Representation Learning

Learning to Compress: Unlocking the Potential of Large Language Models for Text Representation AAAI 2026 Learning to Curate Context: Jointly Optimizing Retrieval and Prediction for Multimodal Social Media Popularity AAAI 2026 Learning to Disentangle Latent Reasoning Rules with Language VAEs: A Systematic Study AAAI 2026 Learning to Ideate for Machine Learning Engineering Agents EACL 2026 Learning Topology-Driven Multi-Subspace Fusion for Grassmannian Deep Networks AAAI 2026 Learning to Rank: How GNNs Solve Max-Clique and Sparse PCA AAAI 2026 Learning to Select: Query-Aware Adaptive Dimension Selection for Dense Retrieval ACL 2026 Learning with Preserving for Continual Multitask Learning AAAI 2026 Length-Adaptive Interest Network for Balancing Long and Short Sequence Modeling in CTR Prediction AAAI 2026 Let the Model Learn to Feel: Mode-Guided Tonality Injection for Symbolic Music Emotion Recognition AAAI 2026 Lexical Popularity: Quantifying the Impact of Pre-training for LLM Performance EACL 2026 LingGen: Scalable Multi-Attribute Linguistic Control via Power-Law Masking EACL 2026 LinProVSR: Linguistics-Knowledge Guided Progressive Disambiguation Network for Visual Speech Recognition AAAI 2026 LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning CVPR 2026 LLaVA-UHD v2: Exploiting Hierarchical Vision Granularity in MLLMs via Inverse Semantic Pyramid AAAI 2026 LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation AAAI 2026 LLM Collaborative Filtering: User-Item Graph as New Language AAAI 2026 LLM-Enabled Scientific Knowledge Diffusion Analysis AAAI 2026 LLMs Know More About Numbers than They Can Say EACL 2026 LMGL-WD: LLM-Guided Multi-Task Graph Learning for Category-Level Warehouse Demand Prediction in E-Commerce AAAI 2026 Localization-Anchored Instance Discrimination for Domain Adaptive Person Search AAAI 2026 Locally Explaining Prediction Behavior via Gradual Interventions and Measuring Property Gradients WACV 2026 LogicCBMs: Logic-Enhanced Concept-Based Learning WACV 2026 LooC: Effective Low-Dimensional Codebook for Compositional Vector Quantization WACV 2026 Lorentz Entailment Cone for Semantic Segmentation WACV 2026