Jingpu Cheng

According to our database, Jingpu Cheng authored at least 10 papers between 2024 and 2026.

Collaborative distances:

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

2026

Closed-Form Concept Erasure via Double Projections.

Chi Zhang, Jingpu Cheng, Zhixian Wang, Ping Liu

CoRR, April, 2026

Machine Unlearning under Retain-Forget Entanglement.

Jingpu Cheng, Ping Liu, Qianxiao Li, Chi Zhang

CoRR, March, 2026

Deep learning and the rate of approximation by flows.

Jingpu Cheng, Qianxiao Li, Ting Lin, Zuowei Shen

CoRR, March, 2026

2025

Allocation of Parameters in Transformers.

Ruoxi Yu, Haotian Jiang, Jingpu Cheng, Penghao Yu, Qianxiao Li, Zhong Li

CoRR, October, 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

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

Jingpu Cheng, Ting Lin, Zuowei Shen, Qianxiao Li

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

From Weight-Based to State-Based Fine-Tuning: Further Memory Reduction on LoRA with Parallel Control.

Chi Zhang, Lianhai Ren, Jingpu Cheng, Qianxiao Li

Proceedings of the Forty-second International Conference on Machine Learning, 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