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Representation Learning

18,863 papers

Papers per year

Papers

Riding the Wave: Multi-Scale Spatial-Temporal Graph Learning for Highway Traffic Flow Prediction Under Overload Scenarios IJCAI 2025
SEP: A General Lossless Compression Framework with Semantics Enhancement and Multi-Stream Pipelines IJCAI 2025
Explainable Graph Representation Learning via Graph Pattern Analysis IJCAI 2025
STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation IJCAI 2025
Learning Neural Jump Stochastic Differential Equations with Latent Graph for Multivariate Temporal Point Processes IJCAI 2025
Dual Encoder Contrastive Learning with Augmented Views for Graph Anomaly Detection IJCAI 2025
GBGC: Efficient and Adaptive Graph Coarsening via Granular-ball Computing IJCAI 2025
DGraFormer: Dynamic Graph Learning Guided Multi-Scale Transformer for Multivariate Time Series Forecasting IJCAI 2025
Universal Graph Self-Contrastive Learning IJCAI 2025
A Centrality-based Graph Learning Framework IJCAI 2025
Spatio-temporal Prototype-based Hierarchical Learning for OD Demand Prediction IJCAI 2025
FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting IJCAI 2025
Device-Cloud Collaborative Correction for On-Device Recommendation IJCAI 2025
MEGAD: A Memory-Efficient Framework for Large-Scale Attributed Graph Anomaly Detection IJCAI 2025
TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from Trajectories IJCAI 2025
Stochasticity-aware No-Reference Point Cloud Quality Assessment IJCAI 2025
MHANet: Multi-scale Hybrid Attention Network for Auditory Attention Detection IJCAI 2025
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
FGeo-HyperGNet: Geometric Problem Solving Integrating FormalGeo Symbolic System and Hypergraph Neural Network 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
DO-CoLM: Dynamic 3D Conformation Relationships Capture with Self-Adaptive Ordering Molecular Relational Modeling in Language Models IJCAI 2025