Meta-Learning

Adaptive Constraint Propagation: Scaling Structured Inference for Large Language Models via Meta-Reinforcement Learning ACL 2026 ArchetypeTrader: Reinforcement Learning for Selecting and Refining Learnable Strategic Archetypes in Quantitative Trading AAAI 2026 Budgeted Online Active Learning with Expert Advice and Episodic Priors AAAI 2026 CATAL: Causally Disentangled Task Representation Learning for Offline Meta-Reinforcement Learning AAAI 2026 CoRE-Learning with Look-Ahead and Immediate Resource Allocation AAAI 2026 DA-DFGAS:Differentiable Federated Graph Neural Architecture Search with Distribution-Aware Attentive Aggregation AAAI 2026 Data-Centric Meta-Learning for Robust Few-Shot Generalization CVPR 2026 Decoupling Generalization and Adaptation in Meta-Learning for Large Language Models ACL 2026 Differentiable Semantic Meta-Learning Framework for Long-Tail Motion Forecasting in Autonomous Driving AAAI 2026 Discovering Mixture Skills for Unsupervised Reinforcement Learning AAAI 2026 Evolving Agents ACL 2026 Facilitating Early Maladaptive Schema–Guided Polite and Empathetic Psychotherapeutic Support: An LLM-Driven MoE-RL-Based Dialogue System AAAI 2026 First-Order Representation Languages for Goal-Conditioned RL AAAI 2026 From Few-Shot Learning to Data-Efficient Intelligence AAAI 2026 HGLTR: Hierarchical Knowledge Injection for Calibrating Pre-trained Models in Long-Tail Recognition AAAI 2026 HyCoRA: Hyper-Contrastive Role-Adaptive Learning for Role-Playing AAAI 2026 ICM-Fusion: In-Context Meta-Optimized LoRA Fusion for Multi-Task Adaptation AAAI 2026 Improving Generalization in Offline Meta-Reinforcement Learning via Cross-task Contexts AAAI 2026 Incorporating Self-Rewriting into Large Language Model Reasoning Reinforcement AAAI 2026 Instance Generation for Meta-Black-Box Optimization Through Latent Space Reverse Engineering AAAI 2026 Is This LLM Library Learning? Evaluation Must Account For Compute and Behaviour EACL 2026 K-STaR: Knowledge-Aware Self-Taught Reasoner AAAI 2026 LAMDA: Two-Phase HPO via Learning Prior from Low-Fidelity Data AAAI 2026 Large Connectome Model: An fMRI Foundation Model of Brain Connectomes Empowered by Brain-Environment Interaction in Multitask Learning Landscape AAAI 2026 LeanTutor: Towards a Verified AI Mathematical Proof Tutor AAAI 2026