Jia Zhang

46 papers A* 2Journal 41Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
ORAL: Adaptive Gap Increasing for Advantage Learning via Occam's Razor Principle.
IEEE Trans. Neural Networks Learn. Syst.
Zhe Zhang, Yongle Zhou, Yuyang Long, Jia Zhang, Juanjuan Weng, Zhetao Li, Yaozhong Gan, Xiaoyang Tan
2026 J jnl
OSFTL-PL: Online source-free transfer learning with pseudo-labels for privacy-preserving EEG-based BCI.
Biomed. Signal Process. Control.
Siwei Liu, Keyan Chen, Jia Zhang, Jinyi Long, Hanrui Wu
2026 A* conf
Probability Distribution Alignment and Low-Rank Weight Decomposition for Source-Free Domain Adaptive Brain Decoding.
AAAI
Ganxi Xu, Jinyi Long, Jia Zhang
2025 J jnl
Cold-start User Recommendation via Heterogeneous Domain Adaptation.
ACM Trans. Inf. Syst.
Hanrui Wu, Yanxin Wu, Nuosi Li, Jia Zhang, Yonghui Xu, Michael K. Ng, Jinyi Long
2025 J jnl
Consistent and specific multi-view multi-label learning with correlation information.
Inf. Sci.
Yiting Li, Jia Zhang, Hanrui Wu, Guodong Du, Jinyi Long
2025 J jnl
EEG Feature Selection in Emotion Recognition Using a Fuzzy Information-Theoretic Based Optimization Approach.
IEEE Trans. Fuzzy Syst.
Jia Zhang, Siwei Liu, Hanrui Wu, Zhe Zhang, Jinyi Long
2025 J jnl
Image-to-Brain Signal Generation for Visual Prosthesis with CLIP Guided Multimodal Diffusion Models.
CoRR
Ganxi Xu, Jinyi Long, Jia Zhang
2025 J jnl
Probability Distribution Alignment and Low-Rank Weight Decomposition for Source-Free Domain Adaptive Brain Decoding.
CoRR
Ganxi Xu, Jinyi Long, Jia Zhang
2025 J jnl
SMLE: Semi-Supervised Multi-Label Learning with Label Enhancement.
IEEE Trans. Knowl. Data Eng.
Qianzhi Ye, Jia Zhang, Hanrui Wu, Tianlong Gu, C. L. Philip Chen, Jinyi Long
2025 J jnl
Towards spatio-temporal representation learning for EEG classification in motor imagery-based BCI system.
Knowl. Based Syst.
Siwei Liu, Jia Zhang, Hanrui Wu, Guoxu Zhou, Qibin Zhao, Jinyi Long
2024 J jnl
Collaborative contrastive learning for hypergraph node classification.
Pattern Recognit.
Hanrui Wu, Nuosi Li, Jia Zhang, Sentao Chen, Michael K. Ng, Jinyi Long
2024 J jnl
Fast Multilabel Feature Selection via Global Relevance and Redundancy Optimization.
IEEE Trans. Neural Networks Learn. Syst.
Jia Zhang, Yidong Lin, Min Jiang, Shaozi Li, Yong Tang, Jinyi Long, Jian Weng, Kay Chen Tan
2024 J jnl
Feature Matching Machine for Cold-Start Recommendation.
IEEE Trans. Serv. Comput.
Hanrui Wu, Nuosi Li, Ka Ho Kwok, Xuheng Cai, Jia Zhang, Jinyi Long, Michael Kwok-Po Ng
2024 J jnl
High-order proximity and relation analysis for cross-network heterogeneous node classification.
Mach. Learn.
Hanrui Wu, Yanxin Wu, Nuosi Li, Min Yang, Jia Zhang, Michael K. Ng, Jinyi Long
2024 J jnl
Online Transfer Learning With Pseudo Label for Gait Phase Prediction.
IEEE Trans. Instrum. Meas.
Zhenpeng Guo, Hanrui Wu, Jinglong Fang, Jia Zhang, Jinyi Long
2024 J jnl
Semi-supervised imbalanced multi-label classification with label propagation.
Pattern Recognit.
Guodong Du, Jia Zhang, Ning Zhang, Hanrui Wu, Peiliang Wu, Shaozi Li
2024 J jnl
Simplicial Complex Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Hanrui Wu, Andy M. Yip, Jinyi Long, Jia Zhang, Michael Kwok-Po Ng
2024 J jnl
Toward Cross-Brain-Computer Interface: A Prototype-Supervised Adversarial Transfer Learning Approach With Multiple Sources.
IEEE Trans. Instrum. Meas.
Jia Zhang, Jinglong Fang, Siwei Liu, Dezheng Liu, Hanrui Wu, Jinyi Long
2024 J jnl
Transferable graph auto-encoders for cross-network node classification.
Pattern Recognit.
Hanrui Wu, Lei Tian, Yanxin Wu, Jia Zhang, Michael K. P. Ng, Jinyi Long
2023 J jnl
ASFS: A novel streaming feature selection for multi-label data based on neighborhood rough set.
Appl. Intell.
Jinghua Liu, Yaojin Lin, Jixiang Du, Hongbo Zhang, Ziyi Chen, Jia Zhang
2023 J jnl
Cold-Start Next-Item Recommendation by User-Item Matching and Auto-Encoders.
IEEE Trans. Serv. Comput.
Hanrui Wu, Chung Wang Wong, Jia Zhang, Yuguang Yan, Dahai Yu, Jinyi Long, Michael K. Ng
2023 J jnl
Graph-Based Class-Imbalance Learning With Label Enhancement.
IEEE Trans. Neural Networks Learn. Syst.
Guodong Du, Jia Zhang, Min Jiang, Jinyi Long, Yaojin Lin, Shaozi Li, Kay Chen Tan
2023 J jnl
Group-preserving label-specific feature selection for multi-label learning.
Expert Syst. Appl.
Jia Zhang, Hanrui Wu, Min Jiang, Jinghua Liu, Shaozi Li, Yong Tang, Jinyi Long
2023 J jnl
Toward embedding-based multi-label feature selection with label and feature collaboration.
Neural Comput. Appl.
Liang Dai, Jia Zhang, Guodong Du, Candong Li, Rong Wei, Shaozi Li
2022 — conf
EEG-Based Motor Imagery Classification with Deep Adversarial Learning.
ChineseCSCW (2)
Dezheng Liu, Siwei Liu, Hanrui Wu, Jia Zhang, Jinyi Long
2022 J jnl
Learning From Weakly Labeled Data Based on Manifold Regularized Sparse Model.
IEEE Trans. Cybern.
Jia Zhang, Shaozi Li, Min Jiang, Kay Chen Tan
2022 J jnl
Semi-supervised partial multi-label classification via consistency learning.
Pattern Recognit.
Anhui Tan, Jiye Liang, Wei-Zhi Wu, Jia Zhang
2021 J jnl
Fuzzy rough discrimination and label weighting for multi-label feature selection.
Neurocomputing
Anhui Tan, Jiye Liang, Wei-Zhi Wu, Jia Zhang, Lin Sun, Chao Chen
2021 J jnl
Identification of Autistic Risk Candidate Genes and Toxic Chemicals via Multilabel Learning.
IEEE Trans. Neural Networks Learn. Syst.
Zhi-An Huang, Jia Zhang, Zexuan Zhu, Edmond Qi Wu, Kay Chen Tan
2021 J jnl
Learning from class-imbalance and heterogeneous data for 30-day hospital readmission.
Neurocomputing
Guodong Du, Jia Zhang, Shaozi Li, Candong Li
2021 J jnl
Towards graph-based class-imbalance learning for hospital readmission.
Expert Syst. Appl.
Guodong Du, Jia Zhang, Fenglong Ma, Min Zhao, Yaojin Lin, Shaozi Li
2020 J jnl
Feature selection for multi-label learning with streaming label.
Neurocomputing
Jinghua Liu, Yuwen Li, Wei Weng, Jia Zhang, Baihua Chen, Shunxiang Wu
2020 J jnl
Joint imbalanced classification and feature selection for hospital readmissions.
Knowl. Based Syst.
Guodong Du, Jia Zhang, Zhiming Luo, Fenglong Ma, Lei Ma, Shaozi Li
2020 J jnl
Joint multilabel classification and feature selection based on deep canonical correlation analysis.
Concurr. Comput. Pract. Exp.
Liang Dai, Guodong Du, Jia Zhang, Candong Li, Rong Wei, Shaozi Li
2020 A* conf
Multi-label Feature Selection via Global Relevance and Redundancy Optimization.
IJCAI
Jia Zhang, Yidong Lin, Min Jiang, Shaozi Li, Yong Tang, Kay Chen Tan
2019 — conf
A Simple and Convex Formulation for Multi-label Feature Selection.
ChineseCSCW
Peng Lin, Zhenqiang Sun, Jia Zhang, Zhiming Luo, Shaozi Li
2019 J jnl
Manifold regularized discriminative feature selection for multi-label learning.
Pattern Recognit.
Jia Zhang, Zhiming Luo, Candong Li, Changen Zhou, Shaozi Li
2019 J jnl
Multi-label feature selection with application to TCM state identification.
Concurr. Comput. Pract. Exp.
Liang Dai, Jia Zhang, Candong Li, Changen Zhou, Shaozi Li
2019 J jnl
Mutual information based multi-label feature selection via constrained convex optimization.
Neurocomputing
Zhenqiang Sun, Jia Zhang, Liang Dai, Candong Li, Changen Zhou, Jiliang Xin, Shaozi Li
2019 J jnl
Towards a unified multi-source-based optimization framework for multi-label learning.
Appl. Soft Comput.
Jia Zhang, Candong Li, Zhenqiang Sun, Zhiming Luo, Changen Zhou, Shaozi Li
2018 — conf
A Fast Feature Selection Method Based on Mutual Information in Multi-label Learning.
ChineseCSCW
Zhenqiang Sun, Jia Zhang, Zhiming Luo, Donglin Cao, Shaozi Li
2018 J jnl
Multi-label learning with label-specific features by resolving label correlations.
Knowl. Based Syst.
Jia Zhang, Candong Li, Donglin Cao, Yaojin Lin, Songzhi Su, Liang Dai, Shaozi Li
2017 J jnl
Computational drug repositioning using collaborative filtering via multi-source fusion.
Expert Syst. Appl.
Jia Zhang, Candong Li, Yaojin Lin, Youwei Shao, Shaozi Li
2017 J jnl
Feature selection based on quality of information.
Neurocomputing
Jinghua Liu, Yaojin Lin, Menglei Lin, Shunxiang Wu, Jia Zhang
2016 J jnl
An effective collaborative filtering algorithm based on user preference clustering.
Appl. Intell.
Jia Zhang, Yaojin Lin, Menglei Lin, Jinghua Liu
2016 J jnl
Multi-label feature selection with streaming labels.
Inf. Sci.
Yaojin Lin, Qinghua Hu, Jia Zhang, Xindong Wu