Scholar
Xueqi Cheng
Google Scholar ID: MWnSFPMAAAAJ
Ph.D. student, Florida State University
Citations & Impact
Citations
175
H-index
5
i10-index
4
Publications
11
Co-authors
11
list available
Publications
Resume (English only)
Academic Achievements
- Published multiple papers, such as 'MISLEADER: Defending against Model Extraction with Ensembles of Distilled Models' and 'BTS: A Comprehensive Benchmark for Tie Strength Prediction'. Several preprints are also available online. Received awards including Dean’s Doctoral Student Award and Engineering Graduate Fellowship. Invited to serve as a member of several academic conferences and workshops.
Research Experience
- Research intern at AT&T Labs, working on enhancing the serviceability of Large Language Models (LLMs). Previously worked at NDS Lab under the supervision of Dr. Derr.
Education
- Ph.D. student in Computer Science at Florida State University, advised by Dr. Yushun Dong.
Background
- Research interests: enhancing the utility, security, and efficiency of Machine Learning as a Service (MLaaS), with applications ranging from graph-based learning to natural language processing and computer vision. Also broadly interested in social network analysis and AI for social good, focusing on how AI can help address key societal challenges.
Miscellany
- Feel free to drop an Email for collaboration.
