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
- HiDF: A Human-Indistinguishable Deepfake Dataset
2025, Data Science and Artificial Intelligence Lab
- Logical Anomaly Detection with Text-based Logic via Component-Aware Contrastive Language-Image Training
2025, Medical Artificial Intelligence Lab
- Lost in Sequence: Do Large Language Models Understand Sequential Recommendation?
2025, 박찬영 연구실
- Mitigating Source Label Dependency in Time-Series Domain Adaptation under Label Shifts
2025, 데이터 마이닝 연구실
- Oldie but Goodie: Re-illuminating Label Propagation on Graphs with Partially Observed Features
2025, 박찬영 연구실
- On Measuring Unnoticeability of Graph Adversarial Attacks: Observations, New Measure, and Applications
2025, 신기정 연구실, 박찬영 연구실
- PuzzleTensor: A Method-Agnostic Data Transformation for Compact Tensor Factorization
2025, 데이터 마이닝 연구실
- RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
2025, 김현아 연구실, 신기정 연구실, System Intelligence Lab, 안성수 연구실
- Self-Tuning Self-Supervised Image Anomaly Detection
2025, 데이터 인공지능 연구실
- SIGEM: A Simple yet Effective Similarity based Graph Embedding Method
2025, 빅데이터사이언스 연구실
- SkySearch: Satellite Video Search at Scale
2025, 신기정 연구실
- STARLINE: Contrastive Learning with Modality-Aware Graph Refinement for Effective Multimedia Recommendation
2025, 김현준 연구실, 빅데이터사이언스 연구실
- Synthetic Survey Data Generation and Evaluation
2025, 피지컬 인공지능 연구실
- Understanding and Tackling Over-Dilution in Graph Neural Networks
2025, 데이터마이닝 및 인포메이션시스템 연구실
- Wind Farm Layout Optimization with Diffusion Models
2025, System Intelligence Lab
- Addressing Prediction Delays in Time Series Forecasting: A Continuous GRU Approach with Derivative Regularization
2024, 빅데이터 분석 및 학습 연구실
- An Offline Meta Black-box Optimization Framework for Adaptive Design of Urban Traffic Light Management Systems
2024, System Intelligence Lab
- A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide
2024, 신기정 연구실
- CAFO: Feature-Centric Explanation on Time Series Classification
2024, Embedded AI Lab
- Compact Decomposition of Irregular Tensors for Data Compression: From Sparse to Dense to High-Order Tensors
2024, 신기정 연구실, 장준기 연구실
















