTECH·AI 시스템

    전명재OMNIA Lab

    관련도관련 논문 1편비중 8%연구 분야에 명시
    • 2023Cost-effective On-device Continual Learning over Memory Hierarchy with MiroMobiCom
16. SNU·AI 시스템

    전동석MMS Lab

    관련도연구 분야에 명시
17. KU·컴퓨터 비전

    최성준AI Imaging Lab

    관련도연구 분야에 명시
18. Yonsei·AI 시스템2026 업데이트 중

    이경우DCLab

    관련도연구 분야에 명시
19. SNU·AI 시스템

    이재욱ARC Lab

    관련도관련 논문 3편비중 9%
    • 2025FACIL: Flexible DRAM Address Mapping for SoC-PIM Cooperative On-device LLM InferenceHPCA
    • 2025Transparent Smartphone Memory ExpansionACM SAC
    • 2023A Memory-Efficient Edge Inference Accelerator with XOR-based Model CompressionDAC
20. Yonsei·머신러닝

    조성배SCLAB

    관련도관련 논문 3편비중 4%
    • 2025Traffic prediction by graph transformer embedded with subgraphsExpert Systems with Applications
    • 2025An Efficient Method of Lifelong Learning with Differentiable Memory for Edge ComputingHICSS
    • 2023A Subgraph Embedded GIN with Attention for Graph ClassificationIDEAL
21. KAIST·머신러닝

    이기민

    관련도관련 논문 2편비중 4%
    • 2026MobileSafetyBench: Evaluating Safety of Autonomous Agents in Mobile Device ControlAAAI
    • 2025Benchmarking Mobile Device Control Agents across Diverse ConfigurationsCoLLAs
22. KAIST·컴퓨터 비전

    윤성의SGVR Lab

    관련도관련 논문 2편비중 4%
    • 2026Uncertainty-Aware Non-Prehensile Manipulation with Mobile Manipulators under Object-Induced OcclusionICRA
    • 2025Efficient Navigation Among Movable Obstacles using a Mobile Manipulator via Hierarchical Policy LearningIROS
23. SNU·AI 시스템

    김재준VLSI Lab

    관련도관련 논문 3편비중 6%
    • 2025LLM-on-the-Palm: Mobile LLM Inference with PIM-Enhanced NAND Flash MemoryICCAD
    • 2024A 10T2C Capacitive SRAM-based Computing-In-Memory Macro with Array-Embedded DAC and Shift-and-Add FunctionsCICC
    • 2023Squeezing Large-Scaling Diffusion Models for MobileICML
24. SNU·AI for Science

    김덕진SatGeo Lab

    관련도관련 논문 3편비중 5%
    • 2025On-device Target Velocity Estimation for High-Resolution SARAPISAT
    • 2024SAR-EdgeYOLO: Robust Bridge Detection in Low-Resolution SAR via Edge EnhancementIEEE Access
    • 2023Enhancing water-crossing bridge detection in low-resolution Sentinel-1 imagery with CycleGAN-enabled edge extractionAGU
25. Yonsei·AI 시스템

    김영석HPCP Lab

    관련도관련 논문 2편비중 7%
    • 2026RecoNN: A Resource Contention-Aware Runtime for Latency-Sensitive On-Device InferenceICCD
    • 2024Fully Harnessing the Performance Potential of DRAM-less Mobile Flash StorageMSST
26. POSTECH·그래픽스

    이승용, 조성현, 백승환CG Lab

    관련도관련 논문 2편비중 3%
    • 2026Edge-Aware Image Manipulation via Diffusion Models with a Novel Structure-Preservation LossWACV
    • 2024Deep Hybrid Camera Deblurring for Smartphone CamerasSIGGRAPH
27. KAIST·컴퓨터 비전

    오태현AMI Lab

    관련도관련 논문 2편비중 2%
    • 2025Factorized Multi-Resolution HashGrid for Efficient Neural Radiance Fields: Execution on Edge-DevicesIEEE RA-L
    • 2025Text-Embedded 3DGS as Enhanced Language EmbeddingsICCV
28. SNU·머신러닝

    박건웅Data Science & Machine Learning Lab

    관련도관련 논문 1편비중 14%
    • 2026Probabilistic Edge Modulation for High-Dimensional Causal DiscoveryUAI
29. SNU·컴퓨터 비전

    곽노준MIPAL Lab

    관련도관련 논문 2편비중 2%
    • 2025Deep Edge Filter: Return of the Human-Crafted Layer in Deep LearningNeurIPS
    • 2023Dual-stage Super-resolution for edge devicesIEEE Access
30. SNU·AI for Science

    손석우Weather and Climate Dynamics Lab

    관련도관련 논문 2편비중 2%
    • 2025Influence of baroclinic eddies on the Hadley cell edgeJournal of Climate
    • 2023Opposing shifts of the Hadley-cell edge and eddy-driven jet latitude in the Last Glacial Maximum: a parameter sweep study using a dynamical core GCMJournal of Climate
31. SNU·AI 시스템

    권태경MM Lab

    관련도관련 논문 1편비중 5%
    • 2026Case Study: PQC migration for Android Strongbox Keymaster on Samsung Galaxy Mobile DevicesIEEE Access
32. KAIST·머신러닝

    김기응AIPR Lab

    관련도관련 논문 1편비중 4%
    • 2026Same Tasks, Different Apps: Why Mobile GUI Agents Fail to Generalize?EMNLP Findings
33. SNU·AI for Science

    김경수AIBL

    관련도관련 논문 1편비중 3%
    • 2026TRACE: Your Diffusion Model is Secretly an Instance Edge DetectorICLR
34. SNU·머신러닝

    홍영준MLSC Lab

    관련도관련 논문 1편비중 3%
    • 2026Error as Signal: Stiffness-Aware Diffusion Sampling via Embedded Runge-Kutta GuidanceICLR
35. SNU·컴퓨터 비전

    박재식Visual & Geometric Intelligence Lab

    관련도관련 논문 1편비중 2%
    • 2026TRACE: Your Diffusion Model is Secretly an Instance Edge DetectorICLR
36. SNU·컴퓨터 비전

    이준석VIP Lab

    관련도관련 논문 1편비중 2%
    • 2026A Scalable Inter-edge Correlation Modeling in CopulaGNN for Link Sign PredictionICLR
37. KAIST·AI for Science

    최윤재

    관련도관련 논문 1편비중 2%
    • 2026ECG-Agent: On-Device Tool-Calling Agent for ECG Multi-Turn DialogueICASSP
38. Yonsei·컴퓨터 비전

    김선주CIPLab

    관련도관련 논문 1편비중 2%
    • 2026Freeze the Structure, Free the Color: Fourier-Domain Training for Unpaired Smartphone ISPCVPR
39. SNU·자연어처리·LLM

    유영재PI Lab

    관련도관련 논문 1편비중 1%
    • 2026MicroVLA: Edge-Deployable Vision Language Action at 10M ParametersRSS
40. SNU·머신러닝

    윤성로AI Lab

    관련도관련 논문 1편비중 1%
    • 2026MobileKGQA: On-Device KGQA System on Dynamic Mobile EnvironmentsICLR
41. KAIST·컴퓨터 비전

    김현우MLV Lab

    관련도관련 논문 1편비중 1%
    • 2026Error as Signal: Stiffness-Aware Diffusion Sampling via Embedded Runge-Kutta GuidanceICLR
42. KAIST·데이터 마이닝

    박찬영DSAIL

    관련도관련 논문 1편비중 1%
    • 2026Physics-Embedded Graph Neural Operator for Interaction-Controlled Colloidal AggregationWater Research
43. KAIST·머신러닝

    윤세영OSI Lab

    관련도관련 논문 1편비중 1%
    • 2026Generative Visual Code Mobile World ModelsICML
44. KU·자연어처리·LLM

    임희석NLP&AI Lab

    관련도관련 논문 1편비중 1%
    • 2026Code Redteaming: Probing Ethical Sensitivity of LLMs Through Natural Language Embedded in Code
45. SNU·인간-AI 상호작용2026 업데이트 중

    이준환HCI+D Lab

    관련도관련 논문 2편비중 7%
    • 2024Exploring Multi-faceted Motivations and Strategies Using Mobile Dating Applications: Case Study of Tinder Users in South KoreaPACM HCI
    • 2023The Power of Close Others: How Social Interactions Impact Older Adults’ Mobile Shopping ExperienceDIS
46. KAIST·머신러닝

    정송

    관련도관련 논문 1편비중 8%
    • 2025AoRA: AI-on-RAN Architecture for Backhaul-free Edge InferenceSIGCOMM
47. Yonsei·인간-AI 상호작용

    이병주YESLAB

    관련도관련 논문 1편비중 7%
    • 2025Hardware-Embedded Pointing Transfer Function Capable of Canceling OS GainsCHI
48. KAIST·AI 시스템

    한동수INA Lab

    관련도관련 논문 1편비중 4%
    • 2025SpecEdge: Scalable Edge-Assisted Serving Framework for Interactive LLMsNeurIPS
49. SNU·데이터 마이닝

    강필성DSBA Lab

    관련도관련 논문 1편비중 2%
    • 2025Normalizing flow-based latent space mapping for implicit pattern authentication on mobile devicesApplied Soft Computing
50. KAIST·데이터 마이닝

    이재길Data Mining Lab

    관련도관련 논문 1편비중 3%
    • 2025Leveraging Smartphone Human Interaction Routine Behavior Task Mining and Modeling for Daily Stress MonitoringIMWUT
51. SNU·데이터 마이닝

    강유Data Mining Lab

    관련도관련 논문 1편비중 2%
    • 2025Accurate Link Prediction for Edge-Incomplete Graphs via PU LearningAAAI
52. POSTECH·머신러닝

    김동우, 옥정슬, 박상돈, 박은혁ML Lab

    관련도관련 논문 1편비중 1%
    • 2025Influence Functions for Edge Edits in Non-Convex Graph Neural NetworksNeurIPS
53. Yonsei·데이터 마이닝

    박상현DELAB

    관련도관련 논문 1편비중 2%
    • 2025Advanced Knowledge Transfer: Refined Feature Distillation for Zero-Shot Quantization in Edge ComputingACM SAC
54. KAIST·AI 시스템2026 업데이트 중

    김세훈SEAL

    관련도관련 논문 1편비중 7%
    • 2024TinyAgent: Function Calling at the EdgeEMNLP
55. SNU·AI 시스템

    엄현상DCS Lab

    관련도관련 논문 1편비중 4%
    • 2024EnC-IoT: An Efficient Encryption and Access Control Framework based on IPFS for Decentralized IoTCCGrid
56. KU·AI for Science

    서현석IMPEL Lab

    관련도관련 논문 1편비중 4%
    • 2024RenseNet: A Deep Learning Network Incorporating Residual and Dense Blocks with Edge Conservative Module to Improve Small Lesion ClassificationCancers
57. SNU·머신러닝

    김태섭LAAL Lab

    관련도관련 논문 1편비중 3%
    • 2024Hollowed Net for On-Device Personalization of Text-to-Image Diffusion ModelsNeurIPS
58. SNU·인간-AI 상호작용

    서봉원Human Centered Computing Lab

    관련도관련 논문 1편비중 2%
    • 2024SymphoNEI: Symphony of Node and Edge Inductive Representations on Large Heterophilic GraphsLecture Notes in Computer Science
59. SNU·AI 시스템

    안정호SCALable Computer Architecture Lab

    관련도관련 논문 1편비중 2%
    • 2024Hechi: A Hybrid Approach for Efficient Memory Reclamation Techniques in Mobile SystemsIEEE Embedded Systems Letters
60. SNU·컴퓨터 비전

    조남익ISPL

    관련도관련 논문 1편비중 2%
    • 2024Fast On-Device Learning Framework for Single-Image Super-ResolutionIEEE Access

+19

2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.