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Representation Learning

18,863 papers

Papers per year

Papers

MATCH: Modality-Calibrated Hypergraph Fusion Network for Conversational Emotion Recognition IJCAI 2025
GSDNet: Revisiting Incomplete Multimodality-Diffusion Emotion Recognition from the Perspective of Graph Spectrum IJCAI 2025
Metapath and Hypergraph Structure-based Multi-Channel Graph Contrastive Learning for Student Performance Prediction IJCAI 2025
InstGAN: Instant Actor-Critic-Driven GAN for De Novo Molecule Generation and Property Optimization IJCAI 2025
Learning Robust Multi-view Representation Using Dual-masked VAEs IJCAI 2025
A Simple yet Effective Hypergraph Clustering Network IJCAI 2025
An Association-based Fusion Method for Speech Enhancement IJCAI 2025
BILE: An Effective Behavior-based Latent Exploration Scheme for Deep Reinforcement Learning IJCAI 2025
Leveraging Personalized PageRank and Higher-Order Topological Structures for Heterophily Mitigation in Graph Neural Networks IJCAI 2025
SCNNs: Spike-based Coupling Neural Networks for Understanding Structural-Functional Relationships in the Human Brain IJCAI 2025
Fast Second-Order Online Kernel Learning Through Incremental Matrix Sketching and Decomposition IJCAI 2025
Learning Advanced Self-Attention for Linear Transformers in the Singular Value Domain IJCAI 2025
Spatially Resolved Transcriptomics Data Clustering with Tailored Spatial-scale Modulation IJCAI 2025
On the Learning with Augmented Class via Forests IJCAI 2025
TCDM: A Temporal Correlation-Empowered Diffusion Model for Time Series Forecasting IJCAI 2025
Dynamic Anchor-based Ensemble Clustering via Hypergraph Reconstruction IJCAI 2025
Multi-view Clustering via Multi-granularity Ensemble IJCAI 2025
Decoupling and Reconstructing: A Multimodal Sentiment Analysis Framework Towards Robustness IJCAI 2025
Run Like a Neural Network, Explain Like k-Nearest Neighbor IJCAI 2025
Wrapped Partial Label Dimensionality Reduction via Dependence Maximization IJCAI 2025
Aligning Contrastive Multiple Clusterings with User Interests IJCAI 2025
Dynamic and Adaptive Feature Generation with LLM IJCAI 2025
PerfSeer: An Efficient and Accurate Deep Learning Models Performance Predictor IJCAI 2025
ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models IJCAI 2025
A Dynamic Stiefel Graph Neural Network for Efficient Spatio-Temporal Time Series Forecasting IJCAI 2025