GPA-Net: No-Reference Point Cloud Quality Assessment with Multi-task Graph Convolutional Network. - Ziyu Shan; Qi Yang 003; Rui Ye 001; Yujie Zhang; Yiling Xu; Xiaozhong Xu; Shan Liu 001 (CoRR, 2022)

Contrastive Pre-Training with Multi-View Fusion for No-Reference Point Cloud Quality Assessment. - Ziyu Shan; Yujie Zhang; Qi Yang 003; Haichen Yang; Yiling Xu; Jenq-Neng Hwang; Xiaozhong Xu; Shan Liu 001 (CVPR, 2024)

MFT-PCQA: Multi-Modal Fusion Transformer for No-Reference Point Cloud Quality Assessment. - Yating Liu; Ziyu Shan; Yujie Zhang; Yiling Xu (ICASSP, 2024)

Cross-Modal Distortion Approximation for Fast Bit Allocation of Video-Based Point Cloud Compression. - Haichen Yang; Yujie Zhang; Qi Yang 003; Ziyu Shan; Yiling Xu; Yunfeng Guan 001 (MMSP, 2024)

Learning Disentangled Representations for Perceptual Point Cloud Quality Assessment via Mutual Information Minimization. - Ziyu Shan; Yujie Zhang; Yipeng Liu 003; Yiling Xu (NeurIPS, 2024)

PAME: Self-Supervised Masked Autoencoder for No-Reference Point Cloud Quality Assessment. - Ziyu Shan; Yujie Zhang; Qi Yang 003; Haichen Yang; Yiling Xu; Shan Liu 001 (CoRR, 2024)

GPA-Net:No-Reference Point Cloud Quality Assessment With Multi-Task Graph Convolutional Network. - Ziyu Shan; Qi Yang 003; Rui Ye 001; Yujie Zhang; Yiling Xu; Xiaozhong Xu; Shan Liu 001 (IEEE Trans. Vis. Comput. Graph., 2024)

CLIP-PCQA: Exploring Subjective-Aligned Vision-Language Modeling for Point Cloud Quality Assessment. - Yating Liu; Yujie Zhang; Ziyu Shan; Yiling Xu (AAAI, 2025)

Asynchronous Feedback Network for Perceptual Point Cloud Quality Assessment. - Yujie Zhang; Qi Yang 003; Ziyu Shan; Yiling Xu (IEEE Trans. Circuits Syst. Video Technol., 2025)

Point Cloud Compression and Objective Quality Assessment: A Survey. - Yiling Xu; Yujie Zhang; Shuting Xia; Kaifa Yang; He Huang; Ziyu Shan; Wenjie Huang; Qi Yang 003; Le Yang 001 (CoRR, 2025)