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
- Continual Collaborative Distillation for Recommender System
2024, Data Intelligence and Learning Lab, Data Intelligence Lab, 데이터과학 및 응용 연구실 (Intelligent Data Science and Applications Lab)
- Embedding Two-View Knowledge Graphs with Class Inheritance and Structural Similarity
2024, 인터넷컴퓨팅
- Fast and Accurate Domain Adaptation for Irregular Tensor Decomposition
2024, 데이터 마이닝 연구실, 장준기 연구실
- Fast Multidimensional Partial Fourier Transform with Automatic Hyperparameter Selection
2024, 데이터 마이닝 연구실
- FreQuant: A Reinforcement-Learning based Adaptive Portfolio Optimization with Multi-frequency Decomposition
2024, 데이터 마이닝 연구실
- Large Language Models meet Collaborative Filtering: An Efficient All-round LLM-based Recommender System
2024, 박찬영 연구실
- Online Drift Detection with Maximum Concept Discrepancy
2024, Data and Adaptive Intelligence Systems Lab
- RC-Mixup: A Data Augmentation Strategy against Noisy Data for Regression Tasks
2024, 데이터 지능 연구실
- Self-Explainable Temporal Graph Networks based on Graph Information Bottleneck
2024, 박찬영 연구실
- Semi-Supervised Learning for Time Series Collected at a Low Sampling Rate
2024, 데이터 마이닝 연구실
- SLADE: Detecting Dynamic Anomalies in Edge Streams without Labels via Self-Supervised Learning
2024, 신기정 연구실
- Unsupervised Alignment of Hypergraphs with Different Scales
2024, 신기정 연구실
- Classification of Edge-dependent Labels of Nodes in Hypergraphs
2023, 신기정 연구실, 데이터 인공지능 연구실
- Exploiting Relation-aware Attribute Representation Learning in Knowledge Graph Embedding for Numerical Reasoning
2023, LearnData laboratory
- Fast and Accurate Dual-Way Streaming PARAFAC2 for Irregular Tensors - Algorithm and Application
2023, 데이터 마이닝 연구실, 장준기 연구실
- FedDefender: Client-Side Attack-Tolerant Federated Learning
2023, 데이터 사이언스 연구실
- How Transitive Are Real-World Group Interactions? - Measurement and Reproduction
2023, 신기정 연구실, 데이터 인공지능 연구실
- LATTE: A Framework for Learning Item-Features to Make a Domain-Expert for Effective Conversational Recommendation
2023, 빅데이터사이언스 연구실
- Learning Multivariate Hawkes Process via Graph Recurrent Neural Network
2023, System Intelligence Lab
- Less is More: SlimG for Accurate, Robust, and Interpretable Graph Mining
2023, 데이터 인공지능 연구실
















