Zicheng Duan's Homepage

Zicheng Duan

I am a second-year Ph.D. student in Computer Science at the Australian Institute for Machine Learning (AIML), University of Adelaide, and I am fortunate to be supervised by Prof. Lingqiao Liu and Dr. Xinyu Zhang. Before that, I completed my Master's degree in Machine Learning and Computer Vision at the Australian National University where I worked on multi-camera detection problems advised by Prof. Liang Zheng.

I am currently working on stream video generation, auto-regressive diffusion video generation, example-based video/image generation, and MLLMs. Previously, I also explored areas such as multiview detection and robotic vision.

I'm looking for industrial internship, feel free to reach out!

Email / Scholar / Linkedin / Github

Research Outputs

	EZIGen: Enhancing zero-shot persoanlized image generation with precise subject encoding and decoupled guidance Zicheng Duan, Yuxuan Ding, Chenhui Gou, Ziqin Zhou, Ethan Smith, Lingqiao Liu BMVC 2025 [Demo Page / Paper / Code]
	Training-Free Motion-Guided Video Generation with Enhanced Temporal Consistency Using Motion Consistency Loss Xinyu Zhang, Zicheng Duan, Dong Gong, Lingqiao Liu BMVC 2025 [Demo Page / Paper]
	Let Your Video Listen to Your Music! Xinyu Zhang, Dong Gong, Zicheng Duan, Anton van den Hengel, Lingqiao Liu ACM MM 2025 [Demo Page / Paper]
	Frame-wise Conditioning Adaptation for Fine-Tuning Diffusion Models in Text-to-Video Prediction Zheyuan Liu, Junyan Wang, Zicheng Duan, Cristian Rodriguez-Opazo, Anton Van Den Hengel arXiv preprint 2025 [Paper]
	Multiview Detection with Cardboard Human Modeling Jiahao Ma, Zicheng Duan, Liang Zheng, Chuong-Nguyen ACCV 2024 [Paper / Code]
	Voxelized 3D Feature Aggregation for Multiview Detection Jiahao Ma, Jinguang Tong, Shan Wang, Zicheng Duan, Liang Zheng, Chuong-Nguyen DICTA 2024 [Paper / Code / Dataset]
	Neurons perception dataset for RoboMaster AI challenge Haoran Li, Zicheng Duan, Jiaqi Li, Mingjun Ma, Yaran Chen, Doingbin Zhao IJCNN 2022 [Paper / Code]
	MVM3Det: A Novel Method for Multi-view Monocular 3D Detection Haoran Li, Zicheng Duan, Mingjun Ma, Yaran Chen, Jiaqi Li, Doingbin Zhao Arxiv Preprint. (2021) [Paper / Code]

Projects

Unofficial implementation of paper The Chosen One

Selected as the official implmentation by the author

[Paper/ Code]

Competitions

ICRA 2021 Wrokshop RoboMaster Competition

Team Neurons, ranks 6/26

Created using the source code from Jon Barron's website