3 papers
physics.chem-ph2026
Accounting for Nanofilm Contributions in Interfacial Free Energy Calculations Using Classical Density Functional Theory
Yafan Yang, Zufeng Zuo, Xingyu Zhao +2
Fluid nanofilms play a fundamental role in nanoscale interfacial thermodynamics, yet their treatment in classical density functional theory (cDFT) remains incomplete. We investigat…
cs.LG2026
Shattered Compositionality: Counterintuitive Learning Dynamics of Transformers for Arithmetic
Xingyu Zhao, Darsh Sharma, Rheeya Uppaal +1
Large language models (LLMs) often achieve strong benchmark accuracy yet remain brittle under small distribution shifts. While recent mechanistic studies reveal the discrepancy bet…
cs.CL2025
Tailored Teaching with Balanced Difficulty: Elevating Reasoning in Multimodal Chain-of-Thought via Prompt Curriculum
Xinglong Yang, Quan Feng, Zhongying Pan +7
The effectiveness of Multimodal Chain-of-Thought (MCoT) prompting is often limited by the use of randomly or manually selected examples. These examples fail to account for both mod…