Ting Bai
Associate professor
Supervisor of Master's Candidates
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Paper Publications
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.CCF BIG DATA'15 Leveraging Online Social Media Information for Predicting the Long-tail Purchase Behaviors [ Best Paper Runner-up Award ][Paper]
.Journal of Chinese Processing'17 Connecting Social Media to E-commerce: Long-tail Purchase Behaviors using Multiple Additive Regression Tree (Chinese)
.JCST'17 An Experimental Study of Text Representation Methods for Cross-Site Purchase Preference Prediction Using the Social Text Data [Paper]
.CIKM'17 A Neural Collaborative Filtering Model with Interaction-based Neighborhood [ Best Short Paper Runner-up Award] [Paper] [Code(Pytorch)] [(Keras)] [Slides]
.AIRS'18 A Neural Labeled Network Embedding Approach to Product Adopter Prediction
.TKDE'18 Predicting Early Reviewers for Effective Product Marketing on E-Commerce Websites [Paper] [Slides]
.SIGIR'18 An Attribute-aware Neural Attentive Model for Next Basket Recommendation [Paper] [Code] [Poster]
.NAACL'19 SC-LSTM: Learning Task-Specific Representations in Multi-Task Learning for Sequence Labeling [Paper]
.CIKM'19 News Graph: An Enhanced Knowledge Graph for News Recommendation. [Paper]
.Ting Bai, Lixin Zou, Xin Zhao, Pan Du, Weidong Liu, Jian-Yun Nie and Ji-Rong Wen
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Published Books
,知识图谱[Monograph],科学出版社,2024
Research Projects
融合多模态信息的序列推荐算法研究
个性化推荐算法中关键技术研究
企业级知识图谱概念与实践
多因素融合的可扩展推荐算法研究
大模型关键技术开发及研究
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