Optimization

3DDM: Physically-based Anisotropic 3D Diffusion Model with 3D Gaussian for Point Cloud Completion AAAI 2026 A Catalyst Framework for the Quantum Linear System Problem via the Proximal Point Algorithm AAAI 2026 A causal fused lasso for interpretable heterogeneous treatment effects estimation JMLR 2026 Accelerated Convex Optimization via Hamiltonian Dynamics with Deterministic Integration Time COLT 2026 Accelerated Mirror Descent for Non-Euclidean Star-convex Functions ALT 2026 Acceleration of Backpropagation in Linear Layers of Transformer Models Based on Gradient Structure EACL 2026 AccKV: Towards Efficient Audio-Video LLMs Inference via Adaptive-Focusing and Cross-Calibration KV Cache Optimization AAAI 2026 AdaFuse: Accelerating Dynamic Adapter Inference via Token-Level Pre-Gating and Fused Kernel Optimization AAAI 2026 Adaptive Coreset Selection via Uncertainty-Density for Efficient Spam Detection (Student Abstract) AAAI 2026 Adaptive Dynamic Dehazing via Instruction-Driven and Task-Feedback Closed-Loop Optimization for Diverse Downstream Task Adaptation AAAI 2026 Adaptive Evolutionary Fusion for Multi-View Clustering AAAI 2026 Adaptive KL Control for Direct Preference Optimization in Instruction-Following LLMs AAAI 2026 Adaptive Matrix Online Learning through Smoothing with Guarantees for Nonsmooth Nonconvex Optimization COLT 2026 Adaptive Momentum and EMA-weighted Modeling for Imbalanced Label Distribution Learning AAAI 2026 Advanced Black-Box Tuning of Large Language Models with Limited API Calls AAAI 2026 Advancing Protein Design via Multi-Agent Reinforcement Learning with Pareto-Based Collaborative Optimization AAAI 2026 Advancing Safe Mechanical Ventilation Using Offline RL with Hybrid Actions and Clinically Aligned Rewards AAAI 2026 AeroAgent: A Vision-Physics-Decision Framework for Aerodynamic Vehicle Design CVPR 2026 A Fast Heuristic Search Approach for Energy-Optimal Profile Routing for Electric Vehicles AAAI 2026 A-FloPS: Accelerating Diffusion Models via Adaptive Flow Path Sampler AAAI 2026 A Fully Parameter-Free Second-Order Algorithm for Convex-Concave Minimax Problems JMLR 2026 A General Anchor-Based Framework for Scalable Fair Clustering AAAI 2026 Agentic Design Review System AAAI 2026 AgentSwift: Efficient LLM Agent Design via Value-Guided Hierarchical Search AAAI 2026 Aligning Generative Music AI with Human Preferences: Methods and Challenges AAAI 2026