Optimization

PIC: Unlocking Long-Form Text Generation Capabilities of Large Language Models via Position ID Compression ACL 2025 PIED: Physics-Informed Experimental Design for Inverse Problems ICLR 2025 PIG: Physics-Informed Gaussians as Adaptive Parametric Mesh Representations ICLR 2025 PI-HMR: Towards Robust In-bed Temporal Human Shape Reconstruction with Contact Pressure Sensing CVPR 2025 PILAF: Optimal Human Preference Sampling for Reward Modeling ICML 2025 Piloting Structure-Based Drug Design via Modality-Specific Optimal Schedule ICML 2025 PiML: Automated Machine Learning Workflow Optimization using LLM Agents AutoML 2025 PINNsAgent: Automated PDE Surrogation with Large Language Models ICML 2025 PipeOffload: Improving Scalability of Pipeline Parallelism with Memory Optimization ICML 2025 PipeThreader: Software-Defined Pipelining for Efficient DNN Execution OSDI 2025 PISA Experiments: Exploring Physics Post-Training for Video Diffusion Models by Watching Stuff Drop ICML 2025 PLADIS: Pushing the Limits of Attention in Diffusion Models at Inference Time by Leveraging Sparsity ICCV 2025 PlanarSplatting: Accurate Planar Surface Reconstruction in 3 Minutes CVPR 2025 Planning Anything with Rigor: General-Purpose Zero-Shot Planning with LLM-based Formalized Programming ICLR 2025 PLAN: Proactive Low-Rank Allocation for Continual Learning ICCV 2025 PLeaS - Merging Models with Permutations and Least Squares CVPR 2025 PMPO: A Self-Optimizing Framework for Creating High-Fidelity Measurement Tools for Social Bias in Large Language Models IJCNLP 2025 PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models EMNLP 2025 PMSS: Pretrained Matrices Skeleton Selection for LLM Fine-tuning COLING 2025 Policy Design for Two-sided Platforms with Participation Dynamics ICML 2025 Policy Filtration for RLHF to Mitigate Noise in Reward Models ICML 2025 polybasic Speculative Decoding Through a Theoretical Perspective ICML 2025 PolyNet: Learning Diverse Solution Strategies for Neural Combinatorial Optimization ICLR 2025 POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation CVPR 2025 POp-GS: Next Best View in 3D-Gaussian Splatting with P-Optimality CVPR 2025