Peiliang Cai

According to our database, Peiliang Cai authored at least 5 papers in 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of two.

2025

A Survey on Cache Methods in Diffusion Models: Toward Efficient Multi-Modal Generation.

Jiacheng Liu, Xinyu Wang, Yuqi Lin, Zhikai Wang, Peiru Wang, Peiliang Cai, Qinming Zhou, Zhengan Yan, Zexuan Yan, Zhengyi Shi, Chang Zou, Yue Ma, Linfeng Zhang

CoRR, October, 2025

FreqCa: Accelerating Diffusion Models via Frequency-Aware Caching.

Jiacheng Liu, Peiliang Cai, Qinming Zhou, Yuqi Lin, Deyang Kong, Benhao Huang, Yupei Pan, Haowen Xu, Chang Zou, Junshu Tang, Shikang Zheng, Linfeng Zhang

CoRR, October, 2025

Let Features Decide Their Own Solvers: Hybrid Feature Caching for Diffusion Transformers.

Shikang Zheng, Guantao Chen, Qinming Zhou, Yuqi Lin, Lixuan He, Chang Zou, Peiliang Cai, Jiacheng Liu, Linfeng Zhang

CoRR, October, 2025

HiCache: Training-free Acceleration of Diffusion Models via Hermite Polynomial-based Feature Caching.

Liang Feng, Shikang Zheng, Jiacheng Liu, Yuqi Lin, Qinming Zhou, Peiliang Cai, Xinyu Wang, Junjie Chen, Chang Zou, Yue Ma, Linfeng Zhang

CoRR, August, 2025

Forecast then Calibrate: Feature Caching as ODE for Efficient Diffusion Transformers.

Shikang Zheng, Liang Feng, Xinyu Wang, Qinming Zhou, Peiliang Cai, Chang Zou, Jiacheng Liu, Yuqi Lin, Junjie Chen, Yue Ma, Linfeng Zhang

CoRR, August, 2025