Error Bounds of Supervised Classification from Information-Theoretic Perspective. - Binchuan Qi; Wei Gong; Li Li (CoRR, 2024)

General Distribution Learning: A theoretical framework for Deep Learning. - Binchuan Qi; Li Li; Wei Gong (CoRR, 2024)

Extended convexity and smoothness and their applications in deep learning. - Binchuan Qi (CoRR, 2024)

Towards Understanding the Optimization Mechanisms in Deep Learning. - Binchuan Qi; Wei Gong; Li Li (CoRR, 2025)

Explanation framework for industrial recommendation systems based on the generative adversarial network with embedding constraints. - Binchuan Qi; Wei Gong 003; Li Li 008 (Auton. Intell. Syst., 2025)