| 2024 | IJCAI | Class-Specific Semantic Generation and Reconstruction Learning for Open Set Recognition. | Haoyang Liu, Yaojin Lin, Peipei Li, Jun Hu, Xuegang Hu |
| 2023 | IJCNN | Global and Adaptive Local Label Correlation for Multi-label Learning with Missing Labels. | Qingxia Jiang, Peipei Li, Yuhong Zhang, Xuegang Hu |
| 2023 | IJCNN | Semi-supervised Short Text Classification Based On Dual-channel Data Augmentation. | Jiajun Li, Pei-Pei Li, Xuegang Hu |
| 2023 | IJCNN | Multi-source Multi-label Feature Selection. | Xiulan Yuan, Xuegang Hu, Pei-Pei Li |
| 2023 | KDD | Meta Multi-agent Exercise Recommendation: A Game Application Perspective. | Fei Liu, Xuegang Hu, Shuochen Liu, Chenyang Bu, Le Wu |
| 2022 | COMPSAC | A Baseline for Early Classification of Time Series in An Open World. | Junwei Lv, Xuegang Hu |
| 2022 | DASFAA | Dual Confidence Learning Network for Open-World Time Series Classification. | Junwei Lv, Ying He, Xuegang Hu, Desheng Cai, Yuqi Chu, Jun Hu |
| 2022 | ICMV | A lightweight network with multi-scale information interaction attention for real-time semantic segmentation. | Shuhan Xu, Xuegang Hu |
| 2022 | ICONIP | Multi-label Learning with Data Self-augmentation. | Yuhang Ge, Xuegang Hu, Peipei Li, Haobo Wang, Junbo Zhao, Junlong Li |
| 2022 | ICONIP | DAGKT: Difficulty and Attempts Boosted Graph-Based Knowledge Tracing. | Rui Luo, Fei Liu, Wenhao Liang, Yuhong Zhang, Chenyang Bu, Xuegang Hu |
| 2022 | IJCNN | Semi-Supervised Online Kernel Extreme Learning Machine for Multi-Label Data Stream Classification. | Shiyuan Qiu, Peipei Li, Xuegang Hu |
| 2022 | IJCNN | An Online Dirichlet Model based on Sentence Embedding and DBSCAN for Noisy Short Text Stream Clustering. | Xianliang Si, Peipei Li, Xuegang Hu, Yuhong Zhang |
| 2022 | IJCNN | Multi-Label Learning with Missing Labels via Common and Label-Specific Features. | Mengxuan Sun, Peipei Li, Junlong Li, Xuegang Hu |
| 2022 | ICTAI | Structure Similarity Graph for Cross-Network Node Classification. | Xinzheng Li, Yuhong Zhang, Peipei Li, Xuegang Hu |
| 2022 | ICTAI | A Zero-shot Learning Method with a Multi-Modal Knowledge Graph. | Yuhong Zhang, Haitao Shu, Chenyang Bu, Xuegang Hu |
| 2022 | ISDA | PU Matrix Completion Based Multi-label Classification with Missing Labels. | Zhidong Huang, Peipei Li, Xuegang Hu |
| 2022 | PRICAI | APGKT: Exploiting Associative Path on Skills Graph for Knowledge Tracing. | Haotian Zhang, Chenyang Bu, Fei Liu, Shuochen Liu, Yuhong Zhang, Xuegang Hu |
| 2022 | PRICAI | Multi-modal Component Representation for Multi-source Domain Adaptation Method. | Yuhong Zhang, Zhihao Lin, Lin Qian, Xuegang Hu |
| 2021 | IJCNN | Multi-Label Learning with Missing Features. | Junlong Li, Peipei Li, Yizhang Zou, Xuegang Hu |
| 2021 | IJCNN | Multi-Label Streaming Feature Selection via Class-Imbalance Aware Rough Set. | Yizhang Zou, Xuegang Hu, Peipei Li, Junlong Li |
| 2019 | GLOBECOM | A Multi-Grouped LS-SVM Method for Short-Term Urban Traffic Flow Prediction. | Fei Liu, Zhenchun Wei, Zhensheng Huang, Yang Lu, Xuegang Hu, Lei Shi |
| 2016 | ICDM | Concept Based Short Text Stream Classification with Topic Drifting Detection. | Pei-Pei Li, Lu He, Xuegang Hu, Yuhong Zhang, Lei Li, Xindong Wu |
| 2014 | ICPR | A Hybrid Feature Selection Approach by Correlation-Based Filters and SVM-RFE. | Jing Zhang, Xuegang Hu, Pei-Pei Li, Wei He, Yuhong Zhang, Huizong Li |
| 2013 | AAAI | Subchloroplast Location Prediction via Homolog Knowledge Transfer and Feature Selection. | Xiaomei Li, Xindong Wu, Gong-Qing Wu, Xuegang Hu |
| 2013 | CIKM | Web news extraction via path ratios. | Gong-Qing Wu, Li Li, Xuegang Hu, Xindong Wu |
| 2013 | IJCAI | Online Group Feature Selection. | Jing Wang, Zhong-Qiu Zhao, Xuegang Hu, Yiu-ming Cheung, Meng Wang, Xindong Wu |
| 2013 | ICTAI | Flexible Pattern Matching with Gap-Length and One-Off Conditions. | Dan Guo, Taining Xiang, Xuegang Hu, Xindong Wu |
| 2012 | GRC | A Multi-domain Adaptation for sentiment classification algorithm based on Class Distribution. | Kongbing Hu, Yuhong Zhang, Xuegang Hu |
| 2012 | GRC | Pattern matching with wildcards based on multiple suffix trees. | Ying-Ling Liu, Xindong Wu, Xuegang Hu, Jun Gao, Chi Wang |
| 2011 | PAKDD | Random Ensemble Decision Trees for Learning Concept-Drifting Data Streams. | Pei-Pei Li, Xindong Wu, Qianhui Liang, Xuegang Hu, Yuhong Zhang |
| 2010 | AAAI | Learning from Concept Drifting Data Streams with Unlabeled Data. | Pei-Pei Li, Xindong Wu, Xuegang Hu |
| 2010 | ADMA | Logistic Regression for Transductive Transfer Learning from Multiple Sources. | Yuhong Zhang, Xuegang Hu, Yucheng Fang |
| 2010 | GRC | A New Automatic Categorization Algorithm for Web Services. | Jiaying He, Pei-Pei Li, Xuegang Hu, Xindong Wu |
| 2010 | GRC | Pattern Matching with Flexible Wildcards and Recurring Characters. | Haiping Wang, Fei Xie, Xuegang Hu, Pei-Pei Li, Xindong Wu |
| 2010 | GRC | A Double-Window-Based Classification Algorithm for Concept Drifting Data Streams. | Qun Zhu, Xuegang Hu, Yuhong Zhang, Pei-Pei Li, Xindong Wu |
| 2010 | ICTAI | Sequential Pattern Mining with Wildcards. | Fei Xie, Xindong Wu, Xuegang Hu, Jun Gao, Dan Guo, Yulian Fei, Ertian Hua |
| 2010 | ISKE | Privacy preserving attribute reduction for horizontally partitioned data. | Mingquan Ye, Xuegang Hu, Changrong Wu |
| 2009 | GRC | A relation extraction method of Chinese named entities based on location and semantic features. | Hai-Guang Li, Gong-Qing Wu, Xuegang Hu, Xindong Wu, Yuan-Jun Bi, Pei-Pei Li |
| 2009 | IRI | Pattern Matching with Wildcards based on Key Character Location. | Ying-Ling Liu, Xindong Wu, Xuegang Hu, Jun Gao, Gong-Qing Wu, Haiping Wang, Xiao-Li Hong |
| 2009 | PAKDD | Parameter Estimdation in Semi-Random Decision Tree Ensembling on Streaming Data. | Pei-Pei Li, Qianhui Liang, Xindong Wu, Xuegang Hu |
| 2008 | ADMA | Mining Concept-Drifting Data Streams with Multiple Semi-Random Decision Trees. | Pei-Pei Li, Xuegang Hu, Xindong Wu |
| 2008 | GRC | The Research on Application of Granular Transform in Classification based on Domain Knowledge. | Jing Zhang, Xuegang Hu |
| 2008 | ICDM | Keyword Extraction Based on Lexical Chains and Word Co-occurrence for Chinese News Web Pages. | Xinghua Li, Xindong Wu, Xuegang Hu, Fei Xie, Zhaozhong Jiang |
| 2008 | ISI | Keyphrase Extraction from Chinese News Web Pages Based on Semantic Relations. | Fei Xie, Xindong Wu, Xuegang Hu, Fei-Yue Wang |
| 2008 | ISI | Automatic Recognition of News Web Pages. | Zhu Zhu, Gong-Qing Wu, Xindong Wu, Xuegang Hu, Fei-Yue Wang |
| 2007 | PAKDD | Qualitative Simulation and Reasoning with Feature Reduction Based on Boundary Conditional Entropy of Knowledge. | Yusheng Cheng, Yousheng Zhang, Xuegang Hu, Xiaoyao Jiang |