Foundation Models

Photolithography Overlay Map Generation with Implicit Knowledge Distillation Diffusion Transformer ICCV 2025 Physics: Benchmarking Foundation Models on University-Level Physics Problem Solving ACL 2025 Physics Context Builders: A Modular Framework for Physical Reasoning in Vision-Language Models ICCV 2025 Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science AAAI 2025 Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models ICML 2025 Physics-Informed Weakly Supervised Learning For Interatomic Potentials ICML 2025 Physics Reasoner: Knowledge-Augmented Reasoning for Solving Physics Problems with Large Language Models COLING 2025 PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning ACL 2025 PhyT2V: LLM-Guided Iterative Self-Refinement for Physics-Grounded Text-to-Video Generation CVPR 2025 Pico: A Modular Framework for Hypothesis-Driven Small Language Model Research EMNLP 2025 PiCO: Peer Review in LLMs based on Consistency Optimization ICLR 2025 PIC: Unlocking Long-Form Text Generation Capabilities of Large Language Models via Position ID Compression ACL 2025 PlanningArena: A Modular Benchmark for Multidimensional Evaluation of Planning and Tool Learning ACL 2025 Planning-Aware Code Infilling via Horizon-Length Prediction EMNLP 2025 Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding CoNLL 2025 Playpen: An Environment for Exploring Learning From Dialogue Game Feedback EMNLP 2025 Plug-and-Play PPO: An Adaptive Point Prompt Optimizer Making SAM Greater CVPR 2025 PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models EMNLP 2025 PoemBERT: A Dynamic Masking Content and Ratio Based Semantic Language Model For Chinese Poem Generation COLING 2025 POLO: An LLM-Powered Project-Level Code Performance Optimization Framework IJCAI 2025 polyBART: A Chemical Linguist for Polymer Property Prediction and Generative Design EMNLP 2025 PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment ACL 2025 Portable Reward Tuning: Towards Reusable Fine-Tuning across Different Pretrained Models ICML 2025 Portcullis: A Scalable and Verifiable Privacy Gateway for Third-Party LLM Inference AAAI 2025 Pos3R: 6D Pose Estimation for Unseen Objects Made Easy CVPR 2025