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Representation Learning

18,863 papers

Papers per year

Papers

RobustHAR: Multi-scale Spatial-temporal Masked Self-supervised Pre-training for Robust Human Activity Recognition IJCAI 2025
EFormer: An Effective Edge-based Transformer for Vehicle Routing Problems IJCAI 2025
GATES: Cost-aware Dynamic Workflow Scheduling via Graph Attention Networks and Evolution Strategy IJCAI 2025
GCNT: Graph-Based Transformer Policies for Morphology-Agnostic Reinforcement Learning IJCAI 2025
X-KAN: Optimizing Local Kolmogorov-Arnold Networks via Evolutionary Rule-Based Machine Learning IJCAI 2025
Hallucination Reduction in Video-Language Models via Hierarchical Multimodal Consistency IJCAI 2025
Unified Molecule-Text Language Model with Discrete Token Representation IJCAI 2025
ImputeINR: Time Series Imputation via Implicit Neural Representations for Disease Diagnosis with Missing Data IJCAI 2025
The Graph’s Apprentice: Teaching an LLM Low-Level Knowledge for Circuit Quality Estimation IJCAI 2025
MolHFCNet: Enhancing Molecular Graph Representations with Hierarchical Feature Combining and Hybrid Pretraining IJCAI 2025
CoFinDiff: Controllable Financial Diffusion Model for Time Series Generation IJCAI 2025
DeCo: Defect-Aware Modeling with Contrasting Matching for Optimizing Task Assignment in Online IC Testing IJCAI 2025
Learning Dynamical Coupled Operator For High-dimensional Black-box Partial Differential Equations IJCAI 2025
Multi-Hierarchical Fine-Grained Feature Mapping Driven by Feature Contributions for Molecular Odor Prediction IJCAI 2025
Denoised Attention and Question-Augmented Representations for Knowledge Tracing IJCAI 2025
Detecting Illicit Massage Businesses by Leveraging Graph Machine Learning IJCAI 2025
Early Detection of Patient Deterioration from Real-Time Wearable Monitoring System IJCAI 2025
GETMusic: Generating Music Tracks with a Unified Representation and Diffusion Framework IJCAI 2025
Neuro-Symbolic Artificial Intelligence: A Task-Directed Survey in the Black-Box Models Era IJCAI 2025
A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities IJCAI 2025
Harnessing Vision Models for Time Series Analysis: A Survey IJCAI 2025
Comprehensive Review of Neural Differential Equations for Time Series Analysis IJCAI 2025
A Survey of Structural Entropy: Theory, Methods, and Applications IJCAI 2025
Deep Learning for Multivariate Time Series Imputation: A Survey IJCAI 2025
A Comprehensive and Systematic Review for Deep Learning-Based De Novo Peptide Sequencing IJCAI 2025