The Representation and Resolution of Rough Sets Based on the Extended Concept Lattice. - Xuegang Hu; Yuhong Zhang 002; Xinya Wang (FSKD (1), 2005)

Logistic Regression for Transductive Transfer Learning from Multiple Sources. - Yuhong Zhang 002; Xuegang Hu; Yucheng Fang (ADMA (2), 2010)

A classification algorithm for noisy data streams. - Yan Li; Yuhong Zhang 002; Xuegang Hu; Pei-Pei Li 001 (FSKD, 2010)

A weighted algorithm of inductive transfer learning based on maximum entropy model. - Yuhong Zhang 002; Xuegang Hu; Canhua Mei; Pei-Pei Li 001 (FSKD, 2010)

A Double-Window-Based Classification Algorithm for Concept Drifting Data Streams. - Qun Zhu; Xuegang Hu; Yuhong Zhang 002; Pei-Pei Li 001; Xindong Wu 001 (GrC, 2010)

An Efficient Ensemble Method for Classifying Skewed Data Streams. - Juan Zhang; Xuegang Hu; Yuhong Zhang 002; Pei-Pei Li 001 (ICIC (3), 2011)

Random Ensemble Decision Trees for Learning Concept-Drifting Data Streams. - Pei-Pei Li 001; Xindong Wu 001; Qianhui Liang; Xuegang Hu; Yuhong Zhang 002 (PAKDD (1), 2011)

A Multi-domain Adaptation for sentiment classification algorithm based on Class Distribution. - Kongbing Hu; Yuhong Zhang 002; Xuegang Hu (GrC, 2012)

An Ensemble Method Based on Confidence Probability for Multi-domain Sentiment Classification. - Quan Zhou; Yuhong Zhang 002; Xuegang Hu (ICIC (1), 2012)

A Hybrid Feature Selection Approach by Correlation-Based Filters and SVM-RFE. - Jing Zhang; Xuegang Hu; Pei-Pei Li 001; Wei He; Yuhong Zhang 002; Huizong Li (ICPR, 2014)

面向评论信息的跨领域词汇情感倾向判别方法 (Approach of Cross-domain Word Sentiment Orientation Identification on Reviews). - Fei Wu; Yuhong Zhang 002; Xuegang Hu (计算机科学, 2015)

Quadruple Transfer Learning: Exploiting both shared and non-shared concepts for text classification. - Jianhan Pan; Xuegang Hu; Yuhong Zhang 002; Pei-Pei Li 001; Yaojin Lin; Huizong Li; Wei He; Lei Li 002 (Knowl. Based Syst., 2015)

Cross-domain sentiment classification-feature divergence, polarity divergence or both? - Yuhong Zhang 002; Xuegang Hu; Pei-Pei Li 001; Lei Li 002; Xindong Wu 001 (Pattern Recognit. Lett., 2015)

Concept Based Short Text Stream Classification with Topic Drifting Detection. - Pei-Pei Li 001; Lu He; Xuegang Hu; Yuhong Zhang 002; Lei Li 002; Xindong Wu 001 (ICDM, 2016)

A Label Correlation Based Weighting Feature Selection Approach for Multi-label Data. - Lu Liu; Jing Zhang; Pei-Pei Li 001; Yuhong Zhang 002; Xuegang Hu (WAIM (2), 2016)

Domain adaptation via Multi-Layer Transfer Learning. - Jianhan Pan; Xuegang Hu; Pei-Pei Li 001; Huizong Li; Wei He; Yuhong Zhang 002; Yaojin Lin (Neurocomputing, 2016)

一种面向不完全标记的文本数据流自适应分类方法 (Self-adaptation Classification for Incomplete Labeled Text Data Stream). - Yuhong Zhang 002; Wei Chen; Xuegang Hu (计算机科学, 2016)

Multi-bridge transfer learning. - Xuegang Hu; Jianhan Pan; Pei-Pei Li 001; Huizong Li; Wei He; Yuhong Zhang 002 (Knowl. Based Syst., 2016)

Three-layer concept drifting detection in text data streams. - Yuhong Zhang 002; Guang Chu; Pei-Pei Li 001; Xuegang Hu; Xindong Wu 001 (Neurocomputing, 2017)

Imbalanced Networked Multi-label Classification with Active Learning. - Ruilong Zhang 001; Lei Li 002; Yuhong Zhang 002; Chenyang Bu (ICBK, 2018)

Semi-Supervised Representation Learning: Transfer Learning with Manifold Regularized Auto-Encoders. - Yi Zhu 006; Xuegang Hu; Yuhong Zhang 002; Pei-Pei Li 001 (ICBK, 2018)

An Online Transfer Learning Algorithm with Adaptive Cost. - Yuhong Zhang 002; Mimi Wu; Xuegang Hu; Yi Zhu 006 (SPML, 2018)

Transfer learning with stacked reconstruction independent component analysis. - Yi Zhu 006; Xuegang Hu; Yuhong Zhang 002; Pei-Pei Li 001 (Knowl. Based Syst., 2018)

Learning From Short Text Streams With Topic Drifts. - Pei-Pei Li 001; Lu He; Haiyan Wang; Xuegang Hu; Yuhong Zhang 002; Lei Li 002; Xindong Wu 001 (IEEE Trans. Cybern., 2018)

Nonlinear Cross-Domain Feature Representation Learning Method Based on Dual Constraints. - Han Ding; Yuhong Zhang 002; Shuai Yang 003; Yaojin Lin (ICBK, 2019)

Unsupervised Cross-Lingual Word Embeddings Learning with Adversarial Training. - Yuling Li 001; Yuhong Zhang 002; Peipei Li 001; Xuegang Hu (ICBK, 2019)

Unsupervised Keyword Extraction Method Based on Chinese Patent Clustering. - Yuxin Xie 001; Xuegang Hu; Yuhong Zhang 002; Shi Li (ICBK, 2019)

The ℓ2,1-Norm Stacked Robust Autoencoders via Adaptation Regularization for Domain Adaptation. - Shuai Yang 003; Yuhong Zhang 002; Yi Zhu 006; Han Ding; Xuegang Hu (ICAIS (2), 2019)

Marginalized Stacked Denoising Autoencoder With Adaptive Noise Probability for Cross Domain Classification. - Yuhong Zhang 002; Shuai Yang 003; Peipei Li 001; Xuegang Hu; Hao Wang 008 (IEEE Access, 2019)

Attribute Selection Based on Constraint Gain and Depth Optimal for a Decision Tree. - Huaining Sun; Xuegang Hu; Yuhong Zhang 002 (Entropy, 2019)

Representation learning via serial autoencoders for domain adaptation. - Shuai Yang 003; Yuhong Zhang 002; Yi Zhu 006; Pei-Pei Li 001; Xuegang Hu (Neurocomputing, 2019)

Transfer learning with deep manifold regularized auto-encoders. - Yi Zhu 006; Xindong Wu 001; Peipei Li 001; Yuhong Zhang 002; Xuegang Hu (Neurocomputing, 2019)

Representation learning via serial robust autoencoder for domain adaptation. - Shuai Yang 003; Yuhong Zhang 002; Hao Wang 008; Peipei Li 001; Xuegang Hu (Expert Syst. Appl., 2020)

Semi-supervised representation learning via dual autoencoders for domain adaptation. - Shuai Yang 003; Hao Wang 008; Yuhong Zhang 002; Peipei Li 001; Yi Zhu 006; Xuegang Hu (Knowl. Based Syst., 2020)

Wasserstein GAN based on Autoencoder with back-translation for cross-lingual embedding mappings. - Yuhong Zhang 002; Yuling Li 001; Yi Zhu 006; Xuegang Hu (Pattern Recognit. Lett., 2020)

A Key-phrase Extraction Method Based on Multi-size Convolution Windows for Scientific Literatures. - Yuhong Zhang 002; Yuxin Xie 001; Pei-Pei Li 001; Xuegang Hu (CCIS, 2021)

A Semi-supervised Bilingual Lexicon Induction Method for Distant Language Pairs Based on Bidirectional Adversarial Model. - Wenwu Zhi; Yuhong Zhang 002 (ICBK, 2021)

An Unsupervised Domain Adaptation Being Aware of Domain-specific and Label Information. - Yuhong Zhang 002; Qi Zhang (IJCNN, 2021)

Adversarial training with Wasserstein distance for learning cross-lingual word embeddings. - Yuling Li 001; Yuhong Zhang 002; Kui Yu; Xuegang Hu (Appl. Intell., 2021)

Learning Cross-Lingual Mappings in Imperfectly Isomorphic Embedding Spaces. - Yuling Li 001; Kui Yu; Yuhong Zhang 002 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Learning Inter-Entity-Interaction for Few-Shot Knowledge Graph Completion. - Yuling Li 001; Kui Yu; Xiaoling Huang; Yuhong Zhang 002 (EMNLP, 2022)

DAGKT: Difficulty and Attempts Boosted Graph-Based Knowledge Tracing. - Rui Luo; Fei Liu 038; Wenhao Liang; Yuhong Zhang 002; Chenyang Bu; Xuegang Hu (ICONIP (2), 2022)

Structure Similarity Graph for Cross-Network Node Classification. - Xinzheng Li; Yuhong Zhang 002; Peipei Li 001; Xuegang Hu (ICTAI, 2022)

A Zero-shot Learning Method with a Multi-Modal Knowledge Graph. - Yuhong Zhang 002; Haitao Shu; Chenyang Bu; Xuegang Hu (ICTAI, 2022)

An Online Dirichlet Model based on Sentence Embedding and DBSCAN for Noisy Short Text Stream Clustering. - Xianliang Si; Peipei Li 001; Xuegang Hu; Yuhong Zhang 002 (IJCNN, 2022)

APGKT: Exploiting Associative Path on Skills Graph for Knowledge Tracing. - Haotian Zhang; Chenyang Bu; Fei Liu 038; Shuochen Liu; Yuhong Zhang 002; Xuegang Hu (PRICAI (1), 2022)

Multi-modal Component Representation for Multi-source Domain Adaptation Method. - Yuhong Zhang 002; Zhihao Lin; Lin Qian; Xuegang Hu (PRICAI (1), 2022)

A Structure-Aware Method for Cross-domain Text Classification. - Yuhong Zhang 002; Lin Qian; Qi Zhang; Peipei Li 001; Guocheng Liu (PRICAI (2), 2022)

Genetic Algorithm for Bayesian Knowledge Tracing: A Practical Application. - Shuai Sun; Xuegang Hu; Chenyang Bu; Fei Liu 038; Yuhong Zhang 002; Wenjian Luo (ICSI (1), 2022)

Learning Relation-Specific Representations for Few-shot Knowledge Graph Completion. - Yuling Li 001; Kui Yu; Yuhong Zhang 002; Xindong Wu 001 (CoRR, 2022)

Representation learning with deep sparse auto-encoder for multi-task learning. - Yi Zhu 006; Xindong Wu 001; Jipeng Qiang; Xuegang Hu; Yuhong Zhang 002; Pei-Pei Li 001 (Pattern Recognit., 2022)

Cross-Knowledge Graph Relation Completion for Non-isomorphic Cross-lingual Entity Alignment. - Yuhong Zhang 002; Dan Lu; Chenyang Bu; Kui Yu; Xindong Wu 001 (DMSVIVA, 2023)

Probabilistic model with evolutionary optimization for cognitive diagnosis. - Chenyang Bu; Zhiyong Cao; Chenlong He; Yuhong Zhang 002 (GECCO, 2023)

Global and Adaptive Local Label Correlation for Multi-label Learning with Missing Labels. - Qingxia Jiang; Peipei Li 001; Yuhong Zhang 002; Xuegang Hu (IJCNN, 2023)

TransD-based Multi-hop Meta Learning for Few-shot Knowledge Graph Completion. - Jindi Li; Kui Yu; Yuling Li 001; Yuhong Zhang 002 (IJCNN, 2023)

A Drift-Sensitive Distributed LSTM Method for Short Text Stream Classification. - Pei-Pei Li 001; Yingying Liu; Yang Hu; Yuhong Zhang 002; Xuegang Hu; Kui Yu (IEEE Trans. Big Data, 2023)

Cognitive Diagnostic Model Made More Practical by Genetic Algorithm. - Chenyang Bu; Fei Liu 038; Zhiyong Cao; Lei Li 002; Yuhong Zhang 002; Xuegang Hu; Wenjian Luo (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Independent Relation Representation With Line Graph for Cross-Lingual Entity Alignment. - Yuhong Zhang 002; Jianqing Wu; Kui Yu; Xindong Wu 001 (IEEE Trans. Knowl. Data Eng., 2023)

Towards Effective Graph Rationalization via Boosting Environment Diversity. - Yujie Wang 003; Kui Yu; Yuhong Zhang 002; Fuyuan Cao; Jiye Liang (CoRR, 2024)

Zero-shot learning with visual-semantic mutual reinforcement for image recognition. - Yuhong Zhang 002; Taohong Chen; Kui Yu; Xuegang Hu (J. Electronic Imaging, 2024)

A cross-network node classification method in open-set scenario. - Yuhong Zhang 002; Yunlong Ji; Kui Yu; Xuegang Hu; Xindong Wu 001 (Pattern Recognit., 2024)

Multicomponent Similarity Graphs for Cross-Network Node Classification. - Yuhong Zhang 002; Congmei Shi; Xinzheng Li; Zan Zhang 002; Xuegang Hu (IEEE Trans. Artif. Intell., 2024)

Diverse Structure-Aware Relation Representation in Cross-Lingual Entity Alignment. - Yuhong Zhang 002; Jianqing Wu; Kui Yu; Xindong Wu 001 (ACM Trans. Knowl. Discov. Data, 2024)

Human-Machine Authority Allocation in Indirect Cooperative Shared Steering Control With TD3 Reinforcement Learning. - Hongbo Wang; Lizhao Feng; Yuhong Zhang 002; Juntao Zhou; Haiping Du (IEEE Trans. Veh. Technol., 2024)

Adaptive Prototype Interaction Network for Few-Shot Knowledge Graph Completion. - Yuling Li 001; Kui Yu; Yuhong Zhang 002; Jiye Liang; Xindong Wu 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Plug-in for cognitive diagnosis method based on correlation representation under long-tailed distribution. - Yuhong Zhang 002; Tiancheng He; Shengyu Xu; Mian Wang; Chenyang Bu; Xuegang Hu (Expert Syst. Appl., 2025)