HarmonicNeRF: Geometry-Informed Synthetic View Augmentation for 3D Scene Reconstruction in Driving Scenarios. - Xiaochao Pan; Jiawei Yao; Hongrui Kou; Tong Wu; Canran Xiao (ACM Multimedia, 2024)

Confusion-Resistant Federated Learning via Diffusion-Based Data Harmonization on Non-IID Data. - Xiaohong Chen; Canran Xiao; Yongmei Liu (NeurIPS, 2024)

Swift Sampler: Efficient Learning of Sampler by 10 Parameters. - Jiawei Yao; Chuming Li; Canran Xiao (NeurIPS, 2024)

DepthSSC: Monocular 3D Semantic Scene Completion via Depth-Spatial Alignment and Voxel Adaptation. - Jiawei Yao; Jusheng Zhang; Xiaochao Pan; Tong Wu; Canran Xiao (WACV, 2025)

DOA: A Degeneracy Optimization Agent with Adaptive Pose Compensation Capability based on Deep Reinforcement Learning. - Yanbin Li; Canran Xiao; Hongyang He; Shenghai Yuan; Zong Ke; Jiajie Yu; Zixiong Qin; Zhiguo Zhang; Wenzheng Chi; Wei Zhang (CoRR, 2025)