Optimization

UniVarFL: Uniformity and Variance Regularized Federated Learning for Heterogeneous Data (Student Abstract) AAAI 2026 Universal Neural Architecture Space: Covering ConvNets, Transformers and Everything in Between WACV 2026 Unlocking Efficient Vehicle Dynamics Modeling via Analytic World Models AAAI 2026 Unpacking the Implicit Norm Dynamics of Sharpness-Aware Minimization in Tensorized Models AAAI 2026 Unsupervised Multi-Parameter Inverse Solving for Reducing Ring Artifacts in 3D X-Ray CBCT AAAI 2026 Unsupervised Text Style Transfer for Controllable Intensity EACL 2026 UrbanPG: An Efficient Framework with Personalized Context and General Backbone Interaction for Urban Spatio-Temporal Learning AAAI 2026 Using Constraint Solvers to Construct Binary Codes with Good Error Correction Performance AAAI 2026 Variance Reduction and Low Sample Complexity in Stochastic Optimization via Proximal Point Method ALT 2026 Venom: Liquid Diffusion-Guided Gradient Inversion for Breaking Differential Privacy in Federated Learning AAAI 2026 Video and Language Alignment in 2D Systems for 3D Multi-object Scenes with Multi-Information Derivative-Free Control WACV 2026 VIL2C: Value-of-Information Aware Low-Latency Communication for Multi-Agent Reinforcement Learning AAAI 2026 V-Pruner: A Fast and Globally-informed Token Pruning Framework for Vision Transformer AAAI 2026 Warm-starting active-set solvers using graph neural networks L4DC 2026 WaterMod: Modular Token-Rank Partitioning for Probability-Balanced LLM Watermarking AAAI 2026 WaveC2R: Wavelet-Driven Coarse-to-Refined Hierarchical Learning for Radar Retrieval AAAI 2026 WaveEx: Accelerating Flow Matching-based Speech Generation via Wavelet-guided Extrapolation AAAI 2026 Well Begun, Half Done: Reinforcement Learning with Prefix Optimization for LLM Reasoning AAAI 2026 When Human Preferences Flip: An Instance-Dependent Robust Loss for RLHF AAAI 2026 When Instinct Guides and Insight Grounds: Staged RL Training for LLM Agents AAAI 2026 When Prompt Optimization Becomes Jailbreaking: Adaptive Red-Teaming of Large Language Models EACL 2026 When Safety Collides: Resolving Multi-Category Harmful Conflicts in Text-to-Image Diffusion via Adaptive Safety Guidance CVPR 2026 WIET: Harmonizing Group-aware Model Weighting and Worker Allocation for Ensemble Temporal Prediction MaaS AAAI 2026 σ-zero: Gradient-based Optimization of ℓ_0-norm Adversarial Examples ICLR 2025 (1+1) Genetic Programming with Functionally Complete Instruction Sets Can Evolve Boolean Conjunctions and Disjunctions with Arbitrarily Small Error AAAI 2025