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Peiliang Cai — most-cited papers & profile · Generative Models
← authors
·
overview
Peiliang Cai
12
papers ·
0
citations
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Most-cited papers
SpecEdit: Training-Free Acceleration for Diffusion based Image Editing via Semantic Locking
2026
Focused Forcing: Content-Aware Per-Frame KV Selection for Efficient Autoregressive Video Diffusion
2026
Dynamic Video Generation: Shaping Video Generation Across Time and Space
2026
Beyond Fixed Formulas: Data-Driven Linear Predictor for Efficient Diffusion Models
2026
LESA: Learnable Stage-Aware Predictors for Diffusion Model Acceleration
2026
Let Features Decide Their Own Solvers: Hybrid Feature Caching for Diffusion Transformers
2025
FreqCa: Accelerating Diffusion Models via Frequency-Aware Caching
2025
A Survey on Cache Methods in Diffusion Models: Toward Efficient Multi-Modal Generation
2025
Forecast then Calibrate: Feature Caching as ODE for Efficient Diffusion Transformers
2025
HiCache: A Plug-in Scaled-Hermite Upgrade for Taylor-Style Cache-then-Forecast Diffusion Acceleration
2025
Top co-authors
Jiacheng Liu
· 10
Linfeng Zhang
· 8
Shikang Zheng
· 8
Chang Zou
· 7
Yuqi Lin
· 7
Qinming Zhou
· 5
Xinyu Wang
· 4
Yue Ma
· 4
Liang Feng
· 3
Guantao Chen
· 2
Haowen Xu
· 2
Junjie Chen
· 2
Topics
cs.CV
cs.AI
cs.LG