Machine Learning

EdGCL: Disentangling Social and Cognitive Homophily in Graph-Based Educational Recommender Systems AAAI 2026 Edge-Centric Relational Reasoning for 3D Scene Graph Prediction AAAI 2026 EdgeMTSC: A Lightweight Large-Kernel ConvNet for Multivariate Time Series Classification AAAI 2026 Edge Self-Adversarial Augmentation Enhances Graph Contrastive Learning Against Neighborhood Inconsistency AAAI 2026 EEG-DLite: Dataset Distillation for Efficient Large EEG Model Training AAAI 2026 Effective Robotic Cloth Grasping Through Suppressing False Discoveries AAAI 2026 Effects of Speaker Bias in Dialect Identification and Automatic Transcription with Self-Supervised Speech Models EACL 2026 Efficient and Effective In-context Demonstration Selection with Coreset AAAI 2026 Efficient and Provable Algorithms for Covariate Shift ALT 2026 Efficient and Reliable Hitting-Set Computations for the Implicit Hitting Set Approach AAAI 2026 Efficient Chromosome Parallelization for Precision Medicine Genomic Workflows AAAI 2026 Efficient Confidence Set Enumeration for Multi-label Conformal Classification UAI 2026 Efficient Contextual Bandit Learning via Reward-Space Sampling and Online Optimization (Student Abstract) AAAI 2026 Efficient Decentralized Learning of Generalized Quantal Response Equilibrium UAI 2026 Efficient Federated Conformal Prediction with Group-Conditional Guarantee UAI 2026 EfficientFlow: Efficient Equivariant Flow Policy Learning for Embodied AI AAAI 2026 Efficient Forecasting of Geostationary Infrared Brightness Temperature Sequences: A Benchmark and a Lightweight Model AAAI 2026 Efficient frequent directions algorithms for approximate decomposition of matrices and higher-order tensors JMLR 2026 EfficientFSL: Enhancing Few-Shot Classification via Query-Only Tuning In Vision Transformers AAAI 2026 Efficient Hallucination Detection: Adaptive Bayesian Estimation of Semantic Entropy with Guided Semantic Exploration AAAI 2026 Efficient Hyperparameter Optimization for LLM Reinforcement Learning ACL 2026 Efficient KL Divergence Estimation via Truncated Top-K Integration for Large Language Models ACL 2026 Efficient Learning and Symmetry Discovery under Exact Invariances COLT 2026 Efficient LLM-Jailbreaking via Multimodal-LLM Jailbreak AAAI 2026 Efficient Low-Resource Language Adaptation via Multi-Source Dynamic Logit Fusion ACL 2026