Scholar
Mingxi Cheng
Google Scholar ID: -Kp2g58AAAAJ
University of Southern California
Trustworthy AI
Cyber Physical Human Systems
Rumor
Misinformation
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Homepage
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Citations & Impact
All-time
Citations
896
H-index
11
i10-index
12
Publications
20
Co-authors
7
list available
Contact
CV
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GitHub
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LinkedIn
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Publications
6 items
BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation
2026
Cited
0
Can Vision Language Models Assess Graphic Design Aesthetics? A Benchmark, Evaluation, and Dataset Perspective
2026
Cited
0
EMoE: Eigenbasis-Guided Routing for Mixture-of-Experts
2026
Cited
0
ERMoE: Eigen-Reparameterized Mixture-of-Experts for Stable Routing and Interpretable Specialization
2025
Cited
0
Eigen Neural Network: Unlocking Generalizable Vision with Eigenbasis
2025
Cited
0
Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization
2024
Cited
12
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
Co-authors
7 total
Paul Bogdan
Associate Professor, University of Southern California
Shahin Nazarian
University of Southern California, Professor of Electrical and Computer Engineering Practice
Chenzhong Yin
Applied Scientist at Microsoft
Co-author 4
Andrei Irimia
Associate Professor, USC & KCL
Jyotirmoy V. Deshmukh
Associate Professor, University of Southern California
Yizhi Li
University of Manchester, M-A-P
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