2 citations · 2 across the 4 of their papers we have counts for
6 papers
Cogniscope: Modeling Social Media Interactions as Digital Biomarkers for Early Detection of Cognitive Decline
Ananya Drishti, Mahfuza Farooque
Alzheimer's disease (AD) and its prodromal stage, Mild Cognitive Impairment (MCI), are associated with subtle declines in memory, attention, and language that often go undetected u…
LangSAT: A Novel Framework Combining NLP and Reinforcement Learning for SAT Solving
Muyu Pan, Matthew Walter, Dheeraj Kodakandla +1
Our work presents a novel reinforcement learning (RL) based framework to optimize heuristic selection within the conflict-driven clause learning (CDCL) process, improving the effic…
Fine-Tuned Large Language Models for Logical Translation: Reducing Hallucinations with Lang2Logic
Muyu Pan, Dheeraj Kodakandla, Mahfuza Farooque
Recent advances in natural language processing (NLP), particularly large language models (LLMs), have motivated the automatic translation of natural language statements into formal…
Causally-Informed Reinforcement Learning for Adaptive Emotion-Aware Social Media Recommendation
Bhavika Jain, Robert Pitsko, Ananya Drishti +1
Social media recommendation systems play a central role in shaping users' emotional experiences. However, most systems are optimized solely for engagement metrics, such as click ra…
Memory-Augmented Log Analysis with Phi-4-mini: Enhancing Threat Detection in Structured Security Logs
Anbi Guo, Mahfuza Farooque
Structured security logs are critical for detecting advanced persistent threats (APTs). Large language models (LLMs) struggle in this domain due to limited context and domain misma…
Next-Gen Education: Enhancing AI for Microlearning
Suman Saha, Fatemeh Rahbari, Farhan Sadique +3
This paper explores integrating microlearning strategies into university curricula, particularly in computer science education, to counteract the decline in class attendance and en…