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[1] Xiaoyan Cai, Junwei Han, Wenjie Li, Renxian Zhang, Shirui Pan and Libin Yang. A Three-Layered Mutually Reinforced Model for Personalized Citation Recommendation. IEEE Transactions on Neural Networks and Learning Systems. DOI: 10.1109/TNNLS.2018.2817245.

[2] Xiaoyan Cai, Junwei Han and Libin Yang. Generative Adversarial Network based Heterogeneous Bibliographic Network Representation for Personalized Citation Recommendation. In Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI2018). New Orleans, Louisiana, USA, pp.5747-5754, 2018.

[3] Xiaoyan Cai, Junwei Han, Shirui Pan and Libin Yang. Heterogeneous Information Network Embedding based Personalized Query-Focused Astronomy Reference Paper Recommendation. International Journal of Computational Intelligence Systems. Vol.11, pp.591-599, 2018.

[4] Xiaoyan Cai, Junwei Han, Lei Guo, Libin Yang. Double-Hypergraph Based Sentence Ranking for Query-Focused Multi-document Summarizaton. WI Workshops 2016, pp.112-118.

[5] Xiaoyan Cai, Wenjie Li, Renxian Zhang. Enhancing diversity and coverage of document summaries through subspace clustering and clustering-based optimization. Information Sciences, 279, pp. 764-775, 2014.

[6] Xiaoyan Cai, Wenjie Li, Renxian Zhang. Combining co-clustering with noise detection for theme-based summarization. ACM Transactions on Speech and Language Processing, vol.10, no.4, 16:1-16:27, 2013

[7] Xiaoyan Cai, Wenjie Li. Ranking through clustering: an integrated approach to multi-document summarization, IEEE Transactions on Audio, Speech and Language Processing, vol.21, no.7, pp.1424-1433, 2013.

[8] Xiaoyan Cai, Wenjie Li. Mutually Reinforced Manifold-Ranking Based Relevance Propagation Model for Query-Focused Multi-Document Summarization. IEEE Transactions on Audio, Speech and Language Processing, vol.20, no.5, pp.1597-1607, 2012.

[9] Xiaoyan Cai, Wenjie Li. A spectral analysis approach to document summarization: Clustering and ranking sentences simultaneously. Information Sciences, vol.181, no.18, pp.3816-3827, 2011.

[10] Xiaoyan Cai, Wenjie Li. Enhancing sentence-level clustering with integrated and interactive frameworks for theme-based summarization. Journal of the American Society for Information Science and Technology (JASIST), vol.62, no.10, pp.2067-2082, 2011.

[11] Xiaoyan Cai, Wenjie Li, Ouyang You, Hong Yan. Simultaneous Ranking and Clustering of Sentences: A Reinforcement Approach to Multi-Document Summarization. The 23rd International Conference on Computational Linguistics (COLING2010), pp.134-142, 2010.

[12] Xiaoyan Cai, Wenjie Li. A Context-Sensitive Manifold Ranking Approach to Query-Focused Multi-document Summarization. The 11th Pacific Rim International Conference on Artificial Intelligence (PRICAI2010), pp.27-38, 2010.

團隊信息 Team Information

所在團隊隸屬于“信息融合技術(shù)”教育部重點實驗室，團隊負責(zé)人：郭雷老師、韓軍偉老師。

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