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Core Methods

48,729 papers (8 classified directly here)

Subtopics

Representation Learning (20,822) Classification (15,805) Regression (5,004) Embedding Learning (3,753) Clustering (3,638) Metric Learning (2,854) Graph Neural Networks (1,141) Graphical Models (985) Feature Learning (860) Dimensionality Reduction (707) Kernel Methods (642) Interpretability (499) Feature Selection (479) Matrix Factorization (383) Ranking (283) Ensemble Methods (267) Anomaly Detection (267) Support Vector Machine (254) Sequence Modeling (237) Structured Prediction (205) Sequence Labeling (166) Topic Modeling (123) Sparse Coding (107) Matrix Completion (103) Retrieval (99) Neural Networks (79) Inference (21) Model Selection (19) Decision Tree (16) Prediction (15) Density Estimation (9) Estimation (8) Feature Extraction (7) Information Extraction (7)

Papers per year

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Papers (including subtopics)

ID-RemovalNet: Identity Removal Network for EEG Privacy Protection with Enhancing Decoding Tasks IJCAI 2025
EnergyCompress: A General Case Base Learning Strategy IJCAI 2025
Human-Readable Neuro-Fuzzy Networks from Frequent Yet Discernible Patterns in Reward-Based Environments IJCAI 2025
Verifying Quantized Graph Neural Networks is PSPACE-complete IJCAI 2025
Iterated Belief Change as Learning IJCAI 2025
FGeo-HyperGNet: Geometric Problem Solving Integrating FormalGeo Symbolic System and Hypergraph Neural Network IJCAI 2025
Dirichlet Process-Based Robust Clustering Using the Median-of-Means Estimator IJCAI 2025
Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism IJCAI 2025
Long-Term Individual Causal Effect Estimation via Identifiable Latent Representation Learning IJCAI 2025
DERI: Cross-Modal ECG Representation Learning with Deep ECG-Report Interaction IJCAI 2025
Pseudo-Label Reconstruction for Partial Multi-Label Learning IJCAI 2025
DO-CoLM: Dynamic 3D Conformation Relationships Capture with Self-Adaptive Ordering Molecular Relational Modeling in Language Models IJCAI 2025
A Hybrid Multi-Factor Network with Dynamic Sequence Modeling for Early Warning of Intraoperative Hypotension IJCAI 2025
Automated Superscalar Processor Design by Learning Data Dependencies IJCAI 2025
GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype IJCAI 2025
Interpretable DNFs IJCAI 2025
A Fast Neural Architecture Search Method for Multi-Modal Classification via Knowledge Sharing IJCAI 2025
Federated Multi-view Graph Clustering with Incomplete Attribute Imputation IJCAI 2025
Tensorial Multi-view Clustering with Deep Anchor Graph Projection IJCAI 2025
Learn from Global Rather Than Local: Consistent Context-Aware Representation Learning for Multi-View Graph Clustering IJCAI 2025
Graph Random Walk with Feature-Label Space Alignment: A Multi-Label Feature Selection Method IJCAI 2025
Noise-Resistant Label Reconstruction Feature Selection for Partial Multi-Label Learning IJCAI 2025
Two-Stage Feature Generation with Transformer and Reinforcement Learning IJCAI 2025
Dual-Agent Reinforcement Learning for Automated Feature Generation IJCAI 2025
Decoupled Imbalanced Label Distribution Learning IJCAI 2025