Foundation Models

SATBench: Benchmarking LLMs’ Logical Reasoning via Automated Puzzle Generation from SAT Formulas EMNLP 2025 SATER: A Self-Aware and Token-Efficient Approach to Routing and Cascading EMNLP 2025 SAUCE: Selective Concept Unlearning in Vision-Language Models with Sparse Autoencoders ICCV 2025 Scaffolding Coordinates to Promote Vision-Language Coordination in Large Multi-Modal Models COLING 2025 Scalable Generation of Spatial Transcriptomics from Histology Images via Whole-Slide Flow Matching ICML 2025 Scalable Influence and Fact Tracing for Large Language Model Pretraining ICLR 2025 Scalable, Sustainable, Generalizable, and Responsible AI for Public Sector AAAI 2025 Scaling Capability in Token Space: An Analysis of Large Vision Language Model JMLR 2025 Scaling Diffusion Language Models via Adaptation from Autoregressive Models ICLR 2025 Scaling Large Motion Models with Million-Level Human Motions ICML 2025 Scaling Laws for Forgetting during Finetuning with Pretraining Data Injection ICML 2025 Scaling Laws for Native Multimodal Models ICCV 2025 Scaling Laws for Pre-training Agents and World Models ICML 2025 Scaling Speech-Text Pre-training with Synthetic Interleaved Data ICLR 2025 Scaling Stick-Breaking Attention: An Efficient Implementation and In-depth Study ICLR 2025 Scaling Trends in Language Model Robustness ICML 2025 Scaling Wearable Foundation Models ICLR 2025 SCALM: Detecting Bad Practices in Smart Contracts Through LLMs AAAI 2025 ScanEdit: Hierarchically-Guided Functional 3D Scan Editing ICCV 2025 Scendi Score: Prompt-Aware Diversity Evaluation via Schur Complement of CLIP Embeddings ICCV 2025 SceneFactor: Factored Latent 3D Diffusion for Controllable 3D Scene Generation CVPR 2025 Scene-LLM: Extending Language Model for 3D Visual Reasoning WACV 2025 Schema Generation for Large Knowledge Graphs Using Large Language Models EMNLP 2025 SciAssess: Benchmarking LLM Proficiency in Scientific Literature Analysis NAACL 2025 SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding ICLR 2025