주제로 연구실 찾기

1. SNU·AI 시스템

   엄현상DCS Lab

   관련도관련 논문 10편비중 36%연구 분야에 명시
   • 2026Penny: Reducing Storage Costs for Ethereum Synchronization with Hybrid Storage DevicesCLOUD
   • 2025ScaleLFS: A Log-Structured File System with Scalable Garbage Collection for Commodity SSDsFAST
   • 2025Z-LFS: A Zoned Namespace-tailored Log-structured File System for Commodity Small-zone ZNS SSDsUSENIX ATC
2. POSTECH·데이터 마이닝

   한욱신Data Systems Lab

   관련도관련 논문 7편비중 25%연구 분야에 명시
   • 2026Hi-Q: Hierarchical Evidence-guided Query Refinement for Multi-Hop Question AnsweringNeurIPS
   • 2025SAFE: Schema-Driven Approximate Distance Join for Efficient Knowledge Graph QueryingEMNLP
   • 2025Themis: A GPU-accelerated Relational Query Execution EngineVLDB
3. SNU·자연어처리·LLM

   황승원LDI Lab

   관련도관련 논문 7편비중 10%
   • 2026GR²: Mitigating Granularity Collapse via Adaptive Query Routing in Generative RetrievalEMNLP
   • 2026TaskPress: Query-Agnostic KV Cache Compression via Task-Guided PruningEMNLP
   • 2026Agentic Verification for Ambiguous Query DisambiguationACL Findings
4. SNU·AI 시스템

   이상원VLDB Lab

   관련도관련 논문 5편비중 50%연구 분야에 명시
   • 2026MatKV: Trading Compute for Flash Storage in LLM InferenceICDE
   • 2025Turbocharging Vector Databases using Modern SSDsVLDB
   • 2023LRU-C: Parallelizing Database I/Os for Flash SSDsVLDB
5. SNU·AI 시스템

   정형수DBX Lab

   관련도관련 논문 4편비중 44%연구 분야에 명시
   • 2026FORTE: Online DataFrame Query OptimizerCGO
   • 2025MDC+: A Cooperative Approach to Memory-Efficient Fork-based Checkpointing for In-Memory Database SystemsIEEE Transactions on Computers
   • 2024ISP Agent: A Generalized In-Storage-Processing Workload Offloading Framework by Providing Multiple Optimization OpportunitiesTACO
6. SNU·AI 시스템

   이진호AISys Lab

   관련도관련 논문 4편비중 10%
   • 2026A Cost-Effective Near-Storage Processing Solution for Offline Inference of Long-Context LLMsASPLOS
   • 2026FaScalSQL: A Fast and Scalable GPU-Accelerated SQL Query Engine for Out-of-Memory TablesICDE
   • 2026GriNNder: Breaking the Memory Capacity Wall in Full-Graph GNN Training with Storage OffloadingMLSys
7. KAIST·컴퓨터 비전

   김현우MLV Lab

   관련도관련 논문 4편비중 6%
   • 2026VideoSearch-R1: Iterative Video Retrieval and Reasoning via Soft Query RefinementECCV
   • 2026Improved Query Specialization for Transformer-based Visual Relationship DetectionInformation Sciences
   • 2026SVMemAgent: A Streaming Video Memory Agent for Query-Agnostic Online Frame SelectionECCV
8. Yonsei·AI 시스템

   박광현BDAI

   관련도관련 논문 3편비중 33%
   • 2026Exqutor: Extended Query Optimizer for Vector-augmented Analytical QueriesICDE
   • 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
9. SNU·자연어처리·LLM

   정교민MI Lab

   관련도관련 논문 4편비중 5%
   • 2026How You Ask Matters! Adaptive RAG Robustness to Query VariationsEMNLP
   • 2026CompCQR: Compositional Query Generation for Training-Free Conversational SearchEMNLP Findings
   • 2024IterCQR: Iterative Conversational Query Reformulation with Retrieval GuidanceNAACL
10. KAIST·데이터 마이닝

    이재길Data Mining Lab

    관련도관련 논문 3편비중 8%
    • 2026QuDAR: Query-Wise Dual-Perspective Adaptive RetrievalACL
    • 2026Towards Query-Agnostic RAG Evaluation via Query Coverage and Claim VerifiabilityCOLM
    • 2025MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained DevicesEMNLP Findings
11. KAIST·AI 시스템

    한동수INA Lab

    관련도관련 논문 4편비중 15%
    • 2026ProtoKV: Streaming Video Understanding under Delayed Query with Summary-State MemoryICML
    • 2025Efficient Disaggregated Cloud Storage for Cold Videos with Neural EnhancementIEEE Micro
    • 2023Neural Cloud Storage: Innovative Cloud Storage Solution for Cold VideoHotStorage
12. SNU·AI 시스템

    이재욱ARC Lab

    관련도관련 논문 4편비중 13%
    • 2025InstANNS: Scalable Approximate Nearest Neighbor Search via Cost-Efficient In-Storage ProcessingCIKM
    • 2025KVzip: Query-Agnostic KV Cache Compression with Context ReconstructionNeurIPS
    • 2025SkipLSM: Fast Retrieval of Hot Key-Value Pairs on LSM TreeACM SAC
13. SNU·자연어처리·LLM

    도재영AIDAS Lab

    관련도관련 논문 3편비중 9%
    • 2026MatKV: Trading Compute for Flash Storage in LLM InferenceICDE
    • 2025Turbocharging Vector Databases using Modern SSDsVLDB
    • 2023Accelerating Large-Scale Graph-Based Nearest Neighbor Search on a Computational Storage PlatformIEEE Transactions on Computers
14. Yonsei·AI 시스템

    김영석HPCP Lab

    관련도관련 논문 3편비중 11%
    • 2026FaScalSQL: A Fast and Scalable GPU-Accelerated SQL Query Engine for Out-of-Memory TablesICDE
    • 2024Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real SystemHPCA
    • 2024Fully Harnessing the Performance Potential of DRAM-less Mobile Flash StorageMSST
15. POSTECH·머신러닝

    김동우, 옥정슬, 박상돈, 박은혁ML Lab

    관련도관련 논문 3편비중 3%
    • 2026MOB-KV: Mixture of Basis for Key-Value Cache CompressionEMNLP
    • 2025Enhancing Cost Efficiency in Active Learning with Candidate Set QueryTMLR
    • 2023Active Learning for Semantic Segmentation with Multi-class Label QueryNeurIPS
16. SNU·컴퓨터 비전

    이준석VIP Lab

    관련도관련 논문 2편비중 4%
    • 2026From Matching to Reasoning: Query-Aware Long Video SummarizationNeurIPS
    • 2026QUATRO: Query-Adaptive Trust Region Policy Optimization for LLM Fine-tuningICML
17. SNU·자연어처리·LLM

    조요한

    관련도관련 논문 2편비중 4%
    • 2026Knowledge Editing with Subspace-Aware Key-Value MappingsICLR
    • 2026MatKV: Trading Compute for Flash Storage in LLM InferenceICDE
18. Yonsei·자연어처리·LLM

    이동하DLI Lab

    관련도관련 논문 3편비중 5%
    • 2025Improving Scientific Document Retrieval with Concept Coverage-based Query Set GenerationWSDM
    • 2025Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense RetrievalCOLM
    • 2024Taxonomy-guided Semantic Indexing for Academic Paper SearchEMNLP
19. SNU·자연어처리·LLM

    이상구IDS Lab

    관련도연구 분야에 명시
20. KAIST·AI 시스템

    김주영CAST Lab

    관련도관련 논문 3편비중 4%
    • 2025SCRec: A Scalable Computational Storage System with Statistical Sharding and Tensor-train Decomposition for Recommendation ModelsIEEE Transactions on Computers
    • 2025Darwin: A DRAM-based Multi-level Processing-in-Memory Architecture for Column-Oriented DatabaseIEEE TETC
    • 2024Trinity: In-Database Near-data Machine Learning Acceleration Platform for Advanced Data AnalyticsIEEE Access
21. Yonsei·머신러닝

    노승문AI-ISL

    관련도관련 논문 4편비중 11%
    • 2024Adaptable DNA Storage Coding: An Efficient Framework for Homopolymer Constraint TransitionsIEEE Access
    • 2024Efficient and Low-Complexity Variable-to-VariableLength Coding for DNA StorageBMC Bioinformatics
    • 2023Generative Adversarial Networks for DNA Storage Channel SimulatorIEEE Access
22. KAIST·데이터 마이닝

    신기정Data Mining Lab

    관련도관련 논문 2편비중 2%
    • 2026ReFuGe: Feature Generation for Prediction Tasks on Relational Databases with LLM AgentsWWW
    • 2025RDB2G-Bench: A Comprehensive Benchmark for Automatic Graph Modeling of Relational DatabasesNeurIPS
23. KAIST·머신러닝

    황성주MLAI Lab

    관련도관련 논문 2편비중 2%
    • 2026AdaPath: Query-Adaptive Path-Finding via Path-Bank for Multi-Hop Implicit Biomedical KGQAEMNLP
    • 2025Database-Augmented Query Representation for Information RetrievalEMNLP
24. SNU·컴퓨터 비전

    조남익ISPL

    관련도관련 논문 2편비중 3%
    • 2026STPose: Unseen Object Pose Estimation with a Single Template via Query-Aware 3D ReconstructionICPR
    • 2024UPVIS: upsampled video query for offline video instance segmentationMultimedia Tools and Applications
25. SNU·로보틱스

    최준원ADR Lab

    관련도관련 논문 3편비중 8%
    • 2025ProtoOcc: Accurate, Efficient 3D Occupancy Prediction Using Dual Branch Encoder-Prototype Query DecoderAAAI
    • 2023D-Align: Dual Query Co-attention Network for 3D Object Detection Based on Multi-frame Point Cloud SequenceICRA
    • 2023R-Pred: Two-Stage Motion Prediction Via Tube-Query Attention-Based Trajectory RefinementICCV
26. POSTECH·자연어처리·LLM

    이근배, 김형훈NLP Lab

    관련도관련 논문 2편비중 2%
    • 2025Multi-Facet Blending for Faceted Query-by-Example RetrievalACL
    • 2025GuRE:Generative Query REwriter for Legal Passage RetrievalEMNLP
27. SNU·AI 시스템

    안정호SCALable Computer Architecture Lab

    관련도관련 논문 2편비중 4%
    • 2025SSD Offloading for LLM Mixture-of-Experts Weights Considered Harmful in Energy EfficiencyIEEE Computer Architecture Letters
    • 2024Duplex: A Device for Large Language Models with Mixture of Experts, Grouped Query Attention, and Continuous BatchingMICRO
28. KAIST·머신러닝

    윤세영OSI Lab

    관련도관련 논문 2편비중 1%
    • 2025QuRe: Query-Relevant Retrieval through Hard Negative Sampling in Composed Image RetrievalICML
    • 2024Querying Easily Flip-flopped Samples for Deep Active LearningICLR
29. SNU·머신러닝

    송현오Machine Learning Lab

    관련도관련 논문 2편비중 13%
    • 2025KVzip: Query-Agnostic KV Cache Compression with Context ReconstructionNeurIPS
    • 2023Query-Efficient Black-Box Red Teaming via Bayesian OptimizationACL
30. SNU·AI 시스템

    성효진CODE Lab

    관련도관련 논문 1편비중 8%
    • 2026FORTE: Online DataFrame Query OptimizerCGO
31. POSTECH·컴퓨터 비전

    곽수하, 조민수, 손진희CV Lab

    관련도관련 논문 2편비중 2%
    • 2025Enhancing Cost Efficiency in Active Learning with Candidate Set QueryTMLR
    • 2023Active Learning for Semantic Segmentation with Multi-class Label QueryNeurIPS
32. KAIST·데이터 마이닝

    황의종Data Intelligence Lab

    관련도관련 논문 1편비중 4%
    • 2026Harnessing Temporal Databases for Systematic Evaluation of Factual Time-Sensitive Question-Answering in Large Language ModelsICLR
33. SNU·머신러닝

    이상학Causality Lab

    관련도관련 논문 1편비중 3%
    • 2026A Structural View of Query Misspecification in Causal Foundation ModelsICML
34. SNU·AI 시스템

    전동석MMS Lab

    관련도관련 논문 1편비중 3%
    • 2026Processing-in-Memory Architecture for In-Storage Information Retrieval on 3-D NAND Flash Solid-State DrivesIEEE TVLSI
35. SNU·AI for Science

    이동헌BiLab

    관련도관련 논문 1편비중 2%
    • 2026LongCXR-Agent: Query-Driven Tool Selection for Longitudinal Chest X-ray ReasoningMICCAI
36. KAIST·컴퓨터 비전

    윤성의SGVR Lab

    관련도관련 논문 1편비중 2%
    • 2026Towards Test-time Efficient Visual Place Recognition via Asymmetric Query ProcessingAAAI
37. KAIST·AI for Science

    최윤재

    관련도관련 논문 1편비중 2%
    • 2026From Conversation to Query Execution: Benchmarking User and Tool Interactions for EHR Database AgentsICLR
38. KU·인간-AI 상호작용

    서승호HUI

    관련도관련 논문 1편비중 2%
    • 2026Assessing Grid Penalized Reinforcement Learning for Renewable Energy Management of Power-to-X Integrated with Intermediate StorageIEEE Transactions on Sustainable Energy
39. Yonsei·자연어처리·LLM

    한요섭TOC Lab

    관련도관련 논문 1편비중 2%
    • 2026Query4Regex: Verifiable Regex Transformation through Formal Operations from NL and DSL QueriesEACL Findings
40. Yonsei·컴퓨터 비전

    황성재MICV Lab

    관련도관련 논문 1편비중 2%
    • 2026QWERTY: Training-Free Motion Control via Query-Warped Video Diffusion TransformersECCV
41. SNU·AI for Science

    손석우Weather and Climate Dynamics Lab

    관련도관련 논문 1편비중 1%
    • 2026A database of objectively identified atmospheric rivers based on a multi-method fusion algorithmEarth System Science Data
42. KAIST·데이터 마이닝

    박찬영DSAIL

    관련도관련 논문 1편비중 1%
    • 2026DefaultGNN: A Dual-Perspective GNN Framework for Predicting Corporate Default from Buyer-Seller Transaction NetworksCIKM
43. KAIST·머신러닝

    양은호MLI Lab

    관련도관련 논문 1편비중 1%
    • 2026EMR-AGENT: An LLM Agent Framework for Cohort and Feature Extraction from Heterogeneous EHR DatabasesEMNLP Findings
44. SNU·인간-AI 상호작용

    서진욱Human-Computer Interaction Lab

    관련도관련 논문 2편비중 4%
    • 2024IoLens: Visual Analytics System for Exploring Storage I/O Tracking ProcessPacificVis
    • 2023Efficacy Improvement in Searching MEDLINE Database using a Novel PubMed Visual Analytic System: EEEvisPLOS ONE
45. SNU·머신러닝

    이원종DRL Lab

    관련도관련 논문 1편비중 4%
    • 2025Enhancing Retrieval-Augmented Audio Captioning with Generation-Assisted Multimodal Querying and Progressive LearningINTERSPEECH
46. SNU·인간-AI 상호작용2026 업데이트 중

    이준환HCI+D Lab

    관련도관련 논문 1편비중 4%
    • 2025“Journey of Finding the Best Query”: Understanding the User Experience of AI Image Generation SystemInternational Journal of Human-Computer Interaction
47. Yonsei·컴퓨터 비전

    어영정Visual Intelligence Lab

    관련도관련 논문 1편비중 4%
    • 2025StyleKeeper: Prevent content leakage via a negative visual query guidanceICCV
48. KAIST·AI for Science

    김우연Intelligent Chemistry Lab

    관련도관련 논문 1편비중 3%
    • 2025HepatoToxicity Portal (HTP): an integrated database of drug-induced hepatotoxicity knowledgebase and graph neural network-based prediction modelJournal of Cheminformatics
49. POSTECH·음성·오디오

    서영주AIoT Lab

    관련도관련 논문 1편비중 3%
    • 2025Deep Learning-based Failure Detection for Safety Diagnostics of Hydrogen Storage VesselsSMART
50. KU·자연어처리·LLM

    임희석NLP&AI Lab

    관련도관련 논문 1편비중 1%
    • 2025LCIRC: A Recurrent Compression Approach for Efficient Long-form Context and Query Dependent Modeling in LLMsNAACL
51. Yonsei·데이터 마이닝

    박상현DELAB

    관련도관련 논문 1편비중 2%
    • 2025LatentTune: Efficient Tuning of High Dimensional Database Parameters via Latent Representation LearningHiPC
52. Yonsei·머신러닝

    송경우MLAI Lab

    관련도관련 논문 1편비중 1%
    • 2025Multi-Query Frequency Prompting for Physiological Signal Domain AdaptationKnowledge-Based Systems
53. KAIST·AI 시스템

    유민수VIA Research Group

    관련도관련 논문 1편비중 4%
    • 2024PreSto: An In-Storage Data Preprocessing System for Training Recommendation ModelsISCA
54. KU·머신러닝

    김성웅, 임성빈AGI Lab

    관련도관련 논문 1편비중 3%
    • 2024Query-based Cross-Modal Projector Bolstering Mamba Multimodal LLMEMNLP Findings
55. KAIST·인간-AI 상호작용

    김주호KIXLAB

    관련도관련 논문 1편비중 1%
    • 2024GenQuery: Supporting Expressive Visual Search with Generative ModelsCHI
56. KAIST·컴퓨터 비전

    심현정CVML Lab

    관련도관련 논문 1편비중 2%
    • 2024SeiT++: Masked Token Modeling Improves Storage-efficient TrainingECCV
57. KAIST·자연어처리·LLM

    오혜연U&I Lab

    관련도관련 논문 1편비중 1%
    • 2024Multi-hop Database Reasoning with Virtual Knowledge GraphKaLLM
58. KAIST·머신러닝

    신진우ALIN Lab

    관련도관련 논문 1편비중 1%
    • 2024Querying Easily Flip-flopped Samples for Deep Active LearningICLR
59. SNU·AI 시스템

    서지원Machine Learning Systems Lab

    관련도관련 논문 1편비중 8%
    • 2023ISP Agent: A Generalized In-Storage-Processing Workload Offloading Framework by Providing Multiple Optimization OpportunitiesTACO
60. Yonsei·AI for Science2026 업데이트 중

    남호정BIIL

    관련도관련 논문 1편비중 8%
    • 2023CanISO: a database of genomic and transcriptomic variations in domestic dog (Canis lupus familiaris)BMC Genomics

+2

2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.