Xin Yu

My name is Xin Yu, an Associate Professor at the University of Queensland. I am an Australian Research Council Discovery Early Career Researcher Award 2023-2025 (DECRA) recipient and an awardee of the prestigious Google Research Scholar Program in 2021. I am also a Google Visiting Faculty. Previously, I was a research fellow at the Australian National University (ANU). I received my PhD degree from the Australian National Unversity under the supervision of Prof. Richard Hartley, Prof. Fatih Porikli and Dr. Basura Fernando. I also received a PhD degree from Tsinghua University supervised by Prof. Li Zhang. I am interested in Computer Vision and Machine Learning topics. Computer Vision and Machine Learning topics. My research topics includes various computer vision and machine learning tasks, especially in efficient low-level image processing, image retrieval and localization, action recognition, 3D pose estimation, visual navigation and sign language recognition and translation.

[2026] Beyond standard views: enhancing quarantine true fruit fly identification with a multi-angle deep learning approach (Diptera, Tephritidae) [2026] Thinking outside the frame: viewpoint-aware spatial reasoning in large multimodal models [2026] TBCNet: Twin-branch collaborative network for hyperspectral anomaly detection [2026] SynthIR: The First Workshop on Synthetic Content in Information Retrieval Ecosystems [2026] Tephritid26: A standardized, multi-angle image dataset of quarantine-significant true fruit flies for deep learning-based identification [2026] UAV-based multispectral object tracking with positive-negative prompt mining network [2026] Safe and reliable diffusion models via subspace projection [2026] Mebm: exploring the synergy of mixture of experts in background matting