Foundation Models

Parallel Continuous Chain-of-Thought with Jacobi Iteration EMNLP 2025 Parameter-Efficient Adaptation of Geospatial Foundation Models through Embedding Deflection ICCV 2025 Parameter-efficient Fine-tuning in Hyperspherical Space for Open-vocabulary Semantic Segmentation CVPR 2025 Parameter-Efficient Fine-Tuning of State Space Models ICML 2025 Parameter-free and Accessible Prompt Learning to Enhance Adversarial Robustness for Pre-trained Vision-Language Models NAACL 2025 Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models ICML 2025 Path-enhanced Pre-trained Language Model for Knowledge Graph Completion EMNLP 2025 Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline EMNLP 2025 PathwiseRAG: Multi-Dimensional Exploration and Integration Framework EMNLP 2025 Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations ACL 2025 PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations ICML 2025 PEPE: Long-context Extension for Large Language Models via Periodic Extrapolation Positional Encodings EMNLP 2025 Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model CVPR 2025 PersLLM: A Personified Training Approach for Large Language Models EMNLP 2025 Persona-Augmented Benchmarking: Evaluating LLMs Across Diverse Writing Styles EMNLP 2025 Personality-Guided Code Generation Using Large Language Models ACL 2025 Personality Vector: Modulating Personality of Large Language Models by Model Merging EMNLP 2025 Personalized Text Generation with Contrastive Activation Steering ACL 2025 Personalize Your LLM: Fake it then Align it NAACL 2025 Personal Travel Solver: A Preference-Driven LLM-Solver System for Travel Planning ACL 2025 PersonaX: A Recommendation Agent-Oriented User Modeling Framework for Long Behavior Sequence ACL 2025 PertEval-scFM: Benchmarking Single-Cell Foundation Models for Perturbation Effect Prediction ICML 2025 Perturbating, Tuning, and Collaborating: Harnessing Vision Foundation Models for Single Domain Generalization on Medical Imaging AAAI 2025 PeSANet: Physics-encoded Spectral Attention Network for Simulating PDE-Governed Complex Systems IJCAI 2025 PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization ACL 2025