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Retrieval-Augmented Generation · 연구실 48곳 · 논문 89편

다른 주제·대학과 함께 찾기
POSTECH4/15
KU8/23
Yonsei7/37
KAIST14/57
SNU15/84
칸 하나가 연구실 하나예요. 이 주제 논문이 많을수록 밝아요.

관련 연구실

등급은 학회·저널 분류이며 연구실 순위가 아닙니다.

  1. SNU자연어처리·LLM

    황승원LDI Lab

    관련 논문 7편비중 10%연구 분야에 명시
    • 2026GRAD: Generalizing RAG Adaptation with Decoding ACL
    • 2026Relevance to Utility: Process-Supervised Rewrite for RAG ACL Findings
    • 2025tRAG: Term-level Retrieval-Augmented Generation for Domain-Adaptive Retrieval NAACL
  2. Yonsei데이터 마이닝

    장백철ANDLab

    관련 논문 3편비중 8%연구 분야에 명시
    • 2026When Retrieval Similarity Hurts: A Diagnostic Framework for Document Weighting in Black-Box RAG EMNLP Findings
    • 2026Defending against knowledge poisoning attacks during retrieval-augmented generation IEEE IRI
    • 2025UniRAG: A Unified RAG Framework for Knowledge-Intensive Queries with Decomposition, Break-Down Reasoning, and Iterative Rewriting EMNLP Findings
  3. 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
    • 2026A Tree-based RAG Framework for Evidence-Intensive QA via Adaptive Planning and Topology-Aware Evidence Gathering EMNLP Findings
  4. KAIST컴퓨터 비전

    김현우MLV Lab

    관련 논문 4편비중 6%
    • 2026Beyond Visual Boundaries: Rethinking Scene Segmentation for Movie RAG NeurIPS
    • 2026Relevance-aware Multi-context Contrastive Decoding for Retrieval-augmented Visual Question Answering WACV
    • 2026HyperGraphPro: Progress-Aware Reinforcement Learning for Structure-Guided Hypergraph RAG NeurIPS
  5. POSTECH자연어처리·LLM

    이근배, 김형훈NLP Lab

    관련 논문 5편비중 6%
    • 2025K-COMP: Retrieval-Augmented Medical Domain Question Answering With Knowledge-Injected Compressor NAACL
    • 2025Retrieval-Augmented Fine-Tuning With Preference Optimization For Visual Program Generation ACL
    • 2025ChronoBias: A Benchmark for Evaluating Temporal Group Bias in Retrieval-augmented Language Models EMNLP Findings
  6. KU자연어처리·LLM

    임희석NLP&AI Lab

    관련 논문 4편비중 4%
    • 2026Can Small Open-source Language Models with Retrieval-Augmented Generation Match GPT-4 Performance in Breast Cancer Clinical Decision Support? Journal of Clinical Oncology - Clinical Cancer Informatics
    • 2025MultiDocFusion : Hierarchical and Multimodal Chunking Pipeline for Enhanced RAG on Long Industrial Documents EMNLP
    • 2025MIRAGE: A Metric-Intensive Benchmark for Retrieval-Augmented Generation Evaluation NAACL Findings
  7. KAIST머신러닝

    황성주MLAI Lab

    관련 논문 4편비중 4%
    • 2026UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities ACL
    • 2025VideoRAG: Retrieval-Augmented Generation over Video Corpus ACL Findings
    • 2024Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity NAACL
  8. SNU자연어처리·LLM

    이재윤SKI-ML Lab

    관련 논문 4편비중 15%
    • 2025Stop-RAG: Value-Based Retrieval Control for Iterative RAG NeurIPS
    • 2024RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented Generation EMNLP
    • 2024Toward Robust RALMs: Revealing the Impact of Imperfect Retrieval on Retrieval-Augmented Language Models EMNLP
  9. KAIST데이터 마이닝

    박찬영DSAIL

    관련 논문 3편비중 3%
    • 2026RAG-Enhanced Collaborative LLM Agents for Drug Discovery AAAI
    • 2025Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering NAACL
    • 2025RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype Learning AAAI
  10. KU머신러닝

    이성환PRML Lab

    관련 논문 3편비중 2%
    • 2026AdaCache: Efficient and Robust Noise-Resistant Semantic Caching for RAG IJCNN
    • 2025XLQA: A Benchmark for Locale-Aware Multilingual Open-Domain Question Answering EMNLP
    • 2025ACoRN: Noise-Robust Abstractive Compression in Retrieval-Augmented Language Models IJCNN
  11. SNU인간-AI 상호작용

    서봉원Human Centered Computing Lab

    관련 논문 2편비중 4%
    • 2026Between the Clinic and the Kitchen: A Constraint RAG Chatbot as Boundary Infrastructure for Dialysis Care CSCW
    • 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
  12. KAISTAI for Science

    예종철BISPL

    관련 논문 2편비중 2%
    • 2026Adaptive Guidance for Retrieval-Augmented Masked Diffusion Models EMNLP Findings
    • 2026PACE-RAG: Patient-Aware Contextual and Evidence-Constrained RAG for Clinical Drug Recommendation EMNLP Findings
  13. POSTECH데이터 마이닝

    한욱신Data Systems Lab

    연구 분야에 명시
  14. POSTECH머신러닝

    김동우, 옥정슬, 박상돈, 박은혁ML Lab

    관련 논문 3편비중 3%
    • 2025Retrieval-Augmented Generation with Estimation of Source Reliability EMNLP
    • 2025ChronoBias: A Benchmark for Evaluating Temporal Group Bias in Retrieval-augmented Language Models EMNLP Findings
    • 2024TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction NAACL
  15. SNU머신러닝

    이원종DRL Lab

    관련 논문 2편비중 8%
    • 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
  16. KAIST데이터 마이닝

    이재길Data Mining Lab

    관련 논문 2편비중 5%
    • 2026Towards Query-Agnostic RAG Evaluation via Query Coverage and Claim Verifiability COLM
    • 2025RA-TTA: Retrieval-Augmented Test-Time Adaptation for Vision-Language Models ICLR
  17. KU컴퓨터 비전

    김동현UTL Lab

    관련 논문 2편비중 4%
    • 2026Beyond Visual Boundaries: Rethinking Scene Segmentation for Movie RAG NeurIPS
    • 2025RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype Learning AAAI
  18. KUAI for Science

    감태의Medical AI Lab

    관련 논문 2편비중 3%
    • 2025Connecting the Knowledge Dots: Retrieval-augmented Knowledge Connection for Commonsense Reasoning EMNLP
    • 2025SeeEEG: Semantic-aware EEG-based Multi-Modal Retrieval-Augmented Generation for High-Fidelity Visual Brain Decoding ICCV
  19. KAIST자연어처리·LLM

    서민준LK Lab

    관련 논문 3편비중 5%
    • 2024REPLUG: Retrieval-Augmented Black-Box Language Models NAACL
    • 2024SuRe: Improving Open-domain Question Answering of LLMs via Summarized Retrieval ICLR
    • 2023Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models EMNLP
  20. KAISTAI for Science

    최윤재

    관련 논문 2편비중 3%
    • 2026K-FinHallu: A Hallucination Detection Benchmark for Multi-Turn RAG in Korean Finance EMNLP Findings
    • 2023Open-WikiTable : Dataset for Open Domain Question Answering with Complex Reasoning over Table ACL Findings
  21. 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
  22. Yonsei자연어처리·LLM

    이동하DLI Lab

    관련 논문 2편비중 3%
    • 2025MT-RAIG: Novel Benchmark and Evaluation Framework for Retrieval-Augmented Insight Generation over Multiple Tables ACL
    • 2024Evidentiality-Aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering EACL Findings
  23. SNUAI 시스템

    성효진CODE Lab

    관련 논문 1편비중 8%
    • 2026RAPO: Retrieval-Augmented Phase Ordering LCTES
  24. Yonsei머신러닝

    권태경AI Security Lab

    관련 논문 1편비중 5%
    • 2026TRACE: Traceable Retrieval-Augmented Criteria-based Evidence for Robust Vision-Language Model Safety Guardrails ACSAC
  25. SNU데이터 마이닝

    유재민Data AI Lab

    관련 논문 1편비중 4%
    • 2026ItemRAG: Item-Based Retrieval-Augmented Generation for LLM-Based Recommendation SIGIR
  26. Yonsei머신러닝

    손지용ITML Lab

    관련 논문 1편비중 4%
    • 2026Beyond Uniform Detection: Adaptive Hallucination Detection for RAG Across Response Regimes NeurIPS
  27. Yonsei데이터 마이닝

    이경호ICL

    관련 논문 1편비중 4%
    • 2026RPO-RAG: Aligning Small LLMs with Relation-aware Preference Optimization for Knowledge Graph Question Answering WWW
  28. SNUAI for Science

    김경수AIBL

    관련 논문 1편비중 3%
    • 2026GeneRAG: A Retrieval-Augmented Framework for Spatially Resolved Gene Expression Prediction MICCAI
  29. SNUAI 시스템

    이진호AISys Lab

    관련 논문 1편비중 3%
    • 2026CamoDocs: A Poisoning Attack Against Retrieval-Augmented Language Models Using Camouflaged Documents EMNLP
  30. KU머신러닝

    이병준Decision Making Lab

    관련 논문 1편비중 3%
    • 2026Beyond RAG vs. Long-Context: Learning Distraction-Aware Retrieval for Efficient Knowledge Grounding ICLR
  31. SNUAI 시스템

    안정호SCALable Computer Architecture Lab

    관련 논문 1편비중 2%
    • 2026Clone: A Collaborative Multi-device System for Retrieval-Augmented Generation over CXL ICS
  32. SNUAI for Science

    이동헌BiLab

    관련 논문 1편비중 2%
    • 2026Dual-Source Retrieval-Augmented Generation for Preoperative Anesthesia Planning MICCAI
  33. KU컴퓨터 비전

    김상필Computer Vision Lab

    관련 논문 1편비중 2%
    • 2026M3KG-RAG: Multi-hop Multimodal Knowledge Graph-enhanced Retrieval-Augmented Generation CVPR
  34. SNU컴퓨터 비전

    곽노준MIPAL Lab

    관련 논문 1편비중 1%
    • 2026Retrieval-Augmented Generation Based Nurse Observation Extraction LREC Workshop
  35. SNU자연어처리·LLM

    정교민MI Lab

    관련 논문 1편비중 1%
    • 2026How You Ask Matters! Adaptive RAG Robustness to Query Variations EMNLP
  36. KAIST음성·오디오

    남주한MAC Lab

    관련 논문 1편비중 1%
    • 2026ArtistMus: A Globally Diverse, Artist-Centric Benchmark for Retrieval-Augmented Music Question Answering LREC
  37. KAIST데이터 마이닝

    신기정Data Mining Lab

    관련 논문 1편비중 1%
    • 2026ItemRAG: Item-Based Retrieval-Augmented Generation for LLM-Based Recommendation SIGIR
  38. KAIST자연어처리·LLM

    임경태MLP Lab

    관련 논문 1편비중 3%
    • 2025VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation COLING
  39. KU자연어처리·LLM

    이상근Data Intelligence Lab

    관련 논문 1편비중 3%
    • 2025Connecting the Knowledge Dots: Retrieval-augmented Knowledge Connection for Commonsense Reasoning EMNLP
  40. SNU자연어처리·LLM

    이상구IDS Lab

    관련 논문 1편비중 6%
    • 2024Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts EMNLP Findings
  41. KAIST데이터 마이닝

    황지영Big Data Intelligence Lab

    관련 논문 1편비중 5%
    • 2024Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise NAACL Findings
  42. SNU컴퓨터 비전

    김건희Vision & Learning Lab

    관련 논문 1편비중 2%
    • 2024DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG EMNLP
  43. KAIST머신러닝

    문일철AAI Lab

    관련 논문 1편비중 3%
    • 2024DPO-Finetuned Large Multi-Modal Planner with Retrieval-Augmented Generation ICML
  44. Yonsei머신러닝

    송경우MLAI Lab

    관련 논문 1편비중 1%
    • 2024H-Consistency Bounded Critic for Enhancing Retrieval-Augmented Generation IJCAI
  45. Yonsei자연어처리·LLM

    여진영Language & AGI Lab

    관련 논문 1편비중 2%
    • 2024Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering EACL Findings
  46. KAIST컴퓨터 비전

    김승룡CV Lab

    관련 논문 1편비중 1%
    • 2024ReDream: Retrieval-Augmented Score Distillation for Text-to-3D Generation ICML
  47. KAIST머신러닝

    신진우ALIN Lab

    관련 논문 1편비중 1%
    • 2024SuRe: Improving Open-domain Question Answering of LLMs via Summarized Retrieval ICLR
  48. SNU자연어처리·LLM

    조요한

    관련 논문 1편비중 2%
    • 2023Open-WikiTable: Dataset for Open Domain Question Answering with Complex Reasoning over Table ACL Findings