Publications

A collection of my research work.

Temporally Grounded Compositional Camera Motion Understanding via Geometric Knowledge Distillation

Temporally Grounded Compositional Camera Motion Understanding via Geometric Knowledge Distillation

Dazhao Du, Shiyan Du, Jian Liu, Yongjian Yu, Bohai Gu, Tao Han, Hualuo Liu, Eric Liu, Yujia Zhang, Xi Chen, Song Guo

arXiv Preprint

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DEIG: Detail-Enhanced Instance Generation with Fine-Grained Semantic Control

DEIG: Detail-Enhanced Instance Generation with Fine-Grained Semantic Control

Shiyan Du, Conghan Yue, Xinyu Cheng, Dongyu Zhang

AAAI 2026, Oral

PaperCode
Improving Fine-Grained Control via Aggregation of Multiple Diffusion Models
Improving Fine-Grained Control via Aggregation of Multiple Diffusion Models

Improving Fine-Grained Control via Aggregation of Multiple Diffusion Models

Conghan Yue, Zhengwei Peng, Shiyan Du, Zhi Ji, Chuangjian Cai, Le Wan, Dongyu Zhang

arXiv Preprint

PaperCode
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge

Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge

Conghan Yue, Zhengwei Peng, Junlong Ma, Shiyan Du, Pengxu Wei, Dongyu Zhang

ICML 2024

PaperCode