Xiaoman Lu

Xiaoman Lu is a PhD Candidate in the Department of Computer Science at the University of Warwick , under the supervision of Dr. Yu Guan. She is a member of Ubiquitous & Visual Computing Lab (UVLab).

Before joining UoW, she obtained her bachelor degree in Mathematics from the Northeastern University (China) in 2024.

Her work is at the intersection of computer graphics, machine learning, and information safety. In Xiaoman's research, she explores methods to implement deepfake detection, with a focus on developing effective, robust and generalised deepFakes detection algorithms.

Email / CV / Google Scholar / Twitter / Github / Linkedin

Publications

See a full-list of publication at my Google Scholar.

	Facial image inpainting for big data using an effective attention mechanism and a convolutional neural network Xiaoman Lu, Ran Lu, Wenhao Zhao, Erbin Ma Frontiers in Neurorobotics, 2022 pdf / BibTeX
	Modeling the emitted carbon dioxide and monoxide gases in the gasification process using optimized hybrid machine learning models Baohua Shen, Xiaoman Lu, Juan Jiang, Daoguo Li Chemical Product and Process Modeling, Vol. 19(6), 2024 pdf / BibTeX
	Image Inpainting Generation Adversative Network Based on Attention Mechanism Xiaoman Lu, Ran Lu, Wenhao Zhao, Erbin Ma, Hegui Zhu IEEE 5th International Conference on Automation, Electronics and Electrical Engineering (AUTEEE), 2022 pdf / BibTeX

Teaching Experience

Fall 2024/25 & Fall 2025/26 & Spring 2025/26- CS133: Professional Skills , Teaching Assistant

Spring 2024/25 - CS355: Digital Forensics , Teaching Assistant

Fall 2025/26 - CS345/912: Sensor Networks and Mobile Data Communications , Teaching Assistant

Misc.

During my free time, I enjoy travelling, photography.