3 papers
cs.LG2025
Adaptive Riemannian Graph Neural Networks
Xudong Wang, Chris Ding, Tongxin Li +1
Graph data often exhibits complex geometric heterogeneity, where structures with varying local curvature, such as tree-like hierarchies and dense communities, coexist within a sing…
eess.SY2025
InstructMPC: A Human-LLM-in-the-Loop Framework for Context-Aware Control
Ruixiang Wu, Jiahao Ai, Tongxin Li
Model Predictive Control (MPC) is a powerful control strategy widely utilized in domains like energy management, building control, and autonomous systems. However, its effectivenes…
eess.SY2024
Behavior-Aware Efficient Detection of Malicious EVs in V2G Systems
Ruixiang Wu, Xudong Wang, Tongxin Li
With the rapid development of electric vehicles (EVs) and vehicle-to-grid (V2G) technology, detecting malicious EV drivers is becoming increasingly important for the reliability an…