Optimization

Quantized Stochastic Primal–Dual Methods for Distributed Optimization under Relaxed Global Geometry UAI 2026 Quantum Algorithms for Spectral Sums AAAI 2026 Quantum Non-Linear Bandit Optimization AAAI 2026 QuEENet: Quantum-Enhanced Expressive Network for Image Classification WACV 2026 QuEPT: Quantized Elastic Precision Transformers with One-Shot Calibration for Multi-Bit Switching AAAI 2026 QUOTA: Quantifying Objects with Text-to-Image Models for Any Domain WACV 2026 Random Amalgamation of Adapters for Flatter Loss Landscapes: Towards Class-Incremental Learning with Better Stability AAAI 2026 Random Reshuffling Dominates Stochastic Gradient Descent COLT 2026 RB-LoRA: Rank-Balanced Aggregation for Low-Rank Adaptation with Federated Fine-Tuning EACL 2026 REACTION: Parameter-Efficient Learning for Recommendation AAAI 2026 Realistic Curriculum Reinforcement Learning for Autonomous and Sustainable Marine Vessel Navigation AAAI 2026 RealUHR: Harnessing Patch-Cascade Flows for Photorealistic Ultra-High-Resolution Synthesis AAAI 2026 Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination AAAI 2026 Reasoning with Exploration: An Entropy Perspective AAAI 2026 ReAttn: Improving Attention-based Re-ranking via Attention Re-weighting EACL 2026 ReBPE: Iteratively Improving the Internal Structure of a Structured Tokeniser by Mining its Internal Structure EACL 2026 ReCast: Reliability-aware Codebook-assisted Lightweight Time Series Forecasting AAAI 2026 ReCode: Updating Code API Knowledge with Reinforcement Learning AAAI 2026 Reconcile Gradient Modulation for Harmony Multimodal Learning AAAI 2026 Refine and Align: Confidence Calibration Through Multi-Agent Interaction in VQA AAAI 2026 Refine-IQA: Multi-Stage Reinforcement Finetuning for Perceptual Image Quality Assessment AAAI 2026 Regressor-guided Diffusion Model for De Novo Peptide Sequencing with Explicit Mass Control AAAI 2026 Reinforced Rate Control for Neural Video Compression via Inter-Frame Rate–Distortion Awareness AAAI 2026 Relational Verification for Cost-Aware Quantum Program Optimization AAAI 2026 Relation-R1: Progressively Cognitive Chain-of-Thought Guided Reinforcement Learning for Unified Relation Comprehension AAAI 2026