representation learning

KCLNet: Electrically Equivalence-Oriented Graph Representation Learning for Analog Circuits AAAI 2026 Khan-GCL: Kolmogorov–Arnold Network Based Graph Contrastive Learning with Hard Negatives AAAI 2026 Knowledge Vector of Logical Reasoning in Large Language Models ACL 2026 Koopman Invariants as Drivers of Emergent Time-Series Clustering in Joint-Embedding Predictive Architectures AAAI 2026 KV-Embedding: Training-free Text Embedding via Internal KV Re-routing in Decoder-only LLMs ACL 2026 L3IRIT at SemEval-2026 Task 4: Learning Narrative Similarity from Aligned Film Plot Summaries SemEval 2026 LabelBuddy: An Open Source Music and Audio Language Annotation Tagging Tool Using AI Assistance EACL 2026 Lacuna Inc. at SemEval-2026 Task 4: Structurally Gated State-Space Models for Disentangling Narrative Similarity SemEval 2026 Language Lives in Sparse Dimensions: Toward Interpretable and Efficient Multilingual Control for Large Language Models EACL 2026 Language Models Struggle to Use Representations Learned In-Context ACL 2026 LAOF: Robust Latent Action Learning with Optical Flow Constraints CVPR 2026 Latent Representations of Land–Sea Boundaries and Extreme Temperature in Aurora’s Encoder (Student Abstract) AAAI 2026 LatentVLA: Taming Latent Space for Generalizable and Long-Horizon Bimanual Manipulation AAAI 2026 Learning 3D Representations for Spatial Intelligence from Unposed Multi-View Images CVPR 2026 Learning Adaptive and Expandable Mixture Model for Continual Learning AAAI 2026 Learning a Unified Latent Action Space from Videos with Action-centric Cycle Consistency CVPR 2026 Learning Cell-Aware Hierarchical Multi-Modal Representations for Robust Molecular Modeling AAAI 2026 Learning Compact Latent Space for Representing Neural Signed Distance Functions with High-fidelity Geometry Details AAAI 2026 Learning Fair Graph Representations via Probability of Necessity and Sufficiency AAAI 2026 Learning from Semantic Dictionaries: Discriminative Codebook Contrastive Learning for Unified Visual Representation and Generation CVPR 2026 Learning from the Undesirable: Robust Adaptation of Language Models Without Forgetting AAAI 2026 Learning Max-Stable Representations that Extrapolate UAI 2026 Learning Protein–Ligand Binding in Hyperbolic Space AAAI 2026 Learning Structurally Stabilized Representations for Lossless DNA Storage AAAI 2026 Learning to Act Robustly with View-Invariant Latent Actions CVPR 2026