Projects per year
Personal profile
Research Interests
Data Mining、Recommender Systems、Intelligent Data Analysis
Education/Academic qualification
PhD, Computer Science, University of Minnesota Twin Cities
External positions
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Dive into the research topics where Duen-Ren Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 17 Finished
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Research on Deep Learning Models for Tag Recommendation based on Topics, Popular Search Terms and Group Articles
Liu, D.-R. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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Research on Deep Learning Models for Tag Recommendation based on Topics, Popular Search Terms and Group Articles
Liu, D.-R. (PI)
1/08/21 → 31/07/22
Project: Government Ministry › Other Government Ministry Institute
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Research on Deep Learning and Generative Adversarial Network Models for Document Recommendation
Liu, D.-R. (PI)
1/08/20 → 31/07/21
Project: Government Ministry › Other Government Ministry Institute
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Research on Deep Learning and Generative Adversarial Network Models for Document Recommendation
Liu, D.-R. (PI)
1/08/19 → 31/07/20
Project: Government Ministry › Other Government Ministry Institute
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Research on Online Recommendation Methods with Cross-Domain Interest Analysis for Integrated Online News and e-Commerce Web Platforms
Liu, D.-R. (PI)
1/08/18 → 31/07/19
Project: Government Ministry › Other Government Ministry Institute
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A multimodal graph-based music auto-tagging framework: integrating social and content intelligence
Huang, Y., Liu, D. R. & Chen, Y. H., 2026, (Accepted/In press) In: Information Technology and Management.Research output: Contribution to journal › Article › peer-review
Open Access -
Collaborative Learning with Deep Attention Networks for Review-Based Game Recommendations
Huang, Y., Liu, D. R. & Lin, S. C., Jul 2026, In: Journal of Information Science and Engineering. 42, 4, p. 1285-1311 27 p.Research output: Contribution to journal › Article › peer-review
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Generative AI-augmented multimodal graph model with parallel contrastive learning for game recommendation
Huang, Y., Liu, D. R. & Chao, C. Y., Jun 2026, In: Applied Intelligence. 56, 8, 282.Research output: Contribution to journal › Article › peer-review
Open Access -
An Attentive Hybrid Filtering Network for News Recommendation
Chou, Y. C. & Liu, D. R., Sep 2025, In: Journal of Information Science and Engineering. 41, 5, p. 1311-1333 23 p.Research output: Contribution to journal › Article › peer-review
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Generative Adversarial Networks for Tag Recommendation based on Multimodal and Group Article Features
Liu, D. R., Lai, C. H., Huang, Y. & Chang, S. T., Sep 2025, In: Journal of Information Science and Engineering. 41, 5, p. 1289-1310 22 p.Research output: Contribution to journal › Article › peer-review