Foundation Models

Lean-STaR: Learning to Interleave Thinking and Proving ICLR 2025 Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene CVPR 2025 Learning-Augmented Search Data Structures ICLR 2025 Learning from LLM Agents: In-Context Generative Models for Text Casing in E-Commerce Ads EMNLP 2025 Learning Harmonized Representations for Speculative Sampling ICLR 2025 Learning Null Geodesics for Gravitational Lensing Rendering in General Relativity ICCV 2025 Learning Physics Informed Neural ODEs with Partial Measurements AAAI 2025 Learning to engineer protein flexibility ICLR 2025 Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers AAAI 2025 Learning to Identify Seen Unseen and Unknown in the Open World: A Practical Setting for Zero-Shot Learning WACV 2025 Learning to Insert [PAUSE] Tokens for Better Reasoning ACL 2025 Learning to Look at the Other Side: A Semantic Probing Study of Word Embeddings in LLMs with Enabled Bidirectional Attention ACL 2025 Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models ACL 2025 LegalSearchLM: Rethinking Legal Case Retrieval as Legal Elements Generation EMNLP 2025 LEKA: LLM-Enhanced Knowledge Augmentation IJCAI 2025 Length Representations in Large Language Models EMNLP 2025 Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts ACL 2025 Less is More: Empowering GUI Agent with Context-Aware Simplification ICCV 2025 Let’s Be Self-generated via Step by Step: A Curriculum Learning Approach to Automated Reasoning with Large Language Models ACL 2025 LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization EMNLP 2025 Let’s Reason Formally: Natural-Formal Hybrid Reasoning Enhances LLM’s Math Capability EMNLP 2025 Leveraging Context for Multimodal Fallacy Classification in Political Debates ACL 2025 Leveraging Debiased Cross-modal Attention Maps and Code-based Reasoning for Zero-shot Referring Expression Comprehension ICCV 2025 Leveraging First and Zeroth-Order Gradient to Address Imbalanced Black-Box Prompt Tuning via Minimax Optimization AAAI 2025 Leveraging Knowledge Graph-Enhanced LLMs for Context-Aware Medical Consultation EMNLP 2025