Foundation Models

Position: AI Competitions Provide the Gold Standard for Empirical Rigor in GenAI Evaluation ICML 2025 Position: AI Scaling: From Up to Down and Out ICML 2025 Position: AI Should Not Be An Imitation Game: Centaur Evaluations ICML 2025 POSITION BIAS MITIGATES POSITION BIAS: Mitigate Position Bias Through Inter-Position Knowledge Distillation EMNLP 2025 Position: Current Model Licensing Practices are Dragging Us into a Quagmire of Legal Noncompliance ICML 2025 Position: Editing Large Language Models Poses Serious Safety Risks ICML 2025 Position: Future Research and Challenges Remain Towards AI for Software Engineering ICML 2025 Position: Generative AI Regulation Can Learn from Social Media Regulation ICML 2025 Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks ICML 2025 Position: Human Baselines in Model Evaluations Need Rigor and Transparency (With Recommendations & Reporting Checklist) ICML 2025 Position IDs Matter: An Enhanced Position Layout for Efficient Context Compression in Large Language Models EMNLP 2025 Position: In-House Evaluation Is Not Enough. Towards Robust Third-Party Evaluation and Flaw Disclosure for General-Purpose AI ICML 2025 Position: Language model developers should report train-test overlap ICML 2025 Position: Machine Learning Models Have a Supply Chain Problem ICML 2025 Position Really Matters: Towards a Holistic Approach for Prompt Tuning NAACL 2025 Position: Societal Impacts Research Requires Benchmarks for Creative Composition Tasks ICML 2025 Position: Truly Self-Improving Agents Require Intrinsic Metacognitive Learning ICML 2025 Position: We Need An Algorithmic Understanding of Generative AI ICML 2025 PosterO: Structuring Layout Trees to Enable Language Models in Generalized Content-Aware Layout Generation CVPR 2025 Pre3: Enabling Deterministic Pushdown Automata for Faster Structured LLM Generation ACL 2025 Preble: Efficient Distributed Prompt Scheduling for LLM Serving ICLR 2025 Predicting Prostate Cancer Progression During Active Surveillance Using Longitudinal bpMRI Scans and A Multi-scale Foundation Model MIDL 2025 Predicting User Behavior in Smart Spaces with LLM-Enhanced Logs and Personalized Prompts AAAI 2025 Predictive Data Selection: The Data That Predicts Is the Data That Teaches ICML 2025 Preference learning made easy: Everything should be understood through win rate ICML 2025