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1. KAIST·AI 시스템

   김주영CAST Lab

   관련도관련 논문 37편비중 55%연구 분야에 명시
   • 2026A 11.0 TOPS/W Diffusion Accelerator with Temporal Data Reuse for Real-Time Text-to-Motion GenerationJSSC
   • 2026Adelia: A 4-nm LLM Processing Unit with Streamlined Dataflow and Dual-Mode Parallelism for Maximizing Hardware EfficiencyJSSC
   • 2026APT: Accelerating Diffusion Transformers via Attention Probability-Guided Pruning and QuantizationICCAD
2. SNU·AI 시스템

   김재준VLSI Lab

   관련도관련 논문 25편비중 49%연구 분야에 명시
   • 2026CompactAttention: Accelerating Chunked Prefill with Block-Union KV SelectionNeurIPS
   • 2026PIMony: A DRAM-PIM Design for Harmonizing PIM and Memory Accesses with Minimal InterferenceDAC
   • 20263D Integration of Hybrid IGZO/Si and IGZO eDRAMs for High-Density/High-Performance On-Chip MemoryDATE
3. SNU·AI 시스템

   안정호SCALable Computer Architecture Lab

   관련도관련 논문 21편비중 44%연구 분야에 명시
   • 2026IVE: An Accelerator for Single-Server Private Information Retrieval Using Versatile Processing ElementsHPCA
   • 2026LILo: Harnessing the On-chip Accelerators in Intel CPUs for Compressed LLM Inference AccelerationHPCA
   • 2026RowArmor: Efficient and Comprehensive Protection Against DRAM Disturbance ErrorsASPLOS
4. Yonsei·AI 시스템

   김상엽EASY Lab

   관련도관련 논문 22편비중 42%연구 분야에 명시
   • 2025BROCA: A 52.4-559.2mW Mobile Social Agent System-on-Chip with Adaptive-Bit-Truncate Unit and Acoustic-Cluster Bit-GroupingISSCC
   • 2025ED-MPIM: An Energy-Efficient Event-Driven Smart Vision SoC With High-Linearity and Reconfigurable MRAM PIMJSSC
   • 2025EdgeDiff: 418.4mJ/inference Multi-modal Few-step Diffusion Model Accelerator with Mixed-Precision and Reordered Group-QuantizationISSCC
5. SNU·AI 시스템

   이진호AISys Lab

   관련도관련 논문 12편비중 31%연구 분야에 명시
   • 2026FaScalSQL: A Fast and Scalable GPU-Accelerated SQL Query Engine for Out-of-Memory TablesICDE
   • 2026LoCaLUT: Harnessing Capacity-Computation Tradeoffs for LUT-Based Inference in DRAM-PIMHPCA
   • 2026CRISP: End-to-End Fingerprint Recognition Leveraging Hardware-Anchored Liveness DetectionDSN
6. Yonsei·AI 시스템

   김영석HPCP Lab

   관련도관련 논문 12편비중 43%연구 분야에 명시
   • 2026FaScalSQL: A Fast and Scalable GPU-Accelerated SQL Query Engine for Out-of-Memory TablesICDE
   • 2026LoCaLUT: Harnessing Capacity-Computation Tradeoffs for LUT-Based Inference in DRAM-PIMHPCA
   • 2025LATPC: Accelerating GPU Address Translation Using Locality-Aware TLB Prefetching and MSHR CompressionMICRO
7. KAIST·AI 시스템

   유민수VIA Research Group

   관련도관련 논문 10편비중 36%연구 분야에 명시
   • 2026Agent-X: Full Pipeline Acceleration of On-device AI AgentsMobiSys
   • 2026PIM-malloc: A Fast and Scalable Dynamic Memory Allocator for Processing-In-Memory (PIM) ArchitecturesHPCA
   • 2026PREBA: A Hardware/Software Co-Design for Multi-Instance GPU based AI Inference ServersDAC
8. SNU·AI 시스템

   전동석MMS Lab

   관련도관련 논문 8편비중 24%연구 분야에 명시
   • 2026A 28nm 2GS/s Remote-Sensing On-Chip Oscilloscope Using Charge-Redistributing Voltage Transfer and Time-Domain Stochastic ADC with 1.6mV ResolutionVLSI Symposium
   • 2026Processing-in-Memory Architecture for In-Storage Information Retrieval on 3-D NAND Flash Solid-State DrivesIEEE TVLSI
   • 2025A 28nm 18.1μJ/acquisition End-to-End GPS Acquisition Accelerator with Energy-Accuracy-Driven Mixed-Radix IFFT and ROM-Assisted ComputingISSCC
9. SNU·AI 시스템

   성효진CODE Lab

   관련도관련 논문 6편비중 46%연구 분야에 명시
   • 2026Aurora: A Disaggregated GPU-PNM-PIM System for High-Throughput Mixed-Length LLM InferenceICS
   • 2026PLUG: Processing-in-memory LUT Gathering for Graph ANNSIEEE Computer Architecture Letters
   • 2025ATiM: Autotuning Tensor Programs for Processing-in-DRAMISCA
10. Yonsei·AI 시스템

    박광현BDAI

    관련도관련 논문 3편비중 33%연구 분야에 명시
    • 2026CANNON: A CXL-Based Near-Memory Processing Architecture for Approximate Nearest Neighbor Search on Real HardwareDAC
    • 2026FaScalSQL: A Fast and Scalable GPU-Accelerated SQL Query Engine for Out-of-Memory TablesICDE
    • 2023Trinity: In-Database Near-Data Machine Learning Acceleration Platform for Advanced Data AnalyticsIEEE Access
11. SNU·AI 시스템

    하순회IRIS/CAPLAB

    관련도관련 논문 4편비중 25%연구 분야에 명시
    • 2025Enabling Decoder-only Language Model Inference on a CNN AcceleratorICCAD
    • 2025Empowering Edge Devices With Processing-In-Memory for On-Device Language InferenceIEEE Embedded Systems Letters
    • 2025Vision Transformer Inference on a CNN AcceleratorICCD
12. SNU·AI 시스템

    이재욱ARC Lab

    관련도관련 논문 6편비중 19%
    • 2025FACIL: Flexible DRAM Address Mapping for SoC-PIM Cooperative On-device LLM InferenceHPCA
    • 2025FastPoint: Accelerating 3D Point Cloud Model Inference via Sample Point Distance PredictionICCV
    • 2024A Processing-using-Memory Architecture for Commodity DRAM Devices with Enhanced Compatibility and ReliabilityICCAD
13. KAIST·AI for Science

    예종철BISPL

    관련도관련 논문 4편비중 3%
    • 2026Accelerated Image Editing via Consistency-Aware Source Token PruningNeurIPS
    • 2026Accelerating Video Inverse Problem Solvers with Autoregressive Diffusion ModelsNeurIPS
    • 2024Decomposed Diffusion Sampler for Accelerating Large-Scale Inverse ProblemsICLR
14. SNU·AI 시스템

    유승주CMA Lab

    관련도관련 논문 2편비중 11%연구 분야에 명시
    • 2024NeRF-PIM: PIM Hardware-Software Co-design of Neural RenderingESWEEK (CODES+ISSS)
    • 2023Retrospective: A Scalable Processing-in-Memory Accelerator for Parallel Graph ProcessingISCA
15. KAIST·AI for Science

    김우연Intelligent Chemistry Lab

    관련도관련 논문 5편비중 14%
    • 2024Accelerated Chemical Science with AIDigital Discovery
    • 2024Deep Learning-Based Chemical Similarity for Accelerated Organic Light-Emitting Diode Materials DiscoveryJournal of Chemical Information and Modeling
    • 2024Efficient Shift-and-Invert Preconditioning for Multi-GPU Accelerated Density Functional CalculationsJ. Chem. Theory Comput
16. SNU·머신러닝

    양인순LDS Lab

    관련도관련 논문 4편비중 14%
    • 2026Lookahead-gradient dynamics for Nesterov acceleration in continuous timeCDC
    • 2024Anderson acceleration for partially observable Markov decision processes: A maximum entropy approachAutomatica
    • 2023Convergence analysis of ODE models for accelerated first-order methods via positive semidefinite kernelsNeurIPS
17. KAIST·머신러닝

    신진우ALIN Lab

    관련도관련 논문 3편비중 2%
    • 2026Decoupled MeanFlow: Turning Flow Models into Flow Maps for Accelerated SamplingICLR
    • 2025Accelerated Test-Time Scaling with Model-Free Speculative SamplingEMNLP
    • 2023Accelerating Reinforcement Learning with Value-Conditional State Entropy ExplorationNeurIPS
18. KAIST·머신러닝

    윤철희OptiML Lab

    관련도관련 논문 2편비중 5%
    • 2026Layer Verification Accelerates Speculative Tree DecodingICML
    • 2026Stronger Lower Bounds for (Non-)Anytime Acceleration of Gradient DescentNeurIPS
19. POSTECH·머신러닝

    김동우, 옥정슬, 박상돈, 박은혁ML Lab

    관련도관련 논문 2편비중 2%
    • 2026Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual GenerationICML
    • 2026Fast and Energy-Efficient Support for Low-Precision LLMs on PIMDATE
20. SNU·AI 시스템2026 업데이트 중

    이혁재CAPP Lab

    관련도연구 분야에 명시
21. KAIST·AI 시스템

    한동수INA Lab

    관련도관련 논문 3편비중 12%
    • 2025Low-Overhead Intra-Host Container Communication With Hardware OffloadingIEEE/ACM ToN
    • 2024Accelerating Model Training in Multi-cluster Environments with Consumer-grade GPUsSIGCOMM
    • 2023AccelIR: Task-aware Image Compression for Accelerating Neural RestorationCVPR
22. KAIST·머신러닝

    문일철AAI Lab

    관련도관련 논문 2편비중 5%
    • 2026AC-Sampler: Accelerate and Correct Diffusion Sampling with Metropolis-Hastings AlgorithmICLR
    • 2024DEVS-Based Simulation Acceleration for AI Training: Unmanned Surface Vehicle CaseWSC
23. KU·인간-AI 상호작용

    서승호HUI

    관련도관련 논문 2편비중 3%
    • 2025PIM: Physics-Informed Multi-task Pre-training for Improving Inertial Sensor-Based Human Activity RecognitionABC
    • 2025Spend More to Save More (SM2): An Energy and Hardware-Aware Implementation of Successive Halving for Sustainable Hyperparameter OptimizationARCS
24. KAIST·음성·오디오

    정준선Multimodal AI Lab

    관련도관련 논문 2편비중 2%
    • 2025Accelerating Codec-based Speech Synthesis with Multi-Token Prediction and Speculative DecodingICASSP
    • 2025Accelerating Diffusion-based Text-to-Speech Model Training with Dual Modality AlignmentINTERSPEECH
25. SNU·AI 시스템

    서지원Machine Learning Systems Lab

    관련도관련 논문 2편비중 17%
    • 2025PIM-CARE: A Compiler-Assisted Dynamic Resource Allocation Framework for Real-world DRAM PIMICS
    • 2024Discovering Efficient Fused Layer Configurations for Executing Multi-Workloads on Multi-core NPUsDATE
26. SNU·컴퓨터 비전

    전세영ICL

    관련도관련 논문 2편비중 3%
    • 2026Training-free Mixed-Resolution Latent Upsampling for Spatially Accelerated Diffusion TransformersCVPR
    • 2023Towards accelerating model parallelism in distributed deep learning systemsPLOS ONE
27. KAIST·머신러닝

    김희영Engineering Data Science Lab

    관련도관련 논문 3편비중 9%
    • 2024Classification of Chip-level Defect Types in Wafer Bin Maps Using Only Wafer-level LabelsASME Journal of Manufacturing Science and Engineering
    • 2023Prediction of Highly Imbalanced Semiconductor Chip-Level Defects in Module Tests Using Multimodal Fusion and Logit AdjustmentIEEE Transactions on Semiconductor Manufacturing
    • 2023Prediction of highly imbalanced semiconductor chip-level defects using uncertainty-based adaptive margin learningIISE Transactions
28. Yonsei·컴퓨터 비전

    김선주CIPLab

    관련도관련 논문 2편비중 4%
    • 2025Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMsICCV
    • 2024Accelerating Large Image Super-Resolution Networks with Pixel-Level ClassificationECCV
29. SNU·AI 시스템

    이영기HCS Lab

    관련도관련 논문 2편비중 6%
    • 2025TinyMem: Boosting Multi-DNN Inference on Tiny AI Accelerators with Weight Memory VirtualizationACM Hotmobile
    • 2023Aggressive SRAM Voltage Scaling and Error Mitigation for Approximate DNN InferenceMobiCom
30. Yonsei·AI 시스템

    박성훈MAIS Lab

    관련도관련 논문 1편비중 8%
    • 2026viNPU: Optimizing Vision Transformer Inference on Mobile NPUsEuroSys
31. Yonsei·AI 시스템

    차호정MOBED

    관련도관련 논문 1편비중 5%
    • 2026viNPU: Optimizing Vision Transformer Inference on Mobile NPUsEuroSys
32. KAIST·데이터 마이닝

    이재길Data Mining Lab

    관련도관련 논문 1편비중 3%
    • 2026Accelerating Diffusion via Hybrid Data-Pipeline Parallelism Based on Conditional Guidance SchedulingCVPR
33. SNU·컴퓨터 비전

    김영민3D Vision Lab

    관련도관련 논문 1편비중 2%
    • 2026Accelerated Likelihood Maximization for Diffusion-based Versatile Content GenerationECCV
34. SNU·AI for Science

    이동헌BiLab

    관련도관련 논문 1편비중 2%
    • 2026Prediction of Left Ventricular Systolic Dysfunction in Left Bundle Branch Block using a Fine-Tuned ECG Foundation ModelScientific Reports
35. SNU·AI for Science

    정유성MICC Lab

    관련도관련 논문 1편비중 2%
    • 2026AI for Accelerated Materials Discovery: From Generative Design to Autonomous RealizationChem. Rev
36. KAIST·컴퓨터 비전

    김승룡CV Lab

    관련도관련 논문 1편비중 1%
    • 2026Understanding and Accelerating the Training of Masked Diffusion Language ModelsICML
37. KAIST·컴퓨터 비전

    노용만IVY Lab

    관련도관련 논문 1편비중 1%
    • 2026PhysCache: Accelerating Physics-Sensitive Image Editing with Risk-Aware CachingBMVC
38. KU·AI for Science

    감태의Medical AI Lab

    관련도관련 논문 1편비중 1%
    • 2026Core-Halo ILT: A Modular Open-Source Framework for Full-Chip Mask OptimizationISOCC
39. SNU·AI 시스템

    엄현상DCS Lab

    관련도관련 논문 2편비중 7%
    • 2024ScaleDFS: Accelerating Decentralized and Private File Sharing via Scaling Directed Acyclic Graph ProcessingHPDC
    • 2023Accelerating I/O performance of ZFS-based Lustre file system in HPC environmentJournal of Supercomputing
40. KU·자연어처리·LLM

    이상근Data Intelligence Lab

    관련도관련 논문 2편비중 6%
    • 2024SparseFlow: Accelerating Transformers by Sparsifying Information FlowsACL
    • 2023Leap-of-Thought: Accelerating Transformers via Dynamic Token RoutingEMNLP
41. KAIST·머신러닝

    이주호SIML Lab

    관련도관련 논문 2편비중 3%
    • 2024A simple early exiting framework for accelerated sampling in diffusion modelsICML
    • 2023Early exiting for accelerated inference in diffusion modelsICML
42. KAIST·AI 시스템2026 업데이트 중

    김세훈SEAL

    관련도관련 논문 1편비중 7%
    • 2025Squeezed Attention: Accelerating Long Context Length LLM InferenceACL
43. Yonsei·인간-AI 상호작용

    이병주YESLAB

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

    권태경MM Lab

    관련도관련 논문 1편비중 5%
    • 2025PQTLS-AD: Post-quantum TLS Accelerated with DNSICCCN
45. KAIST·머신러닝

    문재균

    관련도관련 논문 1편비중 5%
    • 2025Adaptive Energy Alignment for Accelerating Test-Time AdaptationICLR
46. POSTECH·데이터 마이닝

    한욱신Data Systems Lab

    관련도관련 논문 1편비중 4%
    • 2025Themis: A GPU-accelerated Relational Query Execution EngineVLDB
47. KU·AI for Science

    서현석IMPEL Lab

    관련도관련 논문 1편비중 4%
    • 2025Self-supervised deep learning model for denoising and distortion correction in accelerated echo planar imagingISMRM
48. SNU·AI for Science

    차지욱Connectome Lab

    관련도관련 논문 1편비중 3%
    • 2025It's-A-Me, Quantum Mario: Scalable Quantum Reinforcement Learning with Multi-Chip EnsemblesQAI
49. Yonsei·머신러닝

    한동준Edge AI Lab

    관련도관련 논문 1편비중 2%
    • 2025Adaptive Energy Alignment for Accelerating Test-Time AdaptationICLR
50. KAIST·데이터 마이닝

    박노성BigDyL

    관련도관련 논문 1편비중 1%
    • 2025DANCE++: Differentiable Accelerator/Network Co-Exploration with Hard Constraints and Data-Free Training for Real-World ScenariosIEEE TCAD
51. KAIST·머신러닝

    양은호MLI Lab

    관련도관련 논문 1편비중 1%
    • 2025LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative DecodingICLR
52. POSTECH·컴퓨터 비전

    김광인MLV Group

    관련도관련 논문 1편비중 8%
    • 2024In search of a data transformation that accelerates neural field trainingCVPR
53. POSTECH·AI 시스템

    전명재OMNIA Lab

    관련도관련 논문 1편비중 8%
    • 2024FusionFlow: Accelerating Data Preprocessing for Machine Learning with CPU-GPU CooperationVLDB
54. KU·머신러닝

    김성웅, 임성빈AGI Lab

    관련도관련 논문 1편비중 3%
    • 2024Uncertainty-Aware Rank-One MIMO Q Network Framework for Accelerated Offline Reinforcement LearningIEEE Access
55. SNU·컴퓨터 비전

    이경무, 한보형CV Lab

    관련도관련 논문 1편비중 1%
    • 2024Communication-Efficient Federated Learning with Accelerated Client GradientCVPR
56. SNU·음성·오디오

    이교구MARG

    관련도관련 논문 1편비중 1%
    • 2024String Sound Synthesizer On Gpu-Accelerated Finite Difference SchemeICASSP
57. SNU·로보틱스

    최준원ADR Lab

    관련도관련 논문 1편비중 3%
    • 2024SPADE: Sparse Pillar-based 3D Object Detection Accelerator for Autonomous DrivingHPCA
58. SNU·머신러닝

    홍영준MLSC Lab

    관련도관련 논문 1편비중 3%
    • 2024Constant Acceleration FlowNeurIPS
59. KAIST·컴퓨터 비전

    김현우MLV Lab

    관련도관련 논문 1편비중 1%
    • 2024Constant Acceleration FlowNeurIPS
60. POSTECH·머신러닝

    이재호EffL Lab

    관련도관련 논문 1편비중 3%
    • 2024In Search of a Data Transformation that Accelerates Neural Field TrainingCVPR

+5

2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.