3 papers
cs.CR2024
Collaborative Inference over Wireless Channels with Feature Differential Privacy
Mohamed Seif, Yuqi Nie, Andrea J. Goldsmith +1
Collaborative inference among multiple wireless edge devices has the potential to significantly enhance Artificial Intelligence (AI) applications, particularly for sensing and comp…
q-fin.GN2024
A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges
Yuqi Nie, Yaxuan Kong, Xiaowen Dong +4
Recent advances in large language models (LLMs) have unlocked novel opportunities for machine learning applications in the financial domain. These models have demonstrated remarkab…
cs.IT2024
Over-the-Air Collaborative Inference with Feature Differential Privacy
Mohamed Seif, Yuqi Nie, Andrea Goldsmith +1
Collaborative inference in next-generation networks can enhance Artificial Intelligence (AI) applications, including autonomous driving, personal identification, and activity class…