Mingqi Yang

1. A New Perspective on the Effects of Spectrum in Graph Neural Networks
   2021/12/14 by Mingqi Yang, Yanming Shen, Yang, Mingqi +9 · 2 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Preguss: It Analyzes, It Specifies, It Verifies
   2025/08/20 by Zhongyi Wang, Wang, Zhongyi, Tengjie Lin +13 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Formal Methods in Verification #Logic in Computer Science (cs.LO) #Model-Driven Software Engineering Techniques #Software Engineering (cs.SE)
3. Think2Go: Generative Next POI Recommendation with LLM Reasoning
   2026/07/31 by Zhuang Zhuang, Shanshan Feng, Hangwei Qian +4
   Computer Science · #cs.IR