Representation Learning

DPRM: A Dual Implicit Process Reward Model in Multi-Hop Question Answering AAAI 2026 DreamCatcher: Efficient Multi-Concept Customization via Representation Finetuning WACV 2026 DS-ProGen: A Dual-Structure Deep Language Model for Functional Protein Design AAAI 2026 DTTNet: Improving Video Shadow Detection via Dark-Aware Guidance and Tokenized Temporal Modeling AAAI 2026 Dual Graph Disambiguation for Multi-Instance Partial-Label Learning AAAI 2026 Dual-Horizon Interest Model for Unified Search and Recommendation AAAI 2026 Dual-Perspective Disentanglement: Learning Symmetric Group-Aware Representations for Cross-Domain Recommendation AAAI 2026 Dual-stream Relation-modeling Disentanglement for Cloth-Changing Person Re-Identification AAAI 2026 Dynamic Geometric Equivariant Network for Full-Atom Antibody Design AAAI 2026 DynamicRTL: RTL Representation Learning for Dynamic Circuit Behavior AAAI 2026 Dynamics-Aware Planning Representation for Zero-Shot Reinforcement Learning (Student Abstract) AAAI 2026 Dynamic Semantic Tokenization for Time Series via Elastic Sampling on Physics-aware Perception AAAI 2026 Dynamic Sparsity: Challenging Common Sparsity Assumptions for Learning World Models in Robotic Reinforcement Learning Benchmarks AAAI 2026 EC-MVSNet: Enhanced Cascaded Multi-View Stereo with Cross-Scale Relevance Integration AAAI 2026 Edge-Centric Relational Reasoning for 3D Scene Graph Prediction AAAI 2026 Efficient Post-Training Refinement of Latent Reasoning in Large Language Models AAAI 2026 Embracing Positional Bias in Multiple-Choice Question Answering via Permutation Equivariant Neural Networks AAAI 2026 Enhancing Binary Encoded Crime Linkage Analysis Using Siamese Network AAAI 2026 Enhancing Logical Expressiveness in Graph Neural Networks via Path-Neighbor Aggregation AAAI 2026 Enhancing Predictive Model Learning via Domain-Knowledge Augmented Latent Feature Mining AAAI 2026 Enhancing the Knowledge Tracing via a Plug-In Guided Diffusion Model AAAI 2026 Equivariant Atomic and Lattice Modeling Using Geometric Deep Learning for Crystal Structure Optimization AAAI 2026 Error Slice Discovery via Manifold Compactness AAAI 2026 Evaluating Morphological Plausibility of Subword Tokenization via Statistical Alignment with Morpho-Syntactic Features EACL 2026 Expandable and Differentiable Dual Memories with Orthogonal Regularization for Exemplar-free Continual Learning AAAI 2026