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Korea AI Labs

지식 그래프

Knowledge Graphs · 연구실 26곳 · 논문 54편

다른 주제·대학과 함께 찾기
POSTECH2/15
KU4/23
Yonsei5/37
KAIST9/57
SNU6/84
칸 하나가 연구실 하나예요. 이 주제 논문이 많을수록 밝아요.

관련 연구실

등급은 학회·저널 분류이며 연구실 순위가 아닙니다.

  1. KAIST데이터 마이닝

    황지영Big Data Intelligence Lab

    관련 논문 11편비중 52%연구 분야에 명시
    • 2026Ask KG Agent: A Multi-Agent Framework for Code Localization Using Code and Knowledge Graphs NeurIPS
    • 2026FIETA: Few-Shot Inductive Knowledge Graph Completion via Task-Aware Graph Neural Networks CIKM
    • 2026Generative Representation Learning on Hyper-relational Knowledge Graphs via Masked Discrete Diffusion ICML
  2. Yonsei데이터 마이닝

    이경호ICL

    관련 논문 6편비중 24%연구 분야에 명시
    • 2026LLMs as Knowledge Graph Refiners: Mitigating Factual Inconsistencies in Generative Knowledge Extraction ACL
    • 2026RPO-RAG: Aligning Small LLMs with Relation-aware Preference Optimization for Knowledge Graph Question Answering WWW
    • 2026PlanQA: A Plan-Execute-Reason Framework for Knowledge Graph Question Answering Using Large Language Models Expert Systems with Applications
  3. SNUAI for Science

    김선BHI Lab

    관련 논문 5편비중 8%
    • 2026Predicting Therapeutic Outcome via Aligning Patient-Specific Knowledge Graph and Gene-Level Perturbation Representations BioKDD
    • 2025LLM-Integrated Representative Path Selection for Context-Aware Drug Repurposing on Biomedical Knowledge Graphs NeurIPS
    • 2024Multi-layered Knowledge Graph Neural Network Reveals Pathway-level Agreement of Three Breast Cancer Multi-gene Assays Computational and Structural Biotechnology Journal
  4. SNU데이터 마이닝

    강유Data Mining Lab

    관련 논문 4편비중 6%
    • 2026TiRano: Tensorized Relation-aware Temporal Reasoning for Accurate Knowledge Graph Completion KDD
    • 2025Accurate Link Prediction for Edge-Incomplete Graphs via PU Learning AAAI
    • 2025Offline and Online Coupled Tensor Factorization with Knowledge Graph PLOS ONE
  5. POSTECH데이터 마이닝

    한욱신Data Systems Lab

    관련 논문 1편비중 4%연구 분야에 명시
    • 2025SAFE: Schema-Driven Approximate Distance Join for Efficient Knowledge Graph Querying EMNLP
  6. KAISTAI for Science

    최윤재

    관련 논문 4편비중 6%
    • 2026HiddenPathQA: A Benchmark for Knowledge Graph Question Answering When Questions Hide Their Paths NeurIPS
    • 2025R2-KG: General-Purpose Dual-Agent Framework for Reliable Reasoning on Knowledge Graphs IJCNLP-AACL Findings
    • 2023FactKG: Fact Verification via Reasoning on Knowledge Graph ACL
  7. KAIST자연어처리·LLM

    서민준LK Lab

    연구 분야에 명시
  8. SNU자연어처리·LLM

    조요한

    관련 논문 3편비중 5%
    • 2026Think Like a Doctor: Conversational Diagnosis through the Exploration of Diagnostic Knowledge Graphs TACL
    • 2023FactKG: Fact Verification via Reasoning on Knowledge Graphs ACL
    • 2023KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language Models EMNLP Findings
  9. POSTECH자연어처리·LLM

    이근배, 김형훈NLP Lab

    관련 논문 2편비중 2%
    • 2026Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language Model ACL
    • 2025Semantic Parsing with Candidate Expressions for Knowledge Base Question Answering Expert Systems with Applications
  10. KAIST데이터 마이닝

    신기정Data Mining Lab

    관련 논문 2편비중 2%
    • 2025KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking SIGIR
    • 2024Spear and Shield: Adversarial Attacks and Defense Methods for Model-Based Link Prediction on Continuous-Time Dynamic Graphs AAAI
  11. KU자연어처리·LLM

    정우환Autonomous AI Lab

    관련 논문 1편비중 6%
    • 2026Trajectory-Aware Clinical Risk Prediction via Severity-Grounded Knowledge Graphs and Retrieval-Augmented Generation KDD
  12. SNU데이터 마이닝

    박현우DIAL Lab

    관련 논문 1편비중 3%
    • 2026InteractiveKG: Transparent and User-Controllable Knowledge Graph Reasoning PacificVis
  13. KAIST컴퓨터 비전

    홍승훈Vision and Learning Lab

    관련 논문 1편비중 3%
    • 2026Flock: A Knowledge Graph Foundation Model via Learning on Random Walks ICLR
  14. KU컴퓨터 비전

    김상필Computer Vision Lab

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

    송경우MLAI Lab

    관련 논문 1편비중 1%
    • 2026EPLKG: Efficient Prompt Learning with Knowledge Graph PAKDD
  16. YonseiAI for Science2026 업데이트 중

    남호정BIIL

    관련 논문 1편비중 8%
    • 2025KG-SLomics: Cancer Type-Specific Synthetic Lethality Prediction Using Knowledge Graph and Multiomics Integrated Graph Neural Network IEEE TCBB
  17. SNU머신러닝

    장병탁BI Lab

    관련 논문 1편비중 1%
    • 2025INQUIRER: Harnessing internal knowledge graphs for video question generation Knowledge-Based Systems
  18. Yonsei자연어처리·LLM

    여진영Language & AGI Lab

    관련 논문 1편비중 2%
    • 2025Unsupervised Robust Cross-Lingual Entity Alignment via Neighbor Triple Matching with Entity and Relation Texts WSDM
  19. Yonsei자연어처리·LLM

    이동하DLI Lab

    관련 논문 1편비중 2%
    • 2025Unsupervised Robust Cross-Lingual Entity Alignment via Neighbor Triple Matching with Entity and Relation Texts WSDM
  20. SNU자연어처리·LLM

    정교민MI Lab

    관련 논문 1편비중 1%
    • 2024MP2D: An Automated Topic Shift Dialogue Generation Framework Leveraging Knowledge Graphs EMNLP
  21. KAIST컴퓨터 비전

    김현우MLV Lab

    관련 논문 1편비중 1%
    • 2024Generative Subgraph Retrieval for Knowledge Graph–Grounded Dialog Generation EMNLP
  22. KAIST자연어처리·LLM

    오혜연U&I Lab

    관련 논문 1편비중 1%
    • 2024Multi-hop Database Reasoning with Virtual Knowledge Graph KaLLM
  23. KAIST머신러닝

    이주호SIML Lab

    관련 논문 1편비중 1%
    • 2024Spear and shield: adversarial attacks and defense methods for model-based link prediction on continuous-time dynamic graphs AAAI
  24. KUAI for Science

    석흥일Machine Intelligence Lab

    관련 논문 1편비중 2%
    • 2024Prototype-Guided Contrastive Knowledge Graph Representation Learning for Diagnosis Prediction ICPRAI
  25. KAIST머신러닝

    황성주MLAI Lab

    관련 논문 1편비중 1%
    • 2023Direct Fact Retrieval from Knowledge Graphs without Entity Linking ACL
  26. KU자연어처리·LLM

    임희석NLP&AI Lab

    관련 논문 1편비중 1%
    • 2023Knowledge Graph-Augmented Korean Generative Commonsense Reasoning ICML