Jianqing Liang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 17

Top Topics

Graph Structure

Metric Learning

Supervised Learning

Top Venues

Pattern Recognit.

IEEE Trans. Cybern.

Publications

Qin Yue, Junbiao Cui, Liang Bai, Jianqing Liang, Jiye Liang
A zero-shot learning boosting framework via concept-constrained clustering. Pattern Recognit. 145 (2024)
Jie Wang, Jianqing Liang, Jiye Liang, Kaixuan Yao
GUIDE: Training Deep Graph Neural Networks via Guided Dropout Over Edges. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Jianqing Liang, Min Chen, Jiye Liang
Graph External Attention Enhanced Transformer. CoRR (2024)
Jiye Liang, Zijin Du, Jianqing Liang, Kaixuan Yao, Feilong Cao
Long and Short-Range Dependency Graph Structure Learning Framework on Point Cloud. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Shenggui Tang, Kaixuan Yao, Jianqing Liang, Zhiqiang Wang, Jiye Liang
Graph Neural Networks with Interlayer Feature Representation for Image Super-Resolution. WSDM (2023)
Junbiao Cui, Jianqing Liang, Qin Yue, Jiye Liang
A General Representation Learning Framework with Generalization Performance Guarantees. ICML (2023)
Jie Wang, Jiye Liang, Kaixuan Yao, Jianqing Liang, Dianhui Wang
Graph convolutional autoencoders with co-learning of graph structure and node attributes. Pattern Recognit. 121 (2022)
Jianqing Liang, Pengfei Zhu, Chuangyin Dang, Qinghua Hu
Semisupervised Laplace-Regularized Multimodality Metric Learning. IEEE Trans. Cybern. 52 (5) (2022)
Kaixuan Yao, Jiye Liang, Jianqing Liang, Ming Li, Feilong Cao
Multi-view graph convolutional networks with attention mechanism. Artif. Intell. 307 (2022)
Xinyao Guo, Wei Wei, Jianqing Liang, Chuangyin Dang, Jiye Liang
Metric learning via perturbing hard-to-classify instances. Pattern Recognit. 132 (2022)
Ting Guo, Jianqing Liang, Jiye Liang, Guo-Sen Xie
Cross-modal propagation network for generalized zero-shot learning. Pattern Recognit. Lett. 159 (2022)
Jie Wang, Jianqing Liang, Junbiao Cui, Jiye Liang
Semi-supervised learning with mixed-order graph convolutional networks. Inf. Sci. 573 (2021)
Xinyao Guo, Chuangyin Dang, Jianqing Liang, Wei Wei, Jiye Liang
Metric learning with clustering-based constraints. Int. J. Mach. Learn. Cybern. 12 (12) (2021)
Jianqing Liang, Qinghua Hu, Chuangyin Dang, Wangmeng Zuo
Weighted Graph Embedding-Based Metric Learning for Kinship Verification. IEEE Trans. Image Process. 28 (3) (2019)
Jianqing Liang, Qinghua Hu, Pengfei Zhu, Wenwu Wang
Efficient multi-modal geometric mean metric learning. Pattern Recognit. 75 (2018)
Jianqing Liang, Qinghua Hu, Wenwu Wang, Yahong Han
Semisupervised Online Multikernel Similarity Learning for Image Retrieval. IEEE Trans. Multim. 19 (5) (2017)
Jianqing Liang, Yahong Han, Qinghua Hu
Semi-supervised image clustering with multi-modal information. Multim. Syst. 22 (2) (2016)
Chuangyin Dang, Jianqing Liang, Yang Yang
A deterministic annealing algorithm for approximating a solution of the linearly constrained nonconvex quadratic minimization problem. Neural Networks 39 (2013)