Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewardsby Haoxiang…
MMSR: Symbolic Regression is a Multi-Modal Information Fusion Taskby Yanjie Li, Jingyi Liu, Weijun Li,…
Prediction-Powered Ranking of Large Language Modelsby Ivi Chatzi, Eleni Straitouri, Suhas Thejaswi, Manuel Gomez RodriguezFirst…
RAVEL: Evaluating Interpretability Methods on Disentangling Language Model Representationsby Jing Huang, Zhengxuan Wu, Christopher Potts,…
Robustly Learning Single-Index Models via Alignment Sharpnessby Nikos Zarifis, Puqian Wang, Ilias Diakonikolas, Jelena DiakonikolasFirst…
A Multi-Fidelity Methodology for Reduced Order Models with High-Dimensional Inputsby Bilal Mufti, Christian Perron, Dimitri…
Contextualized Diffusion Models for Text-Guided Image and Video Generationby Ling Yang, Zhilong Zhang, Zhaochen Yu,…
On the Generalization Capability of Temporal Graph Learning Algorithms: Theoretical Insights and a Simpler Methodby…
Referee Can Play: An Alternative Approach to Conditional Generation via Model Inversionby Xuantong Liu, Tianyang…
Building Flexible Machine Learning Models for Scientific Computing at Scaleby Tianyu Chen, Haoyi Zhou, Ying…