Optimization

Automatic Translational Correction of Multi-View Coronary Angiography Based on Auto-Annotation Data Generation AAAI 2026 Autonomous Vehicle Path Planning by Searching with Differentiable Simulation AAAI 2026 AutoTuneX: Interactive Automated Fine-Tuning for Large Language Models AAAI 2026 Auxiliary Gene Learning: Spatial Gene Expression Estimation by Auxiliary Gene Selection AAAI 2026 Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models AAAI 2026 BAMAS: Structuring Budget-Aware Multi-Agent Systems AAAI 2026 Bandwidth Selection in Kernel Density Estimation for Model Calibration UAI 2026 Batch Loss Score for Dynamic Data Pruning CVPR 2026 Bayesian Network Structural Consensus via Greedy Min-Cut Analysis AAAI 2026 Benchmarking the Energy Savings with Speculative Decoding Strategies EACL 2026 Best-Effort Policies for Robust Markov Decision Processes AAAI 2026 Better Datasets Start from RefineLab: Automatic Optimization for High-Quality Dataset Refinement AAAI 2026 Beyond Adapter Retrieval: Latent Geometry-Preserving Composition via Sparse Task Projection AAAI 2026 Beyond Binary Erasure: Soft-Weighted Unlearning for Fairness and Robustness AAAI 2026 Beyond Grid Search: Leveraging Bayesian Optimization for Accelerating RAG Pipeline Optimization EACL 2026 Beyond Random Sampling: Efficient Language Model Pretraining via Curriculum Learning EACL 2026 Beyond Sharpness: A Flatness Decomposition Framework for Efficient Continual Learning AAAI 2026 Beyond Step Pruning: Information Theory Based Step-level Optimization for Self-Refining Large Language Models AAAI 2026 Beyond the Mean: Fisher-Orthogonal Projection for Natural Gradient Descent in Large Batch Training AAAI 2026 Beyond Tokens: Dynamic Latent Reasoning via Semantic Residual Refinement AAAI 2026 BiCycle: Group-wise Recursive Transformer Based on ASR Mechanism AAAI 2026 BidMatch: Boosting Semi-Supervised Learning by Bi-Dimensional Sample Weight Guidance AAAI 2026 Bi-Level Preference Optimization for Retrieval-Augmented Generation (Student Abstract) AAAI 2026 BiO-HMC: Dynamic Human-Machine Collaboration for Consensus Decision-Making via Bilevel Optimization AAAI 2026 BLUR: A Bi-Level Optimization Approach for LLM Unlearning EACL 2026