7 papers
Personalized Assessments from Personal Artifacts
Yufan Zhang, Jaromir Savelka, Seth Copen Goldstein +1
The rapid development and popularization of AI-enabled coding agents have meant software engineering students and professionals cannot be assumed to understand their own code, whic…
Covariance-Aware Transformers for Quadratic Programming and Decision Making
Kutay Tire, Yufan Zhang, Ege Onur Taga +1
We explore the use of transformers for solving quadratic programs and how this capability benefits decision-making problems that involve covariance matrices. We first show that the…
Changes in Coding Behavior and Performance Since the Introduction of LLMs
Yufan Zhang, Jaromir Savelka, Seth Copen Goldstein +1
The widespread availability of large language models (LLMs) has changed how students engage with coding and problem-solving. While these tools may increase student productivity, th…
AI Literacy Assessment Revisited: A Task-Oriented Approach Aligned with Real-world Occupations
Christopher Bogart, Aparna Warrier, Arav Agarwal +6
As artificial intelligence (AI) systems become ubiquitous in professional contexts, there is an urgent need to equip workers, often with backgrounds outside of STEM, with the skill…
Toward Engineering AGI: Benchmarking the Engineering Design Capabilities of LLMs
Xingang Guo, Yaxin Li, Xiangyi Kong +62
Modern engineering, spanning electrical, mechanical, aerospace, civil, and computer disciplines, stands as a cornerstone of human civilization and the foundation of our society. Ho…
Utilizing Sequential Information of General Lab-test Results and Diagnoses History for Differential Diagnosis of Dementia
Yizong Xing, Dhita Putri Pratama, Yuke Wang +2
Early diagnosis of Alzheimer's Disease (AD) faces multiple data-related challenges, including high variability in patient data, limited access to specialized diagnostic tests, and…