Representation Learning

CLM-Access: A Specialized Foundation Model for High-Dimensional Single-Cell ATAC-Seq Analysis AAAI 2026 Codebook-Centric Deep Hashing: End-to-End Joint Learning of Semantic Hash Centers and Neural Hash Function AAAI 2026 CoFact: Dynamic Coordination of Attention Heads for Improving Factual Consistency in LLMs AAAI 2026 CogniTrust: Cognitive Memory-Driven Verifiable Supervision for Robust Hashing AAAI 2026 COGS: A Causal Representation Learning Framework for Out-of-Distribution Generalization in Time Series AAAI 2026 Collaborative Representation Learning for Alignment of Tactile, Language, and Vision Modalities AAAI 2026 Combining LLM Semantic Reasoning with GNN Structural Modeling for Multi-View Multi-Label Feature Selection AAAI 2026 Complex Mathematical Expression Recognition: Benchmark, Large-Scale Dataset and Strong Baseline AAAI 2026 Comprehensive Urban Region Representation Learning via Multi-View Joint Learning and Contrastive Learning AAAI 2026 CompRestacking: Capturing Channel Dependency in Highly Correlated Multivariate Time Series Data (Student Abstract) AAAI 2026 Computer Vision Modeling of the Development of Geometric and Numerical Concepts in Humans AAAI 2026 CONCORD: Concept-Informed Diffusion for Dataset Distillation WACV 2026 Confidence Leaps in LLM Reasoning: Early Stopping and Cross-Model Transfer EACL 2026 Content-aware Information Compression and Selection for Whole Slide Image Analysis AAAI 2026 Context-Aware Diffusion for Telemetry Time Series with Permutation-Stable Feature Modeling (Student Abstract) AAAI 2026 Context-aware Graph Meta-learning AAAI 2026 Context-Aware Patch Representations for Multiple Instance Learning MIDL 2026 ContextGraph: Lifelog Intelligence Framework for Contextual Subgraph Evolution AAAI 2026 Contrastive Conformal Sets UAI 2026 Contrastive Integrated Gradients: A Feature Attribution-Based Method for Explaining Whole Slide Image Classification WACV 2026 Contrastive Learning with Narrative Twins for Modeling Story Salience EACL 2026 Cooperative Graph Transformer with Structural Consensus for Multi-View Learning AAAI 2026 CoreCaption: Core Caption based Text-to-Video Retrieval WACV 2026 Correspondence Coverage Matters for Multi-Modal Dataset Distillation AAAI 2026 Cosine Similarity is Almost All You Need (for Prototypical-Part Models) WACV 2026