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2020 – today
- 2022
[j7]Changde Du, Changying Du
, Lijie Huang, Haibao Wang, Huiguang He:
Structured Neural Decoding With Multitask Transfer Learning of Deep Neural Network Representations. IEEE Trans. Neural Networks Learn. Syst. 33(2): 600-614 (2022)- 2021
- [j6]Changde Du, Changying Du, Huiguang He:
Multimodal deep generative adversarial models for scalable doubly semi-supervised learning. Inf. Fusion 68: 118-130 (2021) - 2020
- [j5]Jia He, Changying Du, Fuzhen Zhuang, Xin Yin, Qing He, Guoping Long:
Online Bayesian max-margin subspace learning for multi-view classification and regression. Mach. Learn. 109(2): 219-249 (2020) - [c23]Changde Du, Changying Du, Lijie Huang, Huiguang He:
Conditional Generative Neural Decoding with Structured CNN Feature Prediction. AAAI 2020: 2629-2636 - [c22]Xu Chen, Changying Du, Xiuqiang He, Jun Wang:
JIT2R: A Joint Framework for Item Tagging and Tag-based Recommendation. SIGIR 2020: 1681-1684
2010 – 2019
- 2019
- [j4]Changde Du, Changying Du, Lijie Huang, Huiguang He:
Reconstructing Perceived Images From Human Brain Activities With Bayesian Deep Multiview Learning. IEEE Trans. Neural Networks Learn. Syst. 30(8): 2310-2323 (2019) - [c21]Changde Du, Changying Du, Huiguang He:
Doubly Semi-Supervised Multimodal Adversarial Learning for Classification, Generation and Retrieval. ICME 2019: 13-18 - [i6]Changying Du, Fuzhen Zhuang, Jia He, Qing He, Guoping Long:
Learning beyond Predefined Label Space via Bayesian Nonparametric Topic Modelling. CoRR abs/1910.04420 (2019) - [i5]Changying Du, Jia He, Changde Du, Fuzhen Zhuang, Qing He, Guoping Long:
Efficient and Adaptive Kernelization for Nonlinear Max-margin Multi-view Learning. CoRR abs/1910.05250 (2019) - 2018
- [c20]Changying Du, Xingyu Xie, Changde Du, Hao Wang:
Redundancy-resistant Generative Hashing for Image Retrieval. IJCAI 2018: 5017-5023 - [c19]Changying Du, Changde Du, Xingyu Xie, Chen Zhang, Hao Wang:
Multi-view Adversarially Learned Inference for Cross-domain Joint Distribution Matching. KDD 2018: 1348-1357 - [c18]Chen Zhang, Yijun Wang, Can Chen, Changying Du, Hongzhi Yin, Hao Wang:
StockAssIstant: A Stock AI Assistant for Reliability Modeling of Stock Comments. KDD 2018: 2710-2719 - [c17]Changde Du, Changying Du, Hao Wang, Jinpeng Li, Wei-Long Zheng, Bao-Liang Lu, Huiguang He:
Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data. ACM Multimedia 2018: 108-116 - [i4]Changde Du, Changying Du, Hao Wang, Jinpeng Li, Wei-Long Zheng, Bao-Liang Lu, Huiguang He:
Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data. CoRR abs/1808.02096 (2018) - 2017
- [c16]Jia He, Changying Du, Changde Du, Fuzhen Zhuang, Qing He, Guoping Long:
Nonlinear Maximum Margin Multi-View Learning with Adaptive Kernel. IJCAI 2017: 1830-1836 - [c15]Changde Du, Changying Du, Huiguang He:
Sharing deep generative representation for perceived image reconstruction from human brain activity. IJCNN 2017: 1049-1056 - [c14]Hao Wang, Yanmei Fu, Qinyong Wang, Hongzhi Yin, Changying Du, Hui Xiong:
A Location-Sentiment-Aware Recommender System for Both Home-Town and Out-of-Town Users. KDD 2017: 1135-1143 - [i3]Changde Du, Changying Du, Jinpeng Li, Wei-Long Zheng, Bao-Liang Lu, Huiguang He:
Semi-supervised Bayesian Deep Multi-modal Emotion Recognition. CoRR abs/1704.07548 (2017) - [i2]Changde Du, Changying Du, Huiguang He:
Sharing deep generative representation for perceived image reconstruction from human brain activity. CoRR abs/1704.07575 (2017) - [i1]Hao Wang, Yanmei Fu, Qinyong Wang, Hongzhi Yin, Changying Du, Hui Xiong:
A Location-Sentiment-Aware Recommender System for Both Home-Town and Out-of-Town Users. CoRR abs/1706.06239 (2017) - 2016
- [c13]Jia He, Changying Du, Fuzhen Zhuang, Xin Yin, Qing He, Guoping Long:
Online Bayesian Max-Margin Subspace Multi-View Learning. IJCAI 2016: 1555-1561 - [c12]Siqi Deng, Kan Gao, Changying Du, Wenjing Ma, Guoping Long, Yucheng Li:
Online variational Bayesian Support Vector Regression. IJCNN 2016: 3950-3957 - [c11]Changde Du, Changying Du, Shandian Zhe, Ali Luo, Qing He, Guoping Long:
Bayesian Group Feature Selection for Support Vector Learning Machines. PAKDD (1) 2016: 239-252 - [c10]Changying Du, Fuzhen Zhuang, Jia He, Qing He, Guoping Long:
Learning Beyond Predefined Label Space via Bayesian Nonparametric Topic Modelling. ECML/PKDD (1) 2016: 148-164 - [c9]Changying Du, Changde Du, Guoping Long, Xin Jin, Yucheng Li:
Efficient Bayesian Maximum Margin Multiple Kernel Learning. ECML/PKDD (1) 2016: 165-181 - [c8]Changying Du, Changde Du, Guoping Long, Qing He, Yucheng Li:
Online Bayesian Multiple Kernel Bipartite Ranking. UAI 2016 - 2015
- [c7]Changying Du, Shandian Zhe, Fuzhen Zhuang, Yuan Qi, Qing He, Zhongzhi Shi:
Bayesian Maximum Margin Principal Component Analysis. AAAI 2015: 2582-2588 - [c6]Xin Jin, Fuzhen Zhuang, Sinno Jialin Pan, Changying Du, Ping Luo, Qing He:
Heterogeneous Multi-task Semantic Feature Learning for Classification. CIKM 2015: 1847-1850 - [c5]Ning Bu, Lei Yu, Wenjing Ma, Changying Du, Shuzi Niu, Guoping Long:
Detect Similar Mobile Applications with Transfer Learning. SmartCity 2015: 856-859 - 2014
- [j3]Qing He, Xin Jin, Changying Du, Fuzhen Zhuang, Zhongzhi Shi:
Clustering in extreme learning machine feature space. Neurocomputing 128: 88-95 (2014) - [j2]Fuzhen Zhuang, Ping Luo, Changying Du, Qing He, Zhongzhi Shi, Hui Xiong:
Triplex Transfer Learning: Exploiting Both Shared and Distinct Concepts for Text Classification. IEEE Trans. Cybern. 44(7): 1191-1203 (2014) - [c4]Xin Jin, Fuzhen Zhuang, Hui Xiong, Changying Du, Ping Luo, Qing He:
Multi-task Multi-view Learning for Heterogeneous Tasks. CIKM 2014: 441-450 - [c3]Changying Du, Jia He, Fuzhen Zhuang, Yuan Qi, Qing He:
Nonparametric Bayesian Multi-Task Large-margin Classification. ECAI 2014: 255-260 - 2013
- [c2]Fuzhen Zhuang, Ping Luo, Changying Du, Qing He, Zhongzhi Shi:
Triplex transfer learning: exploiting both shared and distinct concepts for text classification. WSDM 2013: 425-434 - 2012
- [c1]Changying Du, Fuzhen Zhuang, Qing He, Zhongzhi Shi:
Multi-task Semi-supervised Semantic Feature Learning for Classification. ICDM 2012: 191-200 - 2011
- [j1]Qing He, Changying Du, Qun Wang, Fuzhen Zhuang, Zhongzhi Shi:
A parallel incremental extreme SVM classifier. Neurocomputing 74(16): 2532-2540 (2011)
Coauthor Index
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