Optimization

Boomda: Balanced Multi-objective Optimization for Multimodal Domain Adaptation AAAI 2026 Boosting Cross-problem Generalization in Diffusion-Based Neural Combinatorial Solver via Inference Time Adaptation AAAI 2026 Bootstrapping LLMs via Preference-Based Policy Optimization AAAI 2026 Branch, or Layer? Zeroth-Order Optimization for Continual Learning of Vision-Language Models AAAI 2026 Breaking Measurement Barriers: From Compressed Sensing to Deep Reconstruction AAAI 2026 Breaking the Resource Monopoly: LLM Post-Training and Serving with Modest Data and Compute AAAI 2026 BREPS: Bounding-Box Robustness Evaluation of Promptable Segmentation AAAI 2026 Bridging Machine Learning and Physics for Scalable Long-Term Building Temperature Prediction (Student Abstract) AAAI 2026 Bridging Synthetic and Real Routing Problems via LLM-Guided Instance Generation and Progressive Adaptation AAAI 2026 Budgeted Online Active Learning with Expert Advice and Episodic Priors AAAI 2026 Building Domain-Specific Small Language Models via Guided Data Generation AAAI 2026 Calibrating and Rotating: A Unified Framework for Weight Conditioning in PEFT AAAI 2026 CAMERA: Multi-Matrix Joint Compression for MoE Models via Micro-Expert Redundancy Analysis AAAI 2026 Canonical Domain Reduction for Partial Counterfactual Identification UAI 2026 CasMoE: A Cascaded Framework for Efficient MoE Inference on Resource-constrained Devices AAAI 2026 CASPER: Bridging Discrete and Continuous Prompt Optimization through Feedback-Guided Gradient Descent EACL 2026 CAST: Evaluating Multi-Object Trackers with Context-Aware Switch and Transfer Scores WACV 2026 CellStream: Dynamical Optimal Transport Informed Embeddings for Reconstructing Cellular Trajectories from Snapshots Data AAAI 2026 Certified Branch-and-Bound MaxSAT Solving AAAI 2026 Certified Training with Branch-and-Bound for Lyapunov-stable Neural Control L4DC 2026 ChameleonTuner: Automatic ISP Color Tuning in Subjective Scenarios WACV 2026 Chebyshev polynomials meet Nevanlinna-Pick interpolation: An automated procedure for algorithm synthesis L4DC 2026 CineMPC: A Fully Autonomous Drone Cinematography System Incorporating Zoom, Focus, Pose, and Scene Composition (Abstract Reprint) AAAI 2026 Clinician-in-the-Loop Smart Home System to Detect Urinary Tract Infection Flare-Ups via Uncertainty-Aware Decision Support AAAI 2026 Clipping the Price of Adaptivity at the Tail COLT 2026