2 papers
cs.AI2026
Deciphering Shortcut Learning from an Evolutionary Game Theory Perspective
Xiayang Li, Kuo Gai, Shihua Zhang
Shortcut learning causes deep learning models to rely on non-essential features within the data. However, its formation in deep neural network training still lacks theoretical unde…
cs.LG2025
Learning-Based TSP-Solvers Tend to Be Overly Greedy
Xiayang Li, Shihua Zhang
Deep learning has shown significant potential in solving combinatorial optimization problems such as the Euclidean traveling salesman problem (TSP). However, most training and test…