Latent Structure Preserving Hashing. - Ziyun Cai; Li Liu 004; Mengyang Yu; Ling Shao 001 (BMVC, 2015)

RGB-D data fusion in complex space. - Ziyun Cai; Ling Shao 001 (ICIP, 2017)

Performance evaluation of deep feature learning for RGB-D image/video classification. - Ling Shao 001; Ziyun Cai; Li Liu 004; Ke Lu 002 (Inf. Sci., 2017)

RGB-D datasets using microsoft kinect or similar sensors: a survey. - Ziyun Cai; Jungong Han; Li Liu 004; Ling Shao 001 (Multim. Tools Appl., 2017)

Feature learning for RGB-D data. - Ziyun Cai (2017)

Adaptive Visual-Depth Fusion Transfer. - Ziyun Cai; Yang Long 001; Xiao-Yuan Jing; Ling Shao 001 (ACCV (4), 2018)

Adaptive RGB Image Recognition by Visual-Depth Embedding. - Ziyun Cai; Yang Long 001; Ling Shao 001 (IEEE Trans. Image Process., 2018)

RGB-D Scene Classification via Multi-modal Feature Learning. - Ziyun Cai; Ling Shao 001 (Cogn. Comput., 2019)

Classification complexity assessment for hyper-parameter optimization. - Ziyun Cai; Yang Long 001; Ling Shao 001 (Pattern Recognit. Lett., 2019)

Scale-fusion framework for improving video-based person re-identification performance. - Li Cheng 006; Xiao-Yuan Jing; Xiaoke Zhu; Fei Ma 004; Chang-Hui Hu 001; Ziyun Cai; Fumin Qi (Neural Comput. Appl., 2020)

Grand Unified Domain Adaptation. - Ziyun Cai; Tengfei Zhang 001; Xiao-Yuan Jing; Ling Shao 001 (BMVC, 2021)

Dual Contrastive Universal Adaptation Network. - Ziyun Cai; Jie Song 014; Tengfei Zhang 001; Xiao-Yuan Jing; Ling Shao 001 (ICME, 2021)

Semi-Supervised Multi-View Deep Discriminant Representation Learning. - Xiaodong Jia 005; Xiao-Yuan Jing; Xiaoke Zhu; Songcan Chen; Bo Du 001; Ziyun Cai; Zhenyu He 001; Dong Yue 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Dual Re-Weighting Network for Multi-Source Domain Adaptation. - Ziyun Cai; Tengfei Zhang 001; Xiao-Yuan Jing (ICME, 2022)

Unequal adaptive visual recognition by learning from multi-modal data. - Ziyun Cai; Tengfei Zhang 001; Xiao-Yuan Jing; Ling Shao 001 (Inf. Sci., 2022)

Dual contrastive universal adaptation network for multi-source visual recognition. - Ziyun Cai; Tengfei Zhang 001; Fumin Ma; Xiao-Yuan Jing (Knowl. Based Syst., 2022)

Co-embedding: a semi-supervised multi-view representation learning approach. - Xiaodong Jia 005; Xiao-Yuan Jing; Xiaoke Zhu; Ziyun Cai; Chang-Hui Hu 001 (Neural Comput. Appl., 2022)

Visual-Depth Matching Network: Deep RGB-D Domain Adaptation With Unequal Categories. - Ziyun Cai; Xiao-Yuan Jing; Ling Shao 001 (IEEE Trans. Cybern., 2022)

A survey of deep domain adaptation based on label set classification. - Min Fan; Ziyun Cai; Tengfei Zhang 001; Baoyun Wang (Multim. Tools Appl., 2022)

Learnable Snake R-CNN for Instance-Level Biomedical Image Segmentation. - Jie Song 014; Ziyun Cai; Yurong Song; Guoping Jiang; Zhichao Lian; Liang Xiao 001 (ICIP, 2023)

Single-/Multi-Source Domain Adaptation via domain separation: A simple but effective method. - Ziyun Cai; Dandan Zhang; Tengfei Zhang 001; Changhui Hu 001; Xiao-Yuan Jing (Pattern Recognit. Lett., 2023)

Domain embedding transfer for unequal RGB-D image recognition. - Ziyun Cai; Xiao-Yuan Jing; Ling Shao 001 (Pattern Recognit., 2023)

Flow Learning Based Dual Networks for Low-Light Image Enhancement. - Siyu Wang; Changhui Hu 001; Weilin Yi; Ziyun Cai; Mingliang Zhai; Wankou Yang (Neural Process. Lett., 2023)

ZMAR-SNFlow:Restoration for low-light images with massive zero-element pixels. - Changhui Hu 001; Bo Zhang; Kerui Hu; Lintao Xu; Fei Wu 004; Ziyun Cai; Mengjun Ye; Xiaobo Lu (Comput. Electr. Eng., 2024)

Degrade for upgrade: Learning degradation representations for real-world low-light image enhancement. - Lintao Xu; Changhui Hu 001; Weihong Zhu; Fei Wu 004; Ziyun Cai; Mengjun Ye; Xiaobo Lu (Comput. Electr. Eng., 2024)

URoadNet: Dual Sparse Attentive U-Net for Multiscale Road Network Extraction. - Jie Song 014; Yue Sun; Ziyun Cai; Liang Xiao 001; Yawen Huang; Yefeng Zheng 001 (CoRR, 2024)

Local weight coupled network: multi-modal unequal semi-supervised domain adaptation. - Ziyun Cai; Jie Song 014; Tengfei Zhang 001; Changhui Hu 001; Xiao-Yuan Jing (Multim. Tools Appl., 2024)

Swin transformer and ResNet based deep networks for low-light image enhancement. - Lintao Xu; Changhui Hu 001; Bo Zhang; Fei Wu 004; Ziyun Cai (Multim. Tools Appl., 2024)

Attention Cycle-consistent universal network for More Universal Domain Adaptation. - Ziyun Cai; Yawen Huang; Tengfei Zhang 001; Xiao-Yuan Jing; Yefeng Zheng 001; Ling Shao 001 (Pattern Recognit., 2024)

Enhancing Federated Domain Adaptation via Multi-Granular Fine-Grained Alignment. - Ziyun Cai; Shangshang Song; Jie Song 014; Yawen Huang; Changhui Hu 001; Xiao-Yuan Jing (ICASSP, 2025)

Multiscale hybrid feature guided normalizing flow for low-light image enhancement. - Changhui Hu 001; Yin Hu; Lin-Tao Xu; Ziyun Cai; Fei Wu 004; Xiaoyuan Jing; Xiaobo Lu (Comput. Electr. Eng., 2025)

RestormGAN: Restormer with generative facial prior towards real-world blind face restoration. - Changhui Hu 001; Weihong Zhu; Lintao Xu; Fei Wu 004; Ziyun Cai; Mengjun Ye; Xiaobo Lu (Comput. Electr. Eng., 2025)

Adaptive margin for unsupervised domain adaptation without source data. - Ziyun Cai; Yawen Huang; Tengfei Zhang 001; Changhui Hu 001; Xiao-Yuan Jing (Comput. Vis. Image Underst., 2025)

Sample-pair learning network for extremely imbalanced classification. - Linjun Chen; Xiao-Yuan Jing; Runhang Chen; Fei Wu 004; Yongchang Ding; Changhui Hu 001; Ziyun Cai (Neurocomputing, 2025)

UPT-Flow: Multi-scale transformer-guided normalizing flow for low-light image enhancement. - Lintao Xu; Changhui Hu 001; Yin Hu; Xiaoyuan Jing; Ziyun Cai; Xiaobo Lu (Pattern Recognit., 2025)

DUSA-UNet: Dual Sparse Attentive U-Net for Multiscale Road Network Extraction. - Jie Song 014; Yue Sun; Ziyun Cai; Liang Xiao 001; Yawen Huang; Yefeng Zheng 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

JTE-CFlow for Low-Light Enhancement and Zero-Element Pixels Restoration With Application to Night Traffic Monitoring Images. - Changhui Hu 001; Yin Hu; Lintao Xu; Yanyong Guo; Ziyun Cai; Xiaoyuan Jing; Pan Liu (IEEE Trans. Intell. Transp. Syst., 2025)

Multi-Source Domain Adaptation by Causal-Guided Adaptive Multimodal Diffusion Networks. - Ziyun Cai; Yawen Huang; Tengfei Zhang 001; Yefeng Zheng 001; Dong Yue 001 (Int. J. Comput. Vis., 2025)