주제로 연구실 찾기

1. KAIST·데이터 마이닝

   황지영Big Data Intelligence Lab

   관련도관련 논문 11편비중 52%연구 분야에 명시
   • 2026Ask KG Agent: A Multi-Agent Framework for Code Localization Using Code and Knowledge GraphsNeurIPS
   • 2026FIETA: Few-Shot Inductive Knowledge Graph Completion via Task-Aware Graph Neural NetworksCIKM
   • 2026Generative Representation Learning on Hyper-relational Knowledge Graphs via Masked Discrete DiffusionICML
2. Yonsei·데이터 마이닝

   이경호ICL

   관련도관련 논문 6편비중 24%연구 분야에 명시
   • 2026LLMs as Knowledge Graph Refiners: Mitigating Factual Inconsistencies in Generative Knowledge ExtractionACL
   • 2026RPO-RAG: Aligning Small LLMs with Relation-aware Preference Optimization for Knowledge Graph Question AnsweringWWW
   • 2026PlanQA: A Plan-Execute-Reason Framework for Knowledge Graph Question Answering Using Large Language ModelsExpert Systems with Applications
3. SNU·AI for Science

   김선BHI Lab

   관련도관련 논문 5편비중 8%
   • 2026Predicting Therapeutic Outcome via Aligning Patient-Specific Knowledge Graph and Gene-Level Perturbation RepresentationsBioKDD
   • 2025LLM-Integrated Representative Path Selection for Context-Aware Drug Repurposing on Biomedical Knowledge GraphsNeurIPS
   • 2024Multi-layered Knowledge Graph Neural Network Reveals Pathway-level Agreement of Three Breast Cancer Multi-gene AssaysComputational and Structural Biotechnology Journal
4. SNU·데이터 마이닝

   강유Data Mining Lab

   관련도관련 논문 4편비중 6%
   • 2026TiRano: Tensorized Relation-aware Temporal Reasoning for Accurate Knowledge Graph CompletionKDD
   • 2025Accurate Link Prediction for Edge-Incomplete Graphs via PU LearningAAAI
   • 2025Offline and Online Coupled Tensor Factorization with Knowledge GraphPLOS ONE
5. POSTECH·데이터 마이닝

   한욱신Data Systems Lab

   관련도관련 논문 1편비중 4%연구 분야에 명시
   • 2025SAFE: Schema-Driven Approximate Distance Join for Efficient Knowledge Graph QueryingEMNLP
6. KAIST·AI for Science

   최윤재

   관련도관련 논문 4편비중 6%
   • 2026HiddenPathQA: A Benchmark for Knowledge Graph Question Answering When Questions Hide Their PathsNeurIPS
   • 2025R2-KG: General-Purpose Dual-Agent Framework for Reliable Reasoning on Knowledge GraphsIJCNLP-AACL Findings
   • 2023FactKG: Fact Verification via Reasoning on Knowledge GraphACL
7. KAIST·자연어처리·LLM

   서민준LK Lab

   관련도연구 분야에 명시
8. SNU·자연어처리·LLM

   조요한

   관련도관련 논문 3편비중 5%
   • 2026Think Like a Doctor: Conversational Diagnosis through the Exploration of Diagnostic Knowledge GraphsTACL
   • 2023FactKG: Fact Verification via Reasoning on Knowledge GraphsACL
   • 2023KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language ModelsEMNLP Findings
9. POSTECH·자연어처리·LLM

   이근배, 김형훈NLP Lab

   관련도관련 논문 2편비중 2%
   • 2026Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language ModelACL
   • 2025Semantic Parsing with Candidate Expressions for Knowledge Base Question AnsweringExpert Systems with Applications
10. KAIST·데이터 마이닝

    신기정Data Mining Lab

    관련도관련 논문 2편비중 2%
    • 2025KGMEL: Knowledge Graph-Enhanced Multimodal Entity LinkingSIGIR
    • 2024Spear and Shield: Adversarial Attacks and Defense Methods for Model-Based Link Prediction on Continuous-Time Dynamic GraphsAAAI
11. KU·자연어처리·LLM

    정우환Autonomous AI Lab

    관련도관련 논문 1편비중 6%
    • 2026Trajectory-Aware Clinical Risk Prediction via Severity-Grounded Knowledge Graphs and Retrieval-Augmented GenerationKDD
12. SNU·데이터 마이닝

    박현우DIAL Lab

    관련도관련 논문 1편비중 3%
    • 2026InteractiveKG: Transparent and User-Controllable Knowledge Graph ReasoningPacificVis
13. KAIST·컴퓨터 비전

    홍승훈Vision and Learning Lab

    관련도관련 논문 1편비중 3%
    • 2026Flock: A Knowledge Graph Foundation Model via Learning on Random WalksICLR
14. KU·컴퓨터 비전

    김상필Computer Vision Lab

    관련도관련 논문 1편비중 2%
    • 2026M3KG-RAG: Multi-hop Multimodal Knowledge Graph-enhanced Retrieval-Augmented GenerationCVPR
15. Yonsei·머신러닝

    송경우MLAI Lab

    관련도관련 논문 1편비중 1%
    • 2026EPLKG: Efficient Prompt Learning with Knowledge GraphPAKDD
16. Yonsei·AI for Science2026 업데이트 중

    남호정BIIL

    관련도관련 논문 1편비중 8%
    • 2025KG-SLomics: Cancer Type-Specific Synthetic Lethality Prediction Using Knowledge Graph and Multiomics Integrated Graph Neural NetworkIEEE TCBB
17. SNU·머신러닝

    장병탁BI Lab

    관련도관련 논문 1편비중 1%
    • 2025INQUIRER: Harnessing internal knowledge graphs for video question generationKnowledge-Based Systems
18. Yonsei·자연어처리·LLM

    여진영Language & AGI Lab

    관련도관련 논문 1편비중 2%
    • 2025Unsupervised Robust Cross-Lingual Entity Alignment via Neighbor Triple Matching with Entity and Relation TextsWSDM
19. Yonsei·자연어처리·LLM

    이동하DLI Lab

    관련도관련 논문 1편비중 2%
    • 2025Unsupervised Robust Cross-Lingual Entity Alignment via Neighbor Triple Matching with Entity and Relation TextsWSDM
20. SNU·자연어처리·LLM

    정교민MI Lab

    관련도관련 논문 1편비중 1%
    • 2024MP2D: An Automated Topic Shift Dialogue Generation Framework Leveraging Knowledge GraphsEMNLP
21. KAIST·컴퓨터 비전

    김현우MLV Lab

    관련도관련 논문 1편비중 1%
    • 2024Generative Subgraph Retrieval for Knowledge Graph–Grounded Dialog GenerationEMNLP
22. KAIST·자연어처리·LLM

    오혜연U&I Lab

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

    이주호SIML Lab

    관련도관련 논문 1편비중 1%
    • 2024Spear and shield: adversarial attacks and defense methods for model-based link prediction on continuous-time dynamic graphsAAAI
24. KU·AI for Science

    석흥일Machine Intelligence Lab

    관련도관련 논문 1편비중 2%
    • 2024Prototype-Guided Contrastive Knowledge Graph Representation Learning for Diagnosis PredictionICPRAI
25. KAIST·머신러닝

    황성주MLAI Lab

    관련도관련 논문 1편비중 1%
    • 2023Direct Fact Retrieval from Knowledge Graphs without Entity LinkingACL
26. KU·자연어처리·LLM

    임희석NLP&AI Lab

    관련도관련 논문 1편비중 1%
    • 2023Knowledge Graph-Augmented Korean Generative Commonsense ReasoningICML

2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.