3 papers
cs.CL2025
The Valley of Code Reasoning: Scaling Knowledge Distillation of Large Language Models
Muyu He, Muhammad Ali Shafique, Anand Kumar +2
Distilling the thinking traces of a Large Language Model (LLM) with reasoning capabilities into a smaller model has been proven effective. Yet, there is a scarcity of work done on…
cs.AI2025
Impatient Users Confuse AI Agents: High-fidelity Simulations of Human Traits for Testing Agents
Muyu He, Anand Kumar, Tsach Mackey +3
Despite rapid progress in building conversational AI agents, robustness is still largely untested. Small shifts in user behavior, such as being more impatient, incoherent, or skept…
cs.LG2020
Leveraging Multimodal Behavioral Analytics for Automated Job Interview Performance Assessment and Feedback
Anumeha Agrawal, Rosa Anil George, Selvan Sunitha Ravi +2
Behavioral cues play a significant part in human communication and cognitive perception. In most professional domains, employee recruitment policies are framed such that both profe…