관련 연구실
등급은 학회·저널 분류이며 연구실 순위가 아닙니다.
- SNU자연어처리·LLM
황승원LDI Lab
관련 논문 29편비중 40%연구 분야에 명시- 2026Adaptive Retrieval for Reasoning ACL
- 2026Beyond Markovian Forgetfulness: Episodic Memory for Reasoning-Intensive Retrieval ACL
- 2026GR²: Mitigating Granularity Collapse via Adaptive Query Routing in Generative Retrieval EMNLP
- KU자연어처리·LLM
임희석NLP&AI Lab
관련 논문 14편비중 14%연구 분야에 명시- 2026Beyond Hard Negatives: The Importance of Score Distribution in Knowledge Distillation for Dense Retrieval SIGIR
- 2026CLEAR: Cross-Lingual Enhancement in Retrieval via Reverse-training ACL
- 2026HiKEY: Hierarchical Multimodal Retrieval for Open-Domain Document Question Answering ACL
- Yonsei자연어처리·LLM
이동하DLI Lab
관련 논문 11편비중 19%연구 분야에 명시- 2026BESPOKE: Benchmark for Search-Augmented Large Language Model Personalization via Diagnostic Feedback ICML
- 2026CREAM: Continual Retrieval on Dynamic Streaming Corpora with Adaptive Soft Memory KDD
- 2026SAGEO Arena: A Realistic Environment for Evaluating Search-Augmented Generative Engine Optimization KDD
- KU머신러닝
이성환PRML Lab
관련 논문 10편비중 6%- 2026ClipTBP: Clip-Pair based Temporal Boundary Prediction with Boundary-Aware Learning for Moment Retrieval ICPR
- 2026DCR-TSF: Dual-Level Compositional Reasoning with Triadic Spherical Fusion for Training-Free Zero-Shot Composed Image Retrieval ACCV
- 2026DiCE-CIR: Direct Composition Learning for Efficient Zero-Shot Composed Image Retrieval IEEE SMC
- POSTECH머신러닝
김동우, 옥정슬, 박상돈, 박은혁ML Lab
관련 논문 9편비중 8%- 2026Adaptive Planning for Multi-Attribute Controllable Summarization with Monte Carlo Tree Search ACL
- 2026Long Live the Librarian! A Persistent Search Sub-Agent for Energy-Efficient Multi-Agent Software Engineering Systems EMNLP
- 2026Segment-level Tree Search for Long Meeting Document Summarization INTERSPEECH
- KAIST컴퓨터 비전
김현우MLV Lab
관련 논문 9편비중 13%- 2026Retrieve What’s Missing: Coverage-Maximizing Retrieval for Consistent Long Video Generation NeurIPS
- 2026VideoSearch-R1: Iterative Video Retrieval and Reasoning via Soft Query Refinement ECCV
- 2026Relevance-aware Multi-context Contrastive Decoding for Retrieval-augmented Visual Question Answering WACV
- POSTECH자연어처리·LLM
이근배, 김형훈NLP Lab
관련 논문 9편비중 11%- 2026Adaptive Planning for Multi-Attribute Controllable Summarization with Monte Carlo Tree Search ACL
- 2026Segment-level Tree Search for Long Meeting Document Summarization INTERSPEECH
- 2025K-COMP: Retrieval-Augmented Medical Domain Question Answering With Knowledge-Injected Compressor NAACL
- Yonsei데이터 마이닝
장백철ANDLab
관련 논문 5편비중 14%연구 분야에 명시- 2026PROGRAM: Programmatic Retrieval Optimization with Generative Reasoning and Augmented Multi-queries ACL Findings
- 2026Tool-MAD: A Multi-Agent Debate Framework for Fact Verification with Diverse Tool Augmentation and Adaptive Retrieval IEEE Access
- 2026When Retrieval Similarity Hurts: A Diagnostic Framework for Document Weighting in Black-Box RAG EMNLP Findings
- KAIST음성·오디오
남주한MAC Lab
관련 논문 7편비중 8%연구 분야에 명시- 2026ArtistMus: A Globally Diverse, Artist-Centric Benchmark for Retrieval-Augmented Music Question Answering LREC
- 2026Multimodal Video-to-Music Recommendation via Semantic Retrieval and Temporal Reranking ICML
- 2025CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages ACL Findings
- KAIST머신러닝
황성주MLAI Lab
관련 논문 9편비중 9%- 2026T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search EMNLP
- 2026UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities ACL
- 2025Database-Augmented Query Representation for Information Retrieval EMNLP
- KAIST자연어처리·LLM
서민준LK Lab
관련 논문 11편비중 17%- 2025RouterRetriever: Routing over a Mixture of Expert Embedding Models AAAI
- 2025Ask Optimal Questions: Aligning Large Language Models with Retriever's Preference in Conversation NAACL Findings
- 2024Exploring the Practicality of Generative Retrieval on Dynamic Corpora EMNLP
- SNU자연어처리·LLM
이재윤SKI-ML Lab
관련 논문 7편비중 27%- 2026RARE: Redundancy-Aware Retrieval Evaluation Framework for High-Similarity Corpora ACL
- 2026Subtraction Gets You More: Gap-Aware Retrieval for Multimodal Multi-Hop QA EMNLP
- 2025Stop-RAG: Value-Based Retrieval Control for Iterative RAG NeurIPS
- KAIST컴퓨터 비전
오태현AMI Lab
관련 논문 6편비중 6%- 2026A Language-Guided Bayesian Optimization for Efficient LoRA Hyperparameter Search ICML
- 2026Beyond the Highlights: Video Retrieval with Salient and Surrounding Contexts WACV
- 2026Patch-wise Retrieval: A Bag of Practical Techniques for Instance-level Matching WACV
- KAIST데이터 마이닝
신기정Data Mining Lab
관련 논문 6편비중 7%- 2026Hybrid-Vector Retrieval for Visually Rich Documents: Combining Single-Vector Efficiency and Multi-Vector Accuracy ACL Findings
- 2026ItemRAG: Item-Based Retrieval-Augmented Generation for LLM-Based Recommendation SIGIR
- 2026Pre-Deployment Advertisement Ranking under Data Scarcity via Context-Aware Criteria Generation with VLMs ACL
- KUAI for Science
감태의Medical AI Lab
관련 논문 6편비중 8%- 2026Retrieval-based Mixture-of-Experts for Patient-Specific Cancer Survival Prediction with Incomplete Multimodal Data MICCAI
- 2026Subject-Invariant EEG Embeddings via Mixup and Adversarial Learning for Semantic Retrieval ACM SAC
- 2025Connecting the Knowledge Dots: Retrieval-augmented Knowledge Connection for Commonsense Reasoning EMNLP
- KAIST컴퓨터 비전
윤성의SGVR Lab
관련 논문 5편비중 9%연구 분야에 명시- 2025Towards Robustness of Person Search against Corruptions ICCV
- 2025Enhancing Visual Re-ranking through Denoising Nearest Neighbor Graph via Continuous CRF ICIP
- 2025Mode-Switching Frontier Search for Robust Autonomous Exploration in Complex Terrain RiTA
- KAIST데이터 마이닝
박찬영DSAIL
관련 논문 5편비중 5%- 2026Periodic Complex Stochastic Processes for Retrieving Atomic Structures of Unknown Matters NeurIPS
- 2026Combining Physical and Retrieved Empirical Priors for Solid-State Synthesis Condition Prediction NeurIPS
- 2025Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering NAACL
- SNUAI 시스템
안정호SCALable Computer Architecture Lab
관련 논문 4편비중 8%- 2026Clone: A Collaborative Multi-device System for Retrieval-Augmented Generation over CXL ICS
- 2026GPIR: Enabling Practical Private Information Retrieval with GPUs ICS
- 2026IVE: An Accelerator for Single-Server Private Information Retrieval Using Versatile Processing Elements HPCA
- SNU컴퓨터 비전
김건희Vision & Learning Lab
관련 논문 4편비중 7%- 2026Hybrid Deep Searcher: Scalable Parallel and Sequential Search Reasoning ICLR
- 2026MULTI3IR: A Benchmark for Multi-perspective Multi-domain Multi-modal Information Retrieval EMNLP
- 2026REPAIR: Resolving Long-Tail Confusion in Scientific Retrievers via Fact-Verified Iterative Refinement EMNLP
- KU자연어처리·LLM
정우환Autonomous AI Lab
관련 논문 2편비중 11%연구 분야에 명시- 2026Trajectory-Aware Clinical Risk Prediction via Severity-Grounded Knowledge Graphs and Retrieval-Augmented Generation KDD
- 2025Hierarchical Retrieval with Evidence Curation for Open-Domain Financial Question Answering on Standardized Documents ACL Findings
- KAIST데이터 마이닝
이재길Data Mining Lab
관련 논문 4편비중 10%- 2026QuDAR: Query-Wise Dual-Perspective Adaptive Retrieval ACL
- 2026TimelyRAG: Semantic-Temporal Hybrid Retrieval for Time-Critical Question Answering in Overlapping-Evolving Documents EMNLP Findings
- 2025RA-TTA: Retrieval-Augmented Test-Time Adaptation for Vision-Language Models ICLR
- POSTECH컴퓨터 비전
곽수하, 조민수, 손진희CV Lab
관련 논문 5편비중 4%- 2026Learning Sample-wise Rank-Aware Interpolation Weights for Composed Visual Data Retrieval ECCV
- 2025GENIUS: A Generative Framework for Universal Multimodal Search CVPR
- 2025Learning Audio-guided Video Representation with Gated Attention for Video-Text Retrieval CVPR
- SNU자연어처리·LLM
조요한
관련 논문 4편비중 7%- 2026Learning to Retrieve User History and Generate User Profiles for Personalized Persuasiveness Prediction ACL Findings
- 2025Improving Dialogue State Tracking through Combinatorial Search for In-Context Examples ACL
- 2025Sparse and Dense Retrievers Learn Better Together: Joint Sparse-Dense Optimization for Text-Image Retrieval CIKM
- KAIST머신러닝
오성준STAI Lab
관련 논문 1편비중 2%연구 분야에 명시- 2026Half-Truths Break Similarity-Based Retrieval NeurIPS
- SNUAI 시스템
이진호AISys Lab
관련 논문 3편비중 8%- 2026CamoDocs: A Poisoning Attack Against Retrieval-Augmented Language Models Using Camouflaged Documents EMNLP
- 2026WiFlash: Wordline-Parallel Approximate Nearest Neighbor Search Inside Flash Cell Array MICRO
- 2025PathWeaver: A High-Throughput Multi-GPU System for Graph-Based Approximate Nearest Neighbor Search USENIX ATC
- SNU자연어처리·LLM
정교민MI Lab
관련 논문 5편비중 7%- 2026CompCQR: Compositional Query Generation for Training-Free Conversational Search EMNLP Findings
- 2024IterCQR: Iterative Conversational Query Reformulation with Retrieval Guidance NAACL
- 2024MVMR: A New Framework for Evaluating Faithfulness of Video Moment Retrieval against Multiple Distractors CIKM
- SNU인간-AI 상호작용
서봉원Human Centered Computing Lab
관련 논문 3편비중 6%- 2026Mine over Yours: How Authorship Biases Evaluation in Generative Information Retrieval SIGIR
- 2026Effects of a Personalized Retrieval-Augmented Generation Chatbot on Information Needs in Chronic Kidney Disease Patients: Mixed Methods Randomized Controlled Trial Interactive Journal of Medical Research
- 2025Conversational Argument Search Under Selective Exposure: Strategies for Balanced Perspective Access SIGIR
- KU컴퓨터 비전
김동현UTL Lab
관련 논문 4편비중 9%- 2025MA-CIR: A Multimodal Arithmetic Benchmark for Composed Image Retrieval ICCV
- 2025RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype Learning AAAI
- 2025Visual delta generation with large multi-modal models enhances composed image retrieval using unlabeled data Scientific Reports
- Yonsei자연어처리·LLM
여진영Language & AGI Lab
관련 논문 3편비중 6%- 2026Towards Direct Evaluation of Harness Optimizers via Priority Ranking NeurIPS
- 2026Why These Documents? Explainable Generative Retrieval with Hierarchical Category Paths ACL Findings
- 2024Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering EACL Findings
- KAIST머신러닝
윤세영OSI Lab
관련 논문 4편비중 3%- 2026Composer: A Search Framework for Hybrid Neural Architecture Design ICLR
- 2025QuRe: Query-Relevant Retrieval through Hard Negative Sampling in Composed Image Retrieval ICML
- 2024Re3val: Reinforced and Reranked Generative Retrieval EACL Findings
- KAIST자연어처리·LLM
임경태MLP Lab
관련 논문 3편비중 8%- 2026Semantic Hardness Is Not Visual Hardness: Sign-Aware Hard Negative Mining for Sign Language Retrieval ACL
- 2025SCV: Light and Effective Multi-Vector Retrieval with Sequence Compressive Vectors COLING
- 2025VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation COLING
- SNU컴퓨터 비전
곽노준MIPAL Lab
관련 논문 3편비중 3%- 2026MoARa: Module-Aware Rank Allocation and Structure-Preserving Decomposition for Low-Rank LLM Pre-training EMNLP
- 2026Retrieval-Augmented Generation Based Nurse Observation Extraction LREC Workshop
- 2024MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline EMNLP
- SNU머신러닝
문태섭M.IN.D Lab
관련 논문 3편비중 7%- 2026Axis-LoRA: Probing and Adapting Embedding Models for Personal-Memory Retrieval EMNLP
- 2025An Efficient Post-hoc Framework for Reducing Task Discrepancy of Text Encoders for Composed Image Retrieval ICCV
- 2025MA-CIR: A Multimodal Arithmetic Benchmark for Composed Image Retrieval ICCV
- SNU머신러닝
윤성로AI Lab
관련 논문 3편비중 3%- 2026Heads That Write, Not Just Point: Image Retrieval Heads in Vision-Language Models NeurIPS
- 2026Verbal-R3: Verbal Reranker as the Missing Bridge between Retrieval and Reasoning ACL
- 2024Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play Approach ACL
- SNU데이터 마이닝
강필성DSBA Lab
관련 논문 4편비중 10%- 2025RECUR: Retrieval-based Customer Review Analysis Framework utilizing Nonparametric Masked Language Modeling Multimedia Tools and Applications
- 2024A Gradient Accumulation Method for Dense Retriever under Memory Constraint NeurIPS
- 2024Training-free Retrieval-based Log Anomaly Detection with Pre-trained Language Model considering Token-level Information Engineering Applications of Artificial Intelligence
- Yonsei자연어처리·LLM
한요섭TOC Lab
관련 논문 1편비중 2%연구 분야에 명시- 2023Contrastive Learning with Keyword-based Data Augmentation for Code Search and Code Question Answering EACL
- KAIST인간-AI 상호작용
김주호KIXLAB
관련 논문 4편비중 4%- 2025BloomIntent: Automating Search Evaluation with LLM-Generated Fine-Grained User Intents UIST
- 2025Visual Embedding of Screen Sequences for User-Flow Search in Example-driven Communication CHI
- 2024GenQuery: Supporting Expressive Visual Search with Generative Models CHI
- POSTECH데이터 마이닝
한욱신Data Systems Lab
관련 논문 3편비중 11%- 2025HELIOS: Harmonizing Early Fusion, Late Fusion, and LLM Reasoning for Multi-Granular Table-Text Retrieval ACL
- 2025LILaC: Late Interacting in Layered Component Graph for Open-domain Multimodal Multihop Retrieval EMNLP
- 2025TRIAL: Token Relations and Importance Aware Late-interaction for Accurate Text Retrieval EMNLP
- SNU머신러닝
이원종DRL Lab
관련 논문 3편비중 12%- 2026Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question Answering ACL
- 2025Enhancing Retrieval-Augmented Audio Captioning with Generation-Assisted Multimodal Querying and Progressive Learning INTERSPEECH
- 2023Isotropic Representation Can Improve Dense Retrieval PAKDD
- SNUAI 시스템
이재욱ARC Lab
관련 논문 3편비중 9%- 2025Angular Distance-Guided Neighbor Selection for Graph-Based Approximate Nearest Neighbor Search WWW
- 2025InstANNS: Scalable Approximate Nearest Neighbor Search via Cost-Efficient In-Storage Processing CIKM
- 2025SkipLSM: Fast Retrieval of Hot Key-Value Pairs on LSM Tree ACM SAC
- KAIST컴퓨터 비전
김승룡CV Lab
관련 논문 3편비중 3%- 2026Entropy-Gradient Grounding: Training-Free Evidence Retrieval in Vision-Language Models ECCV
- 2025Mixture of Submodule for Domain Adaptive Person Search CVPR
- 2024ReDream: Retrieval-Augmented Score Distillation for Text-to-3D Generation ICML
- Yonsei머신러닝
권태경AI Security Lab
관련 논문 2편비중 9%- 2026Chimera: Compositional Jailbreak Attacks on LLMs via Judgment-Driven Search over Heterogeneous Strategies ACL Findings
- 2026TRACE: Traceable Retrieval-Augmented Criteria-based Evidence for Robust Vision-Language Model Safety Guardrails ACSAC
- SNU음성·오디오
이교구MARG
관련 논문 3편비중 4%- 2026"I Just Kept Clicking Until It Hit": Exploring Virtual Instrument Search behavior and Challenges Across User Groups ISMIR
- 2025Understanding Audio-Text Retrieval Through Singular Value Decomposition SIGIR
- 2023Show Me the Instruments: Musical Instrument Retrieval from Mixture Audio ICASSP
- KU컴퓨터 비전
김상필Computer Vision Lab
관련 논문 2편비중 4%- 2026M3KG-RAG: Multi-hop Multimodal Knowledge Graph-enhanced Retrieval-Augmented Generation CVPR
- 2026High-Precision 6DOF Pose Estimation via Global Phase Retrieval in Fringe Projection Profilometry for 3D Mapping IEEE TIM
- KAISTAI 시스템
김주영CAST Lab
관련 논문 2편비중 3%- 2026V-Rex: Real-Time Streaming Video LLM Acceleration via Dynamic KV Cache Retrieval HPCA
- 2026PaFeDSE: Pareto-Feedback-Guided Microarchitecture Design Space Exploration for Efficient Pareto Search ASP-DAC
- Yonsei머신러닝
조성배SCLAB
관련 논문 2편비중 3%- 2026Adaptive Beam Search with Shannon Entropy for Data-centric Reasoning in LLMs PAKDD
- 2026A swarm intelligence-based hybrid metaheuristic with tabu search for the quadratic assignment problem Journal of Supercomputing
- SNU데이터 마이닝
장준기
연구 분야에 명시 - SNU로보틱스
오성회Robot Learning Lab
관련 논문 4편비중 10%- 2025Tidiness Score-Guided Monte Carlo Tree Search for Visual Tabletop Rearrangement IEEE RA-L
- 2023Object Rearrangement Planning for Target Retrieval in a Confined Space with Lateral View IROS
- 2023SCAN: Socially-Aware Navigation Using Monte Carlo Tree Search ICRA
- Yonsei데이터 마이닝
김하영MLCF Lab
관련 논문 3편비중 11%- 2025Hierarchical Multi-modal Fusion Architecture Search for Stock Market Forecasting Applied Soft Computing
- 2024“Is Text-Based Music Search Enough to Satisfy Your Needs?” A New Way to Discover Music with Images CHI
- 2024Image is All for Music Retrieval: Interactive Music Retrieval System Using Images with Mood and Theme Attributes International Journal of Human-Computer Interaction
- SNU컴퓨터 비전
이준석VIP Lab
관련 논문 3편비중 5%- 2025Diff4Steer: Steerable Diffusion Prior for Generative Music Retrieval with Semantic Guidance ICASSP
- 2024Modality-Aware Representation Learning for Zero-shot Sketch-based Image Retrieval WACV
- 2024Scalable Frame Sampling for Video Classification: A Semi-Optimal Policy Approach with Reduced Search Space BMVC
- Yonsei컴퓨터 비전
김선주CIPLab
관련 논문 2편비중 4%- 2026Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding ECCV
- 2025CRAIM: Caption-Based Autonomous Driving Scene Retrieval via Inclusive Text Matching ICCV
- Yonsei데이터 마이닝
박상현DELAB
관련 논문 2편비중 4%- 2026SeleRT: Selective Retrieval of LLM Representations for Long-term Time Series Forecasting CIKM
- 2025Efficient Approximate Nearest Neighbor Search via Data-AdaptiveParameter Adjustment in Hierarchical Navigable Small Graphs DATE
- KAIST데이터 마이닝
황지영Big Data Intelligence Lab
관련 논문 2편비중 10%- 2026Dialogue Generation for Conversational Recommendation Using User Search Interactions and Knowledge Graphs CIKM
- 2024Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise NAACL Findings
- KAIST머신러닝
신진우ALIN Lab
관련 논문 3편비중 2%- 2025MLE-STAR: Machine Learning Engineering Agent via Search and Targeted Refinement NeurIPS
- 2024SuRe: Improving Open-domain Question Answering of LLMs via Summarized Retrieval ICLR
- 2023Fine-tuning protein Language Models by ranking protein fitness NeurIPS
- KAIST컴퓨터 비전
성민혁Visual AI Group
관련 논문 2편비중 4%- 2026Retrieval Heads Meet Vision: Uncovering How VLMs Locate and Extract Visual Information NeurIPS
- 2024Split, Merge, and Refine: Fitting Tight Bounding Boxes via Over-Segmentation and Iterative Search 3DV
- Yonsei자연어처리·LLM
김재형ML3 Lab
관련 논문 2편비중 4%- 2026SPRInG: Continual LLM Personalization via Selective Parametric Adaptation and Retrieval-Interpolated Generation EMNLP
- 2024SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs ICLR
- SNUAI 시스템
김재준VLSI Lab
관련 논문 2편비중 4%- 2026WiFlash: Wordline-Parallel Approximate Nearest Neighbor Search Inside Flash Cell Array MICRO
- 2024Fused Sampling and Grouping with Search Space Reduction for Efficient Point Cloud Acceleration DAC
- SNUAI 시스템
성효진CODE Lab
관련 논문 2편비중 15%- 2026RAPO: Retrieval-Augmented Phase Ordering LCTES
- 2023Multi-Objective Architecture Search and Optimization for Heterogeneous Neuromorphic Architecture ICCAD
- KAIST컴퓨터 비전
심현정CVML Lab
관련 논문 2편비중 4%- 2026MomentMix Augmentation with Length-Aware DETR for Temporally Robust Moment Retrieval WACV
- 2024Preventing Image Hallucination in Text-to-Image Generation through Factual Image Retrieval IJCAI
- KAIST컴퓨터 비전
주재걸DAVIAN Lab
관련 논문 2편비중 1%- 2026Retrieve Only Relevant Tables Whether Few or Many: Adaptive Table Retrieval Method ACL Findings
- 2024Is User Feedback Always Informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data ECCV
- SNU자연어처리·LLM
유영재PI Lab
관련 논문 3편비중 3%- 2025Zero-shot Multimodal Document Retrieval via Cross-modal Question Generation EMNLP
- 2023Zero-shot Active Visual Search (ZAVIS): Intelligent Object Search for Robotic Assistants ICRA
- 2023Long Story Short: a Summarize-then-Search Method for Long Video Question Answering BMVC
- POSTECH음성·오디오
서영주AIoT Lab
관련 논문 2편비중 6%- 2026Coarse-to-Fine Semantic Alignment: A Hybrid Framework for Forensic Shoeprint Retrieval IEEE Access
- 2023Glocal Retriever: Glocal Image Retrieval Using the Combination of Global and Local Descriptors Electronics
- POSTECH머신러닝
박상돈Trustworthy ML Lab
관련 논문 2편비중 9%- 2025Retrieval-Augmented Generation with Estimation of Source Reliability EMNLP
- 2024TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction NAACL
- KAIST머신러닝
박진규System Intelligence Lab
관련 논문 2편비중 4%- 2025Neural Genetic Search in Discrete Spaces ICML
- 2024Local Search GFlowNets ICLR
- SNUAI for Science
김선BHI Lab
관련 논문 2편비중 3%- 2025CombiMOTS: Combinatorial Multi-Objective Tree Search For Dual-Target Molecule Generation ICML
- 2024DGDRP: Drug-specific Gene selection for Drug Response Prediction via re-ranking through propagating and learning biological network Frontiers in Genetics
- SNU머신러닝
장병탁BI Lab
관련 논문 2편비중 3%- 2025Background-aware moment detection for video moment retrieval WACV
- 2024Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction UAI
- KAISTAI for Science
최윤재
관련 논문 2편비중 3%- 2025Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning NAACL
- 2024General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite History MLHC
- KAIST컴퓨터 비전
노용만IVY Lab
관련 논문 2편비중 3%- 2025SALOVA: Segment-Augmented Long Video Assistant for Targeted Retrieval and Routing in Long-Form Video Analysis CVPR
- 2024Text-Guided Distillation Learning to Diversify Video Embeddings for Text-Video Retrieval Pattern Recognition
- Yonsei머신러닝
송경우MLAI Lab
관련 논문 2편비중 2%- 2025RAILL : Retrieval-Augment and Instruction Tuning for Low-resource Language Model Training IEEE BigData
- 2024H-Consistency Bounded Critic for Enhancing Retrieval-Augmented Generation IJCAI
- KAIST로보틱스2026 업데이트 중
김범준HuGe Lab
관련 논문 2편비중 15%- 2025Prime the Search: Using Large Language Models for Guiding Geometric Task and Motion Planning by Warm-starting Tree Search IJRR
- 2023Preference learning for guiding the tree search in continuous POMDPs CoRL
- YonseiAI 시스템
박광현BDAI
관련 논문 1편비중 11%- 2026CANNON: A CXL-Based Near-Memory Processing Architecture for Approximate Nearest Neighbor Search on Real Hardware DAC
- SNU인간-AI 상호작용
서진욱Human-Computer Interaction Lab
관련 논문 2편비중 4%- 2025Leveraging Multimodal LLM for Inspirational User Interface Search CHI
- 2023Computational Approaches for App-to-App Retrieval and Design Consistency Check ICML
- Yonsei컴퓨터 비전
오유진OMAEL
관련 논문 1편비중 9%- 2026Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation MICCAI
- SNU데이터 마이닝
강유Data Mining Lab
관련 논문 2편비중 3%- 2025Entity-Aware Generative Retrieval for Personalized Contexts CIKM
- 2023Aggregately Diversified Bundle Recommendation via Popularity Debiasing and Configuration-aware Reranking PAKDD
- Yonsei인간-AI 상호작용
이병주YESLAB
관련 논문 1편비중 7%- 2026Simulating Human Audiovisual Search Behavior CHI
- SNU데이터 마이닝
유재민Data AI Lab
관련 논문 1편비중 4%- 2026ItemRAG: Item-Based Retrieval-Augmented Generation for LLM-Based Recommendation SIGIR
- KAIST데이터 마이닝
황의종Data Intelligence Lab
관련 논문 1편비중 4%- 2026Q-TIE: A Lightweight and Generalizable Re-ranking Framework for Temporal Information Retrieval EMNLP
- SNUAI for Science
김경수AIBL
관련 논문 1편비중 3%- 2026GeneRAG: A Retrieval-Augmented Framework for Spatially Resolved Gene Expression Prediction MICCAI
- SNU머신러닝
김태섭LAAL Lab
관련 논문 1편비중 3%- 2026Beyond Case Law: Evaluating Structure-Aware Retrieval and Safety in Statute-Centric Legal QA ACL
- 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
차지욱Connectome Lab
관련 논문 1편비중 3%- 2026Q-DIVER: Integrated Quantum Transfer Learning and Differentiable Quantum Architecture Search with EEG Data QCNC
- KU머신러닝
이병준Decision Making Lab
관련 논문 1편비중 3%- 2026Beyond RAG vs. Long-Context: Learning Distraction-Aware Retrieval for Efficient Knowledge Grounding ICLR
- SNU컴퓨터 비전
박재식Visual & Geometric Intelligence Lab
관련 논문 1편비중 2%- 2026One-Cycle Structured Pruning via Stability-Driven Subnetwork Search WACV
- SNUAI for Science
이동헌BiLab
관련 논문 1편비중 2%- 2026Dual-Source Retrieval-Augmented Generation for Preoperative Anesthesia Planning MICCAI
- KAIST컴퓨터 비전
김준모SIIT Lab
관련 논문 1편비중 1%- 2026ARGOS: Who, Where, and When in Agentic Multi-Camera Person Search ECCV
- KAISTAI for Science
예종철BISPL
관련 논문 1편비중 1%- 2026Adaptive Guidance for Retrieval-Augmented Masked Diffusion Models EMNLP Findings
- KAIST컴퓨터 비전
윤국진VI Lab
관련 논문 1편비중 1%- 2026Reuse Before You Retrieve: Diagnosing Headroom and Complementarity for Test-Time Augmentation of Embodied Multimodal Policies ECCV
- KU로보틱스
최성준Robot Intelligence Lab
관련 논문 2편비중 6%- 2024SOCRATES: Text-based Human Search and Approach using a Robot Dog RO-MAN
- 2023Zero-shot active visual search (ZAVIS): Intelligent object search for robotic assistants ICRA
- KU머신러닝2026 업데이트 중
정원주Statistical Intelligence Lab
관련 논문 1편비중 14%- 2025Phase Retrieval using Deep Dual Alternating Direction Method of Multipliers Network with Deep Sparse Prior Knowledge IEEE TASLP
- SNU머신러닝
송현오Machine Learning Lab
관련 논문 1편비중 6%- 2025Learning to Better Search with Language Models via Guided Reinforced Self-Training NeurIPS
- POSTECH머신러닝2026 업데이트 중
안희갑Algorithms Lab
관련 논문 1편비중 4%- 2025Incremental algorithm and local search for minimum non-obtuse triangulation SoCG
- Yonsei데이터 마이닝
이경호ICL
관련 논문 1편비중 4%- 2025MIRROR: Multi-party Dialogue Generation Based on Interpersonal Relationship-aware Persona Retrieval Expert Systems with Applications
- SNU머신러닝2026 업데이트 중
강명주NCIA Lab
관련 논문 1편비중 3%- 2025Leveraging Prior Knowledge of Diffusion Model for Person Search ICCV
- KAISTAI for Science
김우연Intelligent Chemistry Lab
관련 논문 1편비중 3%- 2025Facilitating Transition State Search with Minimal Conformational Sampling Using Reaction Graph J. Chem. Theory Comput
- KAIST머신러닝
성영철SISReL
관련 논문 1편비중 3%- 2025Align while search: Belief-guided exploratory inference for test-time world alignment ICML
- KAIST머신러닝
안성진MLML
관련 논문 1편비중 3%- 2025Adaptive Inference-Time Scaling via Cyclic Diffusion Search NeurIPS
- KAIST자연어처리·LLM
오혜연U&I Lab
관련 논문 2편비중 3%- 2023Ranking-Enhanced Unsupervised Sentence Representation Learning ACL
- 2023EliRank: A Code Editing History Based Ranking Model for Early Detection of Students in Need ACM Conference on Learning @ Scale (L@S)
- KAIST머신러닝
이기민
관련 논문 1편비중 2%- 2025Prime the Search: Using Large Language Models for Guiding Geometric Task and Motion Planning by Warm-starting Tree Search IJRR
- KU자연어처리·LLM
이상근Data Intelligence Lab
관련 논문 1편비중 3%- 2025Connecting the Knowledge Dots: Retrieval-augmented Knowledge Connection for Commonsense Reasoning EMNLP
- KU머신러닝
이창희AIX
관련 논문 1편비중 3%- 2025Enhancing Multi-Level Cross-Modal Interaction with False Negative-Aware Contrastive Learning for Text-Video Retrieval Applied Intelligence
- SNU컴퓨터 비전
이경무, 한보형CV Lab
관련 논문 1편비중 1%- 2025Metric Compatible Training for Online Backfilling in Large-Scale Retrieval WACV
- KAIST머신러닝
이주호SIML Lab
관련 논문 1편비중 1%- 2025Reliable decision‑making via calibration‑oriented retrieval‑augmented generation NeurIPS
- POSTECH컴퓨터 비전
김광인MLV Group
관련 논문 1편비중 8%- 2024In search of a data transformation that accelerates neural field training CVPR
- SNU자연어처리·LLM
이상구IDS Lab
관련 논문 1편비중 6%- 2024Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts EMNLP Findings
- SNU머신러닝
이상학Causality Lab
관련 논문 1편비중 3%- 2024Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction UAI
- KAISTAI 시스템
유민수VIA Research Group
관련 논문 1편비중 4%- 2024GPU-based Private Information Retrieval for On-Device Machine Learning Inference ASPLOS
- KU머신러닝
김성웅, 임성빈AGI Lab
관련 논문 1편비중 3%- 2024Uncertainty-Aware Rank-One MIMO Q Network Framework for Accelerated Offline Reinforcement Learning IEEE Access
- KU인간-AI 상호작용
Christian WallravenCognitive Systems Lab
관련 논문 1편비중 4%- 2024Decoding visual fatigue in a visual search task selectively manipulated via myopia-correcting lenses Frontiers in Neuroscience
- SNU머신러닝
이정우CML Lab
관련 논문 1편비중 2%- 2024D2NAS: Efficient Neural Architecture Search with Performance Improvement and Model Size Reduction for Diverse Tasks IEEE Access
- KAIST머신러닝
문일철AAI Lab
관련 논문 1편비중 3%- 2024DPO-Finetuned Large Multi-Modal Planner with Retrieval-Augmented Generation ICML
- KAIST머신러닝
안성수SPML Lab
관련 논문 1편비중 2%- 2024Local Search GFlowNets ICLR
- POSTECH머신러닝
이재호EffL Lab
관련 논문 1편비중 3%- 2024In Search of a Data Transformation that Accelerates Neural Field Training CVPR
- KAIST머신러닝
정송
관련 논문 1편비중 8%- 2023Enhancing Differentiable Architecture Search: A Study on Small Number of Cell Blocks in the Search Stage, and Important Branches Based Cells Selection ICCV
- SNU로보틱스
박종우FCP Robotics Lab
관련 논문 1편비중 5%- 2023Leveraging 3D Reconstruction for Mechanical Search on Cluttered Shelves CoRL
- Yonsei로보틱스
이용현RoPhi Lab
관련 논문 1편비중 5%- 2023Leveraging 3D Reconstruction for Mechanical Search on Cluttered Shelves CoRL
- SNU자연어처리·LLM
도재영AIDAS Lab
관련 논문 1편비중 3%- 2023Accelerating Large-Scale Graph-Based Nearest Neighbor Search on a Computational Storage Platform IEEE Transactions on Computers
- SNU데이터 마이닝
박현우DIAL Lab
관련 논문 1편비중 3%- 2023Rare is Beautiful? The Interplay Between Rareness, Technology Search, and Technology Value Production and Operations Management
- SNUAI for Science
정수종Climate Lab
관련 논문 1편비중 2%- 2023Potential improvement of XCO2 retrieval of the OCO-2 by having aerosol information from the A-train satellites GIScience & Remote Sensing
- KU음성·오디오
김찬우SLPL
관련 논문 1편비중 4%- 2023Counterfactual two-stage debiasing for video corpus moment retrieval ICASSP
- Yonsei머신러닝
손지용ITML Lab
관련 논문 1편비중 4%- 2023Retrieval-based Evaluation for LLMs: A Case Study in Korean Legal QA EMNLP
- SNU로보틱스
김현진LARR Lab
관련 논문 1편비중 1%- 2023Distributed multi-agent target search and tracking with Gaussian process and reinforcement learning International Journal of Control, Automation and Systems
- KAIST음성·오디오
정준선Multimodal AI Lab
관련 논문 1편비중 1%- 2023In search of strong embedding extractors for speaker diarisation ICASSP