Mingxi Cheng
Scholar

Mingxi Cheng

Google Scholar ID: -Kp2g58AAAAJ
University of Southern California
Trustworthy AICyber Physical Human SystemsRumorMisinformation
Citations & Impact
All-time
Citations
896
 
H-index
11
 
i10-index
12
 
Publications
20
 
Co-authors
7
list available
Resume (English only)
Academic Achievements
  • Published multiple papers in journals such as Scientific Reports, Frontiers in Psychology, and Frontiers in Artificial Intelligence
  • Presented research at top conferences including The Web Conference 2020, AAMAS 2021, and IEEE IV 2021
  • Developed a COVID-19 rumor dataset and detection methodologies
  • Proposed a GAN-based approach for rumor-to-genetic mutation detection with explanations
  • Designed VRoC: a VAE-aided multi-task rumor classifier based on text
  • Built a general trust framework for multi-agent systems
  • Pioneered deep reinforcement learning frameworks for resource provisioning and task scheduling in data centers