A Two-Phase Generation Model for Automatic Image Annotation. - Liang Xie 001; Peng Pan 001; Yansheng Lu; Shixun Wang; Tong Zhu; Haijiao Xu; Deng Chen (ISM, 2013)

A semantic model for cross-modal and multi-modal retrieval. - Liang Xie 001; Peng Pan 001; Yansheng Lu (ICMR, 2013)

A Cross-modal Multi-task Learning Framework for Image Annotation. - Liang Xie 001; Peng Pan 001; Yansheng Lu; Shixun Wang (CIKM, 2014)

Topic Hypergraph Hashing for Mobile Image Retrieval. - Lei Zhu 002; Jialie Shen 001; Liang Xie 001 (ACM Multimedia, 2015)

Cross-Modal Self-Taught Learning for Image Retrieval. - Liang Xie 001; Peng Pan 001; Yansheng Lu; Sheng Jiang (MMM (1), 2015)

Analyzing semantic correlation for cross-modal retrieval. - Liang Xie 001; Peng Pan 001; Yansheng Lu (Multim. Syst., 2015)

Improving cross-modal and multi-modal retrieval combining content and semantics similarities with probabilistic model. - Shixun Wang; Peng Pan 001; Yansheng Lu; Liang Xie 001 (Multim. Tools Appl., 2015)

Markov random field based fusion for supervised and semi-supervised multi-modal image classification. - Liang Xie 001; Peng Pan 001; Yansheng Lu (Multim. Tools Appl., 2015)

Content-Based Visual Landmark Search via Multimodal Hypergraph Learning. - Lei Zhu 002; Jialie Shen 001; Hai Jin 001; Ran Zheng; Liang Xie 001 (IEEE Trans. Cybern., 2015)

Landmark Classification With Hierarchical Multi-Modal Exemplar Feature. - Lei Zhu 002; Jialie Shen 001; Hai Jin 001; Liang Xie 001; Ran Zheng (IEEE Trans. Multim., 2015)

Online Cross-Modal Hashing for Web Image Retrieval. - Liang Xie 001; Jialie Shen 001; Lei Zhu 002 (AAAI, 2016)

Learning Compact Visual Representation with Canonical Views for Robust Mobile Landmark Search. - Lei Zhu 002; Jialie Shen 001; Xiaobai Liu; Liang Xie 001; Liqiang Nie (IJCAI, 2016)

Unsupervised multi-graph cross-modal hashing for large-scale multimedia retrieval. - Liang Xie 001; Lei Zhu 002; Guoqi Chen (Multim. Tools Appl., 2016)

Cross-Modal Self-Taught Hashing for large-scale image retrieval. - Liang Xie 001; Lei Zhu 002; Peng Pan 001; Yansheng Lu (Signal Process., 2016)

Dynamic Multi-View Hashing for Online Image Retrieval. - Liang Xie 001; Jialie Shen 001; Jungong Han; Lei Zhu 002; Ling Shao 001 (IJCAI, 2017)

Multi-Task Multi-modal Semantic Hashing for Web Image Retrieval with Limited Supervision. - Liang Xie 001; Lei Zhu 002; Zhiyong Cheng 001 (MMM (1), 2017)

Unsupervised Topic Hypergraph Hashing for Efficient Mobile Image Retrieval. - Lei Zhu 002; Jialie Shen 001; Liang Xie 001; Zhiyong Cheng 001 (IEEE Trans. Cybern., 2017)

Unsupervised Visual Hashing with Semantic Assistant for Content-Based Image Retrieval. - Lei Zhu 002; Jialie Shen 001; Liang Xie 001; Zhiyong Cheng 001 (IEEE Trans. Knowl. Data Eng., 2017)

Discrete Semi-supervised Multi-label Learning for Image Classification. - Liang Xie 001; Lang He; Haohao Shu; Shengyuan Hu 002 (PCM (1), 2018)

Large-scale semantic web image retrieval using bimodal deep learning techniques. - Changqin Huang; Haijiao Xu; Liang Xie 001; Jia Zhu 003; Chunyan Xu; Yong Tang 001 (Inf. Sci., 2018)

Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval. - Lei Zhu 002; Zi Huang; Zhihui Li 001; Liang Xie 001; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2018)

Learning a Deep Convolutional Network for Speckle Noise Reduction in Underwater Sonar Images. - Yuxu Lu; Ryan Wen Liu; Fenge Chen; Liang Xie 001 (ICMLC, 2019)

Discrete semi-supervised learning for multi-label image classification and large-scale image retrieval. - Lang He; Liang Xie 001; Haohao Shu; Shengyuan Hu 002 (Multim. Tools Appl., 2019)

Color and depth image registration algorithm based on multi-vector-fields constraints. - Xiaolin Li; Daoqing Li; Li Peng 003; Huabing Zhou; Deng Chen; Yanduo Zhang; Liang Xie 001 (Multim. Tools Appl., 2019)

Large scale image retrieval with DCNN and local geometrical constraint model. - Huabing Zhou; Yiwei Tao; Jinshu Shi; Xiaolin Li; Deng Chen; Yanduo Zhang; Liang Xie 001 (Multim. Tools Appl., 2019)

Multi-modal discrete tensor decomposition hashing for efficient multimedia retrieval. - Xize Wu; Lei Zhu 002; Liang Xie 001; Zheng Zhang 006; Huaxiang Zhang 001 (Neurocomputing, 2021)

Label propagation with structured graph learning for semi-supervised dimension reduction. - Fei Wang 055; Lei Zhu 002; Liang Xie 001; Zheng Zhang 006; Mingyang Zhong (Knowl. Based Syst., 2021)

Stock trend prediction based on industry relationships driven hypergraph attention networks. - Haodong Han; Liang Xie 001; Shengshuang Chen; Haijiao Xu (Appl. Intell., 2023)

Multi-Granularity Spatio-Temporal Correlation Networks for Stock Trend Prediction. - Jiahao Chen; Liang Xie 001; Wenjing Lin; Yuchen Wu; Haijiao Xu (IEEE Access, 2024)

Stock trend prediction based on dynamic hypergraph spatio-temporal network. - Sihao Liao; Liang Xie 001; Yuanchuang Du; Shengshuang Chen; Hongyang Wan; Haijiao Xu (Appl. Soft Comput., 2024)

DTSMLA: A dynamic task scheduling multi-level attention model for stock ranking. - Yuanchuang Du; Liang Xie 001; Sihao Liao; Shengshuang Chen; Yuchen Wu; Haijiao Xu (Expert Syst. Appl., 2024)

Transformer based lifetime interval prediction for dynamic operating proton exchange membrane fuel cells. - Haolong Li; Liang Xie 001; Dongqi Zhao; Ze Zhou; Liyan Zhang 003; Qihong Chen (Eng. Appl. Artif. Intell., 2025)

Multi-resolution Patch-based Fourier Graph Spectral Network for spatiotemporal time series forecasting. - Jiankai Zheng; Liang Xie 001; Haijiao Xu (Neurocomputing, 2025)

DSTG: Distillation Swin Transformer for Cross-View Geolocalization. - Junxiong Liang; Mengwei Bao; Haitao Dong; Liang Xie 001; Ryan Wen Liu; Nengcheng Chen (IEEE Trans. Geosci. Remote. Sens., 2025)

Deep reinforcement learning portfolio model based on mixture of experts. - Ziqiang Wei; Deng Chen; Yanduo Zhang; Dawei Wen; Xin Nie; Liang Xie 001 (Appl. Intell., 2025)