Learning to Generate Realistic LiDAR Point Clouds. - Vlas Zyrianov; Xiyue Zhu; Shenlong Wang (ECCV (23), 2022)

MapPrior: Bird's-Eye View Map Layout Estimation with Generative Models. - Xiyue Zhu; Vlas Zyrianov; Zhijian Liu; Shenlong Wang (ICCV, 2023)

A review of small object detection based on deep learning. - Wei Wei; Yu Cheng 010; Jiafeng He; Xiyue Zhu (Neural Comput. Appl., 2024)

Turbocharging Web Automation: The Impact of Compressed History States. - Xiyue Zhu; Peng Tang; Haofu Liao; Srikar Appalaraju (ACL (Findings), 2025)

Hierarchical Diffusion Framework for Pseudo-healthy Brain MRI Inpainting with Enhanced 3D Consistency. - Dou Hoon Kwark; Shirui Luo; Xiyue Zhu; Yudu Li; Zhi-Pei Liang; Volodymyr V. Kindratenko (DGM4MICCAI@MICCAI, 2025)

Diff-Ensembler: Learning to Ensemble 2D Diffusion Models for Volume-to-Volume Medical Image Translation. - Xiyue Zhu; Dou Hoon Kwark; Ruike Zhu; Kaiwen Hong; Yiqi Tao; Shirui Luo; Yudu Li; Zhi-Pei Liang; Volodymyr V. Kindratenko (CoRR, 2025)