Optimization

ResMAS: Resilience Optimization in LLM-based Multi-agent Systems AAAI 2026 ResNet-GA: Evolutionary Deep Learning Models for Adversarial Defense (Student Abstract) AAAI 2026 Re-SpS: A Reinforcement Learning Approach to Speculative Sampling AAAI 2026 Rethinking Crystal Symmetry Prediction: A Decoupled Perspective AAAI 2026 Rethinking Data Mixing from the Perspective of Large Language Models ACL 2026 Rethinking Data Mixture for Large Language Models: A Comprehensive Survey and New Perspectives EACL 2026 Rethinking Direct Preference Optimization in Diffusion Models AAAI 2026 Rethinking Real Image Editing: Unleashing Diverse Editing Operators via Multi-Objective Optimization WACV 2026 Rethinking the Sampling Criteria in Reinforcement Learning for LLM Reasoning: A Competence-Difficulty Alignment Perspective AAAI 2026 Reusing Samples in Variance Reduction ALT 2026 Revisiting Differentiable Structure Learning: Inconsistency of L1 Penalty and Beyond AAAI 2026 Revisiting Layer Normalization for Point Cloud Test Time Adaptation WACV 2026 RiemanLine: Riemannian Manifold Representation of 3D Lines for Factor Graph Optimization AAAI 2026 RLMR: Reinforcement Learning with Mixed Rewards for Creative Writing AAAI 2026 RMO: Towards Better LLM Alignment via Reshaping Reward Margin Distributions AAAI 2026 Robust Causal Discovery Under Imperfect Structural Constraints AAAI 2026 Robust High-Order Tensor Compressive Sensing Based on M-Estimators AAAI 2026 Robust Lazy Conflict Detection via Multi-Conflict Extraction and Genetic Diversity Control AAAI 2026 Robust Multiagent Combinatorial Path Finding AAAI 2026 Robust Scene Coordinate Regression via Geometrically-Consistent Global Descriptors WACV 2026 Robust Watermarking on Gradient Boosting Decision Trees AAAI 2026 RoS-Guard: Robust and Scalable Online Change Detection with Delay-Optimal Guarantees AAAI 2026 Router-Suggest: Dynamic Routing for Multimodal Auto-Completion in Visually-Grounded Dialogs EACL 2026 RoZO: Geometry-Aware Zeroth-Order Fine-Tuning on Low-Rank Adapters for Black-Box Large Language Models EACL 2026 SACO: Sequence-Aware Constrained Optimization Framework for Coupon Distribution in E-commerce AAAI 2026