Chengyi Cai

According to our database, Chengyi Cai authored at least 13 papers between 2022 and 2026.

Collaborative distances:

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

2026

Adapting in the Dark: Efficient and Stable Test-Time Adaptation for Black-Box Models.

Yunbei Zhang, Shuaicheng Niu, Chengyi Cai, Feng Liu, Jihun Hamm

CoRR, April, 2026

Prime Once, then Reprogram Locally: An Efficient Alternative to Black-Box Service Model Adaptation.

Yunbei Zhang, Chengyi Cai, Feng Liu, Jihun Hamm

CoRR, April, 2026

Per-parameter Task Arithmetic for Unlearning in Large Language Models.

Chengyi Cai, Zesheng Ye, Jiangchao Yao, Jianzhong Qi, Bo Han, Xiaolu Zhang, Feng Liu, Jun Zhou

CoRR, January, 2026

Visual-Guided Key-Token Regularization for Multimodal Large Language Model Unlearning.

Chengyi Cai, Zesheng Ye, Peike Li, Bo Han, Jianzhong Qi, Feng Liu

CoRR, January, 2026

Let's Roll a BiFTA: Bi-refinement for Fine-grained Text-visual Alignment in Vision-Language Models.

Yuhao Sun, Chengyi Cai, Jiacheng Zhang, Zesheng Ye, Xingliang Yuan, Feng Liu

Trans. Mach. Learn. Res., 2026

2025

Neural Network Reprogrammability: A Unified Theme on Model Reprogramming, Prompt Tuning, and Prompt Instruction.

Zesheng Ye, Chengyi Cai, Ruijiang Dong, Jianzhong Qi, Lei Feng, Pin-Yu Chen, Feng Liu

CoRR, June, 2025

Attribute-based Visual Reprogramming for Image Classification with CLIP.

Chengyi Cai, Zesheng Ye, Lei Feng, Jianzhong Qi, Feng Liu

CoRR, January, 2025

Understanding Model Reprogramming for CLIP via Decoupling Visual Prompts.

Chengyi Cai, Zesheng Ye, Lei Feng, Jianzhong Qi, Feng Liu

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Attribute-based Visual Reprogramming for Vision-Language Models.

Chengyi Cai, Zesheng Ye, Lei Feng, Jianzhong Qi, Feng Liu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Bayesian-guided Label Mapping for Visual Reprogramming.

Chengyi Cai, Zesheng Ye, Lei Feng, Jianzhong Qi, Feng Liu

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Sample-specific Masks for Visual Reprogramming-based Prompting.

Chengyi Cai, Zesheng Ye, Lei Feng, Jianzhong Qi, Feng Liu

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

A Hybrid Intelligent Classification System for Geriatric Frailty Syndrome Prevention and Control.

Chengyi Cai, Hui Liu, Xujiao Chen, Yanfei Li

Proceedings of the 2024 4th International Conference on Bioinformatics and Intelligent Computing, 2024

2022

CLUE: Consolidating Learned and Undergoing Experience in Domain-Incremental Classification.

Chengyi Cai, Jiaxin Liu, Wendi Yu, Yuchen Guo

Proceedings of the Computer Vision - ACCV 2022, 2022