데이터 마이닝·검색, 학회
KDD 논문을 낸 국내 연구실
탑티어Knowledge Discovery and Data Mining. 2023년 이후 논문 110편, 연구실 48곳
이 학회에 논문을 낸 연구실
| 연구실 | 대학 | 탑티어 논문 | 전체 논문 | 구성원 | 비교 |
|---|---|---|---|---|---|
Information Laboratory (InfoLab) @ SKKUTamer AbuHmed 교수모집 안내 | 성균관대 | 1 | 40 | 8 | |
Machine Learning Lab김동우 교수 | POSTECH | 54 | 66 | 33 | |
Machine Learning Lab박상돈 교수 | POSTECH | 52 | 65 | 33 | |
Machine Learning Lab옥정슬 교수 | POSTECH | 54 | 65 | 33 | |
Medical Artificial Intelligence Lab박상현 교수 | POSTECH | 20 | 34 | 17 | |
MLAI송경우 교수모집 안내 | 연세대 | 21 | 54 | 39 | |
Natural Language Processing Lab김학수 교수모집 안내 | KAIST | 10 | 32 | – | |
Statistical Artificial Intelligence Lab최재식 교수모집 안내 | KAIST | 28 | 43 | 3 |
최근 논문
- Accelerating Storage-based Training for Graph Neural Networks
2026, 빅데이터사이언스 연구실
- AFLiP: An Access-Recomputation Decoupling Framework for Efficient and Structure-Preserving GNN-based Link Prediction
2026, 인포랩
- A Masked Mixture Model for Compact and Accurate Matrix Factorization
2026, 데이터 마이닝 연구실
- A Tutorial on Retrieval-Augmented Generation for LLM-based Recommender Systems
2026, 신기정 연구실
- BulkShield: A Proactive Framework for Detecting Bulk Refund Booking in Ticketing Systems
2026, 전용호 연구실, IMC Lab
- Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams
2026, Data and Adaptive Intelligence Systems Lab
- Condition-Gated Reasoning for Context-Dependent Biomedical Question Answering
2026, Data Intelligence and Learning Lab
- CoRank: LLM-Based Compact Reranking with Document Features for Scientific Retrieval
2026, 데이터과학 및 응용 연구실 (Intelligent Data Science and Applications Lab)
- CREAM: Continual Retrieval on Dynamic Streaming Corpora with Adaptive Soft Memory
2026, 데이터인텔리전스, Data and Adaptive Intelligence Systems Lab, 데이터과학 및 응용 연구실 (Intelligent Data Science and Applications Lab)
- Data-driven Plasma Equilibrium Forecasting in Magnetic Fusion Tokamak
2026, 주재걸 연구실
- DIREC: Diffusion-Based Review-Embedding Generation for Accurate Cross-Domain Recommendation
2026, 빅데이터사이언스 연구실
- DuET: Dual-View Tensor-to-Topology Spectral Adapter for Enhancing Sparse Tensor Factorization
2026, 장준기 연구실
- Edge-Induced Subgraph Representation Learning
2026, LearnData laboratory
- Explaining Black-Box Language Models: Learning to Optimize Linguistically-Structured Word Subsets
2026, Actionable Intelligence Lab
- Fair Class-Incremental Learning using Sample Weighting
2026, 데이터 지능 연구실
- Fast and Accurate Online Coupled Matrix-Tensor Factorization via Frequency Regularization
2026, 데이터 마이닝 연구실
- FinTexTS: Financial Text-Paired Time-Series Dataset via Semantic-Based and Multi-Level Pairing
2026, Financial Engineering Lab. 금융공학연구실
- GradMix: Gradient-based Selective Mixup for Robust Data Augmentation in Class-Incremental Learning
2026, 데이터 지능 연구실
- GraphCliff: Short-Long Range Gating for Modeling Critical Activity Changes Caused by Subtle Molecular Differences
2026, 데이터마이닝 및 인포메이션시스템 연구실
- HyperGC: Learning Hypergraph Representations via Full Hyperedge Reconstruction and Contrastive Evaluation
2026, 빅데이터사이언스 연구실
















