Jingpu Cheng

According to our database, Jingpu Cheng authored at least 4 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A unified framework on the universal approximation of transformer-type architectures.

Jingpu Cheng, Qianxiao Li, Ting Lin, Zuowei Shen

CoRR, June, 2025

Interpolation, Approximation, and Controllability of Deep Neural Networks.

Jingpu Cheng, Qianxiao Li, Ting Lin, Zuowei Shen

SIAM J. Control. Optim., 2025

2024

Parameter-Efficient Fine-Tuning with Controls.

Chi Zhang, Jingpu Cheng, Yanyu Xu, Qianxiao Li

Proceedings of the Forty-first International Conference on Machine Learning, 2024

An Optimal Control View of LoRA and Binary Controller Design for Vision Transformers.

Chi Zhang, Jingpu Cheng, Qianxiao Li

Proceedings of the Computer Vision - ECCV 2024, 2024