Publications (6)
Accurate Solutions of Polynomial Eigenvalue Problems
Yiling You, Jose Israel Rodriguez, Lek-Heng Lim
Quadratic eigenvalue problems (QEP) and more generally polynomial eigenvalue problems (PEP) are among the most common types of nonlinear eigenvalue problems. Both problems, especia…
Limitations and Improvements of the Intelligent Driver Model (IDM)
Saleh Albeaik, Alexandre Bayen, Maria Teresa Chiri +7
This contribution analyzes the widely used and well-known "intelligent driver model (briefly IDM), which is a second order car-following model governed by a system of ordinary diff…
Parallel Network Flow Allocation in Repeated Routing Games via LQR Optimal Control
Marsalis Gibson, Yiling You, Alexandre Bayen
In this article, we study the repeated routing game problem on a parallel network with affine latency functions on each edge. We cast the game setup in a LQR control theoretic fram…
Fiber product homotopy method for multiparameter eigenvalue problems
Jose Israel Rodriguez, Jin-Hong Du, Yiling You +1
We develop a new homotopy method for solving multiparameter eigenvalue problems (MEPs) called the fiber product homotopy method. For a -parameter eigenvalue problem with matrice…
MultiBalance: Multi-Objective Gradient Balancing in Industrial-Scale Multi-Task Recommendation System
Yun He, Xuxing Chen, Jiayi Xu +11
In industrial recommendation systems, multi-task learning (learning multiple tasks simultaneously on a single model) is a predominant approach to save training/serving resources an…
Traffic Control via Connected and Automated Vehicles: An Open-Road Field Experiment with 100 CAVs
Jonathan W. Lee, Han Wang, Kathy Jang +61
The CIRCLES project aims to reduce instabilities in traffic flow, which are naturally occurring phenomena due to human driving behavior. These "phantom jams" or "stop-and-go waves,…