주제로 연구실 찾기

1. SNU·AI 시스템

   이진호AISys Lab

   관련도관련 논문 11편비중 28%연구 분야에 명시
   • 2026FaScalSQL: A Fast and Scalable GPU-Accelerated SQL Query Engine for Out-of-Memory TablesICDE
   • 2026FlexiWalker: Extensible GPU Framework for Efficient Dynamic Random Walks with Runtime AdaptationEuroSys
   • 2026Spexis: Speculative Lookahead Scheduling for LLM InferenceEMNLP
2. SNU·AI 시스템

   안정호SCALable Computer Architecture Lab

   관련도관련 논문 8편비중 17%
   • 2026Cheddar: A Swift Fully Homomorphic Encryption Library Designed for GPU ArchitecturesASPLOS
   • 2026GPIR: Enabling Practical Private Information Retrieval with GPUsICS
   • 2026A Five-Year Journey to Accelerate Homomorphic Encryption with GPUs, Demonstrated by Sub-25ms CNN InferenceIEEE Micro
3. SNU·AI 시스템

   엄현상DCS Lab

   관련도관련 논문 7편비중 25%
   • 2026Enabling Zero-Knowledge Proving of Large Language Models on a Consumer GPUMASCOTS
   • 2026Q-CAR: A Noise and Congestion-Aware Deployment Scheme for Quantum Job Scheduling on Slurm ClustersEuro-Par (International Workshop on Quantum-HPC Workflows Resource Allocation and Scheduling)
   • 2025Markov Chain-Based Resource-Efficient and QoS-Aware Scheduling for Latency-Critical and Best-Effort TasksIEEE Access
4. SNU·AI 시스템

   이재진THUNDER Research Group

   관련도관련 논문 3편비중 16%연구 분야에 명시
   • 2026SEDD: Scalable and Efficient Dataset Deduplication with GPUsKDD
   • 2025SPipe: Hybrid GPU and CPU Pipeline for Training LLMs under Memory PressurePACT
   • 2024TCCL: Discovering Better Communication Paths for PCIe GPU ClustersASPLOS
5. SNU·인간-AI 상호작용

   서진욱Human-Computer Interaction Lab

   관련도관련 논문 5편비중 9%
   • 2026Distortion-aware Brushing for Reliable Cluster Analysis in Multidimensional ProjectionsIEEE TVCG
   • 2026TailVis: Expressive Visualization Refinement Preserving Data-Binding IntegrityVIS
   • 2025Measuring the Validity of Clustering Validation DatasetsTPAMI
6. SNU·AI 시스템

   전동석MMS Lab

   관련도관련 논문 4편비중 12%
   • 2026A Real-Time Deep Reinforcement Learning Processor for Mapless Autonomous Navigation With Unified Actor-Critic Network and Inference-on-Request SchedulingJSSC
   • 2025A 28-nm Real-Time Reinforcement Learning Processor for Mapless Autonomous Navigation with Unified Actor-Critic Network and Inference-on-Request SchedulingCICC
   • 2025CLAT: A Clustering-Based Attention Transformer Accelerator for Low-Latency Text Generation in LLMsTCAS-I
7. SNU·AI 시스템

   김재준VLSI Lab

   관련도관련 논문 4편비중 8%
   • 2026PRESTE: Preserving Tiny Exponent Precision for Efficient Sub-8-bit LLM Inference and Fine-TuningICCAD
   • 2025An eDRAM Digital In-Memory Neural Network Accelerator for High-Throughput and Extended Data Retention TimeDATE
   • 2025Integer Unit-based Outlier-Aware LLM Accelerator Preserving Numerical Accuracy of FP-FP GEMMDATE
8. SNU·AI 시스템

   서지원Machine Learning Systems Lab

   관련도관련 논문 3편비중 25%
   • 2026Spexis: Speculative and Lookahead Scheduling for LLM InferenceEMNLP
   • 2024ExeGPT: Constraint-Aware Resource Scheduling for LLM InferenceASPLOS
   • 2023ISP Agent: A Generalized In-Storage-Processing Workload Offloading Framework by Providing Multiple Optimization OpportunitiesTACO
9. SNU·AI 시스템

   성효진CODE Lab

   관련도관련 논문 3편비중 23%
   • 2026Aurora: A Disaggregated GPU-PNM-PIM System for High-Throughput Mixed-Length LLM InferenceICS
   • 2024Non-invasive, Memory Access-Triggered Near-Data Processing for DNN Training Acceleration on GPUsIEEE Access
   • 2023XLA-NDP: Efficient Scheduling and Code Generation for DL Model Training on Near-Data Processing MemoryIEEE Computer Architecture Letters
10. SNU·AI 시스템

    이영기HCS Lab

    관련도관련 논문 3편비중 9%
    • 2026Pendulum: Network-Compute Joint Scheduling for Efficient and Accurate MEC Live Video AnalyticsIEEE INFOCOM
    • 2025Clustered Error Correction with Grouped 4D Gaussian SplattingSIGGRAPH Asia
    • 2023Mosaic: Extremely Low-resolution RFID Vision for Privacy-preserving Action RecognitionIPSN
11. SNU·머신러닝

    박건웅Data Science & Machine Learning Lab

    관련도관련 논문 2편비중 29%
    • 2026Convex Distance Operator Transport: Convex and Geometry-Preserving FormulationICML
    • 2025Discretization: Privacy-preserving data publishing for causal discoveryComputational Statistics & Data Analysis
12. SNU·컴퓨터 비전

    곽노준MIPAL Lab

    관련도관련 논문 2편비중 2%
    • 2026ManiFusion: Unlocking High-Throughput Generation via Superposition in Manifold SpaceNeurIPS
    • 2026MoARa: Module-Aware Rank Allocation and Structure-Preserving Decomposition for Low-Rank LLM Pre-trainingEMNLP
13. SNU·머신러닝

    김용대IDEA Lab

    관련도관련 논문 2편비중 8%
    • 2026Fair Model-based ClusteringAAAI
    • 2025Fair Clustering via AlignmentICML
14. SNU·AI for Science

    이동헌BiLab

    관련도관련 논문 2편비중 4%
    • 2026CS-TTA: Preserving Concept Sensitivity in Test-Time AdaptationECCV
    • 2024Texture preserving low dose CT image denoising using Pearson divergencePhysics in Medicine and Biology
15. SNU·음성·오디오

    이교구MARG

    관련도관련 논문 2편비중 3%
    • 2026Toward Privacy-Preserving ASR: Speaker-Level Machine UnlearningINTERSPEECH
    • 2024String Sound Synthesizer On Gpu-Accelerated Finite Difference SchemeICASSP
16. SNU·컴퓨터 비전

    전세영ICL

    관련도관련 논문 2편비중 3%
    • 2026Fidelity-Preserving Zero-shot Diffusion Models for Highly Ill-posed Inverse Problems in Lensless ImagingImage and Vision Computing
    • 2023Towards accelerating model parallelism in distributed deep learning systemsPLOS ONE
17. SNU·AI 시스템

    하순회IRIS/CAPLAB

    관련도관련 논문 2편비중 13%
    • 2025Worst case response time analysis for completely fair scheduling in Linux systemsReal-Time Systems
    • 2024A Novel Throughput Enhancement Method for Deep Learning Applications on Mobile Devices With Heterogeneous ProcessorsIEEE Access
18. SNU·AI 시스템

    정형수DBX Lab

    관련도관련 논문 2편비중 22%
    • 2024ISP Agent: A Generalized In-Storage-Processing Workload Offloading Framework by Providing Multiple Optimization OpportunitiesTACO
    • 2023Deploying Computational Storage for HTAP DBMSs Takes More Than Just Computation OffloadingVLDB
19. SNU·AI 시스템

    이재욱ARC Lab

    관련도관련 논문 1편비중 3%
    • 2026GS-Scale: Unlocking Large-Scale 3D Gaussian Splatting Training via Host OffloadingASPLOS
20. SNU·데이터 마이닝

    강유Data Mining Lab

    관련도관련 논문 1편비중 2%
    • 2026SpikeRec: Accurate and Preference-Preserving Live-Streaming Recommendation under User-Sampled Signal LossCIKM
21. SNU·머신러닝

    이정우CML Lab

    관련도관련 논문 1편비중 2%
    • 2026Beyond Prompts: Preserving Semantics in Diffusion-based Semantic CommunicationIEEE WCL
22. SNU·컴퓨터 비전

    이준석VIP Lab

    관련도관련 논문 1편비중 2%
    • 2026Preserving Compositionality for Robust Multi-Subject Personalization in Text-to-Image GenerationUAI
23. SNU·로보틱스

    김현진LARR Lab

    관련도관련 논문 1편비중 1%
    • 2026Safe Multimodal Replanning via Projection-based Trajectory Clustering in Crowded EnvironmentsIEEE RA-L
24. SNU·컴퓨터 비전

    이경무, 한보형CV Lab

    관련도관련 논문 1편비중 1%
    • 2026Enhancing Mixture-of-Experts Specialization via Cluster-Aware UpcyclingCVPR
25. SNU·자연어처리·LLM

    황승원LDI Lab

    관련도관련 논문 1편비중 1%
    • 2026TAGQuant: Token-Aware Clustering for Group-Wise QuantizationEACL
26. SNU·AI 시스템

    권태경MM Lab

    관련도관련 논문 1편비중 5%
    • 2025PAVE: Information Flow Control for Privacy-Preserving Online Data Processing ServicesASPLOS
27. SNU·머신러닝

    양인순LDS Lab

    관련도관련 논문 1편비중 4%
    • 2025Robust continuous-time generation scheduling under power demand uncertainty: An affine decision rule approachCDC
28. SNU·자연어처리·LLM

    도재영AIDAS Lab

    관련도관련 논문 1편비중 3%
    • 2025Don’t Let It Fade: Preserving Edits in Diffusion Language Models via Token Timestep AllocationNeurIPS
29. SNU·AI for Science

    정수종Climate Lab

    관련도관련 논문 1편비중 2%
    • 2025Fiducial Reference Measurements for Greenhouse Gases (FRM4GHG): Validation of satellite (Sentinel-5 Precursor, OCO-2, and GOSAT) missions using the COllaborative Carbon Column Observing Network (COCCORemote Sensing
30. SNU·AI for Science

    정유성MICC Lab

    관련도관련 논문 1편비중 2%
    • 2025Unveiling high-performance hosts for blue OLEDs via deep learning and high-throughput virtual screeningChem. Eng. J
31. SNU·컴퓨터 비전

    김건희Vision & Learning Lab

    관련도관련 논문 1편비중 2%
    • 2025FedMeNF: Privacy-Preserving Federated Meta-Learning for Neural FieldsICCV
32. SNU·AI for Science

    김덕진SatGeo Lab

    관련도관련 논문 1편비중 2%
    • 2025Enhanced Vessel Trajectory Prediction using HDBSCAN-based Clustering and LSTM-based Seq2Seq ModelInternational Symposium on Remote Sensing
33. SNU·AI for Science

    김선BHI Lab

    관련도관련 논문 1편비중 2%
    • 2025Identification of severity related mutation hotspots in SARS-CoV-2 using a density-based clustering approachBioData Mining
34. SNU·컴퓨터 비전

    김영민3D Vision Lab

    관련도관련 논문 1편비중 2%
    • 2025Privacy-Preserving Visual Localization with Event CamerasIEEE TIP
35. SNU·자연어처리·LLM

    조요한

    관련도관련 논문 1편비중 2%
    • 2025Towards Lifelong Dialogue Agents via Timeline-based Memory ManagementNAACL
36. SNU·AI 시스템

    이창건RUBIS Lab

    관련도관련 논문 1편비중 6%
    • 2024Adaptive Frequency Cluster-Level Performance Profiler for Multi-Domain ApplicationsSERA
37. SNU·로보틱스

    박종우FCP Robotics Lab

    관련도관련 논문 1편비중 5%
    • 2024Graph Geometry-Preserving AutoencodersICML
38. SNU·머신러닝

    장병탁BI Lab

    관련도관련 논문 1편비중 1%
    • 2024Multi-Object RANSAC: Efficient Plane Clustering Method in a ClutterICRA
39. SNU·AI for Science

    차지욱Connectome Lab

    관련도관련 논문 1편비중 3%
    • 2024Quantum Privacy Aggregation of Teacher Ensembles (QPATE) for Privacy Preserving Quantum Machine LearningICASSP
40. 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

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