Optimization

Patient-Specific Deep Reinforcement Learning for Automatic Replanning in Head-and-Neck Cancer Proton Therapy MLHC 2025 p-AVAS: Can Physics-Integrated Audio-Visual Modeling Boost Neural Acoustic Synthesis? ICCV 2025 PCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative APIs ICML 2025 PEARL: Towards Permutation-Resilient LLMs ICLR 2025 PepTune: De Novo Generation of Therapeutic Peptides with Multi-Objective-Guided Discrete Diffusion ICML 2025 Performance Guaranteed Poisoning Attacks in Federated Learning: A Sliding Mode Approach IJCAI 2025 Perspective-driven Preference Optimization with Entropy Maximization for Diverse Argument Generation EMNLP 2025 PETRA: Parallel End-to-end Training with Reversible Architectures ICLR 2025 PFDiff: Training-Free Acceleration of Diffusion Models Combining Past and Future Scores ICLR 2025 PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization ACL 2025 Phase and Amplitude-aware Prompting for Enhancing Adversarial Robustness ICML 2025 Phase transitions for the existence of unregularized M-estimators in single index models ICML 2025 PHLoRA: data-free Post-hoc Low-Rank Adapter extraction from full-rank checkpoint IJCNLP 2025 Physical Adversarial Camouflage Through Gradient Calibration and Regularization IJCAI 2025 Physics-aligned field reconstruction with diffusion bridge ICLR 2025 Physics-Assisted and Topology-Informed Deep Learning for Weather Prediction IJCAI 2025 Physics-based Generative Models for Geometrically Consistent and Interpretable Wireless Channel Synthesis IJCAI 2025 Physics-Driven Data Generation for Contact-Rich Manipulation via Trajectory Optimization RSS 2025 Physics-Informed Deep Learning and Compressive Collocation for High-Dimensional Diffusion-Reaction Equations: Practical Existence Theory and Numerics JMLR 2025 Physics-Informed DeepONets for drift-diffusion on metric graphs: simulation and parameter identification ICML 2025 Physics-Informed Diffusion Models ICLR 2025 Physics-informed Kernel Learning JMLR 2025 Physics Informed Kolmogorov-Arnold Neural Networks for Dynamical Analysis via Efficient-KAN and WAV-KAN JMLR 2025 Physics-Informed Weakly Supervised Learning For Interatomic Potentials ICML 2025 PiCO: Peer Review in LLMs based on Consistency Optimization ICLR 2025