representation learning

6174 papers

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Also known as

WAV2VEC2.0 RL NRMS NDFS

Co-occurring keywords

contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

Correlation-Attention Masked Temporal Transformer for User Identity Linkage Using Heterogeneous Mobility Data AAAI 2025

Length-Induced Embedding Collapse in PLM-based Models ACL 2025

Core Knowledge Learning Framework for Graph AAAI 2025

Teacher-guided Edge Discriminator for Personalized Graph Masked Autoencoder AAAI 2025

Advancing Loss Functions in Recommender Systems: A Comparative Study with a Rényi Divergence-Based Solution AAAI 2025

Multi-type MOOCs Recommendation: Leveraging Deep Multi-Relational Representation and Hierarchical Reasoning AAAI 2025

Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation AAAI 2025

UniTR: A Unified Framework for Joint Representation Learning of Trajectories and Road Networks AAAI 2025

GRAIN: Multi-Granular and Implicit Information Aggregation Graph Neural Network for Heterophilous Graphs AAAI 2025

ST-ReP: Learning Predictive Representations Efficiently for Spatial-Temporal Forecasting AAAI 2025

Tokenphormer: Structure-aware Multi-token Graph Transformer for Node Classification AAAI 2025

Representation Learning Based Predicate Invention on Knowledge Graphs AAAI 2025

Tokenization and Representation Biases in Multilingual Models on Dialectal NLP Tasks EMNLP 2025

Refine then Classify: Robust Graph Neural Networks with Reliable Neighborhood Contrastive Refinement AAAI 2025

Provable Discriminative Hyperspherical Embedding for Out-of-Distribution Detection AAAI 2025

Spatial-Temporal Heterogenous Graph Contrastive Learning for Microservice Workload Prediction AAAI 2025

Scalable Trajectory-User Linking with Dual-Stream Representation Networks AAAI 2025

Multiple Purchase Chains with Negative Transfer Elimination for Multi-Behavior Recommendation AAAI 2025

Multiplex Graph Representation Learning with Homophily and Consistency AAAI 2025

Exploring the Hidden Capacity of LLMs for One-Step Text Generation EMNLP 2025

Statistical Model-driven Similarity Hashing: Bridging Modalities for Efficient Unsupervised Retrieval AAAI 2025

Contrastive Representation for Interactive Recommendation AAAI 2025

Unified Graph Neural Networks Pre-training for Multi-domain Graphs AAAI 2025

Effective and Efficient Representation Learning for Flight Trajectories AAAI 2025

Unveiling Multi-View Anomaly Detection: Intra-view Decoupling and Inter-view Fusion AAAI 2025