관련 연구실
등급은 학회·저널 분류이며 연구실 순위가 아닙니다.
- SNUAI 시스템
엄현상DCS Lab
관련 논문 10편비중 36%연구 분야에 명시- 2026Penny: Reducing Storage Costs for Ethereum Synchronization with Hybrid Storage Devices CLOUD
- 2025ScaleLFS: A Log-Structured File System with Scalable Garbage Collection for Commodity SSDs FAST
- 2025Z-LFS: A Zoned Namespace-tailored Log-structured File System for Commodity Small-zone ZNS SSDs USENIX ATC
- POSTECH데이터 마이닝
한욱신Data Systems Lab
관련 논문 7편비중 25%연구 분야에 명시- 2026Hi-Q: Hierarchical Evidence-guided Query Refinement for Multi-Hop Question Answering NeurIPS
- 2025SAFE: Schema-Driven Approximate Distance Join for Efficient Knowledge Graph Querying EMNLP
- 2025Themis: A GPU-accelerated Relational Query Execution Engine VLDB
- SNU자연어처리·LLM
황승원LDI Lab
관련 논문 7편비중 10%- 2026GR²: Mitigating Granularity Collapse via Adaptive Query Routing in Generative Retrieval EMNLP
- 2026TaskPress: Query-Agnostic KV Cache Compression via Task-Guided Pruning EMNLP
- 2026Agentic Verification for Ambiguous Query Disambiguation ACL Findings
- SNUAI 시스템
이상원VLDB Lab
관련 논문 5편비중 50%연구 분야에 명시- 2026MatKV: Trading Compute for Flash Storage in LLM Inference ICDE
- 2025Turbocharging Vector Databases using Modern SSDs VLDB
- 2023LRU-C: Parallelizing Database I/Os for Flash SSDs VLDB
- SNUAI 시스템
정형수DBX Lab
관련 논문 4편비중 44%연구 분야에 명시- 2026FORTE: Online DataFrame Query Optimizer CGO
- 2025MDC+: A Cooperative Approach to Memory-Efficient Fork-based Checkpointing for In-Memory Database Systems IEEE Transactions on Computers
- 2024ISP Agent: A Generalized In-Storage-Processing Workload Offloading Framework by Providing Multiple Optimization Opportunities TACO
- SNUAI 시스템
이진호AISys Lab
관련 논문 4편비중 10%- 2026A Cost-Effective Near-Storage Processing Solution for Offline Inference of Long-Context LLMs ASPLOS
- 2026FaScalSQL: A Fast and Scalable GPU-Accelerated SQL Query Engine for Out-of-Memory Tables ICDE
- 2026GriNNder: Breaking the Memory Capacity Wall in Full-Graph GNN Training with Storage Offloading MLSys
- KAIST컴퓨터 비전
김현우MLV Lab
관련 논문 4편비중 6%- 2026VideoSearch-R1: Iterative Video Retrieval and Reasoning via Soft Query Refinement ECCV
- 2026Improved Query Specialization for Transformer-based Visual Relationship Detection Information Sciences
- 2026SVMemAgent: A Streaming Video Memory Agent for Query-Agnostic Online Frame Selection ECCV
- YonseiAI 시스템
박광현BDAI
관련 논문 3편비중 33%- 2026Exqutor: Extended Query Optimizer for Vector-augmented Analytical Queries ICDE
- 2026FaScalSQL: A Fast and Scalable GPU-Accelerated SQL Query Engine for Out-of-Memory Tables ICDE
- 2023Trinity: In-Database Near-Data Machine Learning Acceleration Platform for Advanced Data Analytics IEEE Access
- SNU자연어처리·LLM
정교민MI Lab
관련 논문 4편비중 5%- 2026How You Ask Matters! Adaptive RAG Robustness to Query Variations EMNLP
- 2026CompCQR: Compositional Query Generation for Training-Free Conversational Search EMNLP Findings
- 2024IterCQR: Iterative Conversational Query Reformulation with Retrieval Guidance NAACL
- KAIST데이터 마이닝
이재길Data Mining Lab
관련 논문 3편비중 8%- 2026QuDAR: Query-Wise Dual-Perspective Adaptive Retrieval ACL
- 2026Towards Query-Agnostic RAG Evaluation via Query Coverage and Claim Verifiability COLM
- 2025MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices EMNLP Findings
- KAISTAI 시스템
한동수INA Lab
관련 논문 4편비중 15%- 2026ProtoKV: Streaming Video Understanding under Delayed Query with Summary-State Memory ICML
- 2025Efficient Disaggregated Cloud Storage for Cold Videos with Neural Enhancement IEEE Micro
- 2023Neural Cloud Storage: Innovative Cloud Storage Solution for Cold Video HotStorage
- SNUAI 시스템
이재욱ARC Lab
관련 논문 4편비중 13%- 2025InstANNS: Scalable Approximate Nearest Neighbor Search via Cost-Efficient In-Storage Processing CIKM
- 2025KVzip: Query-Agnostic KV Cache Compression with Context Reconstruction NeurIPS
- 2025SkipLSM: Fast Retrieval of Hot Key-Value Pairs on LSM Tree ACM SAC
- SNU자연어처리·LLM
도재영AIDAS Lab
관련 논문 3편비중 9%- 2026MatKV: Trading Compute for Flash Storage in LLM Inference ICDE
- 2025Turbocharging Vector Databases using Modern SSDs VLDB
- 2023Accelerating Large-Scale Graph-Based Nearest Neighbor Search on a Computational Storage Platform IEEE Transactions on Computers
- YonseiAI 시스템
김영석HPCP Lab
관련 논문 3편비중 11%- 2026FaScalSQL: A Fast and Scalable GPU-Accelerated SQL Query Engine for Out-of-Memory Tables ICDE
- 2024Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System HPCA
- 2024Fully Harnessing the Performance Potential of DRAM-less Mobile Flash Storage MSST
- POSTECH머신러닝
김동우, 옥정슬, 박상돈, 박은혁ML Lab
관련 논문 3편비중 3%- 2026MOB-KV: Mixture of Basis for Key-Value Cache Compression EMNLP
- 2025Enhancing Cost Efficiency in Active Learning with Candidate Set Query TMLR
- 2023Active Learning for Semantic Segmentation with Multi-class Label Query NeurIPS
- SNU컴퓨터 비전
이준석VIP Lab
관련 논문 2편비중 4%- 2026From Matching to Reasoning: Query-Aware Long Video Summarization NeurIPS
- 2026QUATRO: Query-Adaptive Trust Region Policy Optimization for LLM Fine-tuning ICML
- SNU자연어처리·LLM
조요한
관련 논문 2편비중 4%- 2026Knowledge Editing with Subspace-Aware Key-Value Mappings ICLR
- 2026MatKV: Trading Compute for Flash Storage in LLM Inference ICDE
- SNU자연어처리·LLM
이상구IDS Lab
연구 분야에 명시 - Yonsei자연어처리·LLM
이동하DLI Lab
관련 논문 3편비중 5%- 2025Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation WSDM
- 2025Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense Retrieval COLM
- 2024Taxonomy-guided Semantic Indexing for Academic Paper Search EMNLP
- KAISTAI 시스템
김주영CAST Lab
관련 논문 3편비중 4%- 2025SCRec: A Scalable Computational Storage System with Statistical Sharding and Tensor-train Decomposition for Recommendation Models IEEE Transactions on Computers
- 2025Darwin: A DRAM-based Multi-level Processing-in-Memory Architecture for Column-Oriented Database IEEE TETC
- 2024Trinity: In-Database Near-data Machine Learning Acceleration Platform for Advanced Data Analytics IEEE Access
- Yonsei머신러닝
노승문AI-ISL
관련 논문 4편비중 11%- 2024Adaptable DNA Storage Coding: An Efficient Framework for Homopolymer Constraint Transitions IEEE Access
- 2024Efficient and Low-Complexity Variable-to-VariableLength Coding for DNA Storage BMC Bioinformatics
- 2023Generative Adversarial Networks for DNA Storage Channel Simulator IEEE Access
- KAIST데이터 마이닝
신기정Data Mining Lab
관련 논문 2편비중 2%- 2026ReFuGe: Feature Generation for Prediction Tasks on Relational Databases with LLM Agents WWW
- 2025RDB2G-Bench: A Comprehensive Benchmark for Automatic Graph Modeling of Relational Databases NeurIPS
- KAIST머신러닝
황성주MLAI Lab
관련 논문 2편비중 2%- 2026AdaPath: Query-Adaptive Path-Finding via Path-Bank for Multi-Hop Implicit Biomedical KGQA EMNLP
- 2025Database-Augmented Query Representation for Information Retrieval EMNLP
- SNU컴퓨터 비전
조남익ISPL
관련 논문 2편비중 3%- 2026STPose: Unseen Object Pose Estimation with a Single Template via Query-Aware 3D Reconstruction ICPR
- 2024UPVIS: upsampled video query for offline video instance segmentation Multimedia Tools and Applications
- SNU로보틱스
최준원ADR Lab
관련 논문 3편비중 8%- 2025ProtoOcc: Accurate, Efficient 3D Occupancy Prediction Using Dual Branch Encoder-Prototype Query Decoder AAAI
- 2023D-Align: Dual Query Co-attention Network for 3D Object Detection Based on Multi-frame Point Cloud Sequence ICRA
- 2023R-Pred: Two-Stage Motion Prediction Via Tube-Query Attention-Based Trajectory Refinement ICCV
- POSTECH자연어처리·LLM
이근배, 김형훈NLP Lab
관련 논문 2편비중 2%- 2025Multi-Facet Blending for Faceted Query-by-Example Retrieval ACL
- 2025GuRE:Generative Query REwriter for Legal Passage Retrieval EMNLP
- SNUAI 시스템
안정호SCALable Computer Architecture Lab
관련 논문 2편비중 4%- 2025SSD Offloading for LLM Mixture-of-Experts Weights Considered Harmful in Energy Efficiency IEEE Computer Architecture Letters
- 2024Duplex: A Device for Large Language Models with Mixture of Experts, Grouped Query Attention, and Continuous Batching MICRO
- KAIST머신러닝
윤세영OSI Lab
관련 논문 2편비중 1%- 2025QuRe: Query-Relevant Retrieval through Hard Negative Sampling in Composed Image Retrieval ICML
- 2024Querying Easily Flip-flopped Samples for Deep Active Learning ICLR
- SNU머신러닝
송현오Machine Learning Lab
관련 논문 2편비중 13%- 2025KVzip: Query-Agnostic KV Cache Compression with Context Reconstruction NeurIPS
- 2023Query-Efficient Black-Box Red Teaming via Bayesian Optimization ACL
- SNUAI 시스템
성효진CODE Lab
관련 논문 1편비중 8%- 2026FORTE: Online DataFrame Query Optimizer CGO
- POSTECH컴퓨터 비전
곽수하, 조민수, 손진희CV Lab
관련 논문 2편비중 2%- 2025Enhancing Cost Efficiency in Active Learning with Candidate Set Query TMLR
- 2023Active Learning for Semantic Segmentation with Multi-class Label Query NeurIPS
- KAIST데이터 마이닝
황의종Data Intelligence Lab
관련 논문 1편비중 4%- 2026Harnessing Temporal Databases for Systematic Evaluation of Factual Time-Sensitive Question-Answering in Large Language Models ICLR
- SNU머신러닝
이상학Causality Lab
관련 논문 1편비중 3%- 2026A Structural View of Query Misspecification in Causal Foundation Models ICML
- SNUAI 시스템
전동석MMS Lab
관련 논문 1편비중 3%- 2026Processing-in-Memory Architecture for In-Storage Information Retrieval on 3-D NAND Flash Solid-State Drives IEEE TVLSI
- SNUAI for Science
이동헌BiLab
관련 논문 1편비중 2%- 2026LongCXR-Agent: Query-Driven Tool Selection for Longitudinal Chest X-ray Reasoning MICCAI
- KAIST컴퓨터 비전
윤성의SGVR Lab
관련 논문 1편비중 2%- 2026Towards Test-time Efficient Visual Place Recognition via Asymmetric Query Processing AAAI
- KAISTAI for Science
최윤재
관련 논문 1편비중 2%- 2026From Conversation to Query Execution: Benchmarking User and Tool Interactions for EHR Database Agents ICLR
- KU인간-AI 상호작용
서승호HUI
관련 논문 1편비중 2%- 2026Assessing Grid Penalized Reinforcement Learning for Renewable Energy Management of Power-to-X Integrated with Intermediate Storage IEEE Transactions on Sustainable Energy
- Yonsei자연어처리·LLM
한요섭TOC Lab
관련 논문 1편비중 2%- 2026Query4Regex: Verifiable Regex Transformation through Formal Operations from NL and DSL Queries EACL Findings
- Yonsei컴퓨터 비전
황성재MICV Lab
관련 논문 1편비중 2%- 2026QWERTY: Training-Free Motion Control via Query-Warped Video Diffusion Transformers ECCV
- SNUAI for Science
손석우Weather and Climate Dynamics Lab
관련 논문 1편비중 1%- 2026A database of objectively identified atmospheric rivers based on a multi-method fusion algorithm Earth System Science Data
- KAIST데이터 마이닝
박찬영DSAIL
관련 논문 1편비중 1%- 2026DefaultGNN: A Dual-Perspective GNN Framework for Predicting Corporate Default from Buyer-Seller Transaction Networks CIKM
- KAIST머신러닝
양은호MLI Lab
관련 논문 1편비중 1%- 2026EMR-AGENT: An LLM Agent Framework for Cohort and Feature Extraction from Heterogeneous EHR Databases EMNLP Findings
- SNU인간-AI 상호작용
서진욱Human-Computer Interaction Lab
관련 논문 2편비중 4%- 2024IoLens: Visual Analytics System for Exploring Storage I/O Tracking Process PacificVis
- 2023Efficacy Improvement in Searching MEDLINE Database using a Novel PubMed Visual Analytic System: EEEvis PLOS ONE
- SNU머신러닝
이원종DRL Lab
관련 논문 1편비중 4%- 2025Enhancing Retrieval-Augmented Audio Captioning with Generation-Assisted Multimodal Querying and Progressive Learning INTERSPEECH
- SNU인간-AI 상호작용2026 업데이트 중
이준환HCI+D Lab
관련 논문 1편비중 4%- 2025“Journey of Finding the Best Query”: Understanding the User Experience of AI Image Generation System International Journal of Human-Computer Interaction
- Yonsei컴퓨터 비전
어영정Visual Intelligence Lab
관련 논문 1편비중 4%- 2025StyleKeeper: Prevent content leakage via a negative visual query guidance ICCV
- KAISTAI for Science
김우연Intelligent Chemistry Lab
관련 논문 1편비중 3%- 2025HepatoToxicity Portal (HTP): an integrated database of drug-induced hepatotoxicity knowledgebase and graph neural network-based prediction model Journal of Cheminformatics
- POSTECH음성·오디오
서영주AIoT Lab
관련 논문 1편비중 3%- 2025Deep Learning-based Failure Detection for Safety Diagnostics of Hydrogen Storage Vessels SMART
- KU자연어처리·LLM
임희석NLP&AI Lab
관련 논문 1편비중 1%- 2025LCIRC: A Recurrent Compression Approach for Efficient Long-form Context and Query Dependent Modeling in LLMs NAACL
- Yonsei데이터 마이닝
박상현DELAB
관련 논문 1편비중 2%- 2025LatentTune: Efficient Tuning of High Dimensional Database Parameters via Latent Representation Learning HiPC
- Yonsei머신러닝
송경우MLAI Lab
관련 논문 1편비중 1%- 2025Multi-Query Frequency Prompting for Physiological Signal Domain Adaptation Knowledge-Based Systems
- KAISTAI 시스템
유민수VIA Research Group
관련 논문 1편비중 4%- 2024PreSto: An In-Storage Data Preprocessing System for Training Recommendation Models ISCA
- KU머신러닝
김성웅, 임성빈AGI Lab
관련 논문 1편비중 3%- 2024Query-based Cross-Modal Projector Bolstering Mamba Multimodal LLM EMNLP Findings
- KAIST인간-AI 상호작용
김주호KIXLAB
관련 논문 1편비중 1%- 2024GenQuery: Supporting Expressive Visual Search with Generative Models CHI
- KAIST컴퓨터 비전
심현정CVML Lab
관련 논문 1편비중 2%- 2024SeiT++: Masked Token Modeling Improves Storage-efficient Training ECCV
- KAIST자연어처리·LLM
오혜연U&I Lab
관련 논문 1편비중 1%- 2024Multi-hop Database Reasoning with Virtual Knowledge Graph KaLLM
- KAIST머신러닝
신진우ALIN Lab
관련 논문 1편비중 1%- 2024Querying Easily Flip-flopped Samples for Deep Active Learning ICLR
- SNUAI 시스템
서지원Machine Learning Systems Lab
관련 논문 1편비중 8%- 2023ISP Agent: A Generalized In-Storage-Processing Workload Offloading Framework by Providing Multiple Optimization Opportunities TACO
- YonseiAI for Science2026 업데이트 중
남호정BIIL
관련 논문 1편비중 8%- 2023CanISO: a database of genomic and transcriptomic variations in domestic dog (Canis lupus familiaris) BMC Genomics
- KAIST컴퓨터 비전
김태균CV & Learning Lab
관련 논문 1편비중 3%- 2023FourierHandFlow: Neural 4D Hand Representation Using Fourier Query Flow NeurIPS
- KAIST컴퓨터 비전
성민혁Visual AI Group
관련 논문 1편비중 2%- 2023FourierHandFlow: Neural 4D Hand Representation Using Fourier Query Flow NeurIPS