近期论文
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Junyi Li, Wayne Xin Zhao, JiRong Wen and Yang Song Generating Long and Informative Reviews with AspectAware CoarsetoFine Decoding ACL 2019 （CCF A）
Jingyuan Wang, Ning Wu, Xin Zhao, Fanzhang Peng and Xin Lin Empowering A* Search Algorithms with Neural Networks for Personalized Route Recommendation SIGKDD 2019 （CCF A）
Ting Bai, Pan Du, Wayne Xin Zhao, JiRong Wen, JianYun Nie A LongShort DemandsAware Model for NextItem Recommendation SIGIR 2019 （CCF A）
Changchang Sun, Xuemeng Song, Fuli Feng, Wayne Xin Zhao, Hao Zhang and Liqiang Nie Supervised Hierarchical CrossModal Hashing SIGIR 2019 （CCF A）
KB4Rec: A Data Set for Linking Knowledge Bases with Recommender Systems. Wayne Xin Zhao, Gaole He, Kunlin Yang, Hongjian Dou, Jin Huang, Siqi Ouyang, JiRong Wen. To appear in Data intelligence. Online first.
Neural Network based Popularity Prediction by Linking Online Content with Knowledge Bases. Wayne Xin zhao, Hongjian Dou, Yuanpei Zhao, Daxiang Dong, JiRong Weng. To appear in PAKDD 2019. (CCF C)
Taxonomyaware Multihop Reasoning Networks for Sequential Recommendation. Jin Huang, Zhaochun Ren, Wayne Xin Zhao, Gaole He, JiRong Wen and Daxiang Dong. To appear in WSDM 2019, full paper (CCF B)
Local and Global Information Fusion for TopN Recommendation in Heterogeneous Information Network. Binbin Hu, Chuan Shi, Xin Zhao and Tianchi Yang. To appear in CIKM 2018 (CCF B, short paper)
Leveraging Metapath based Context for Top N recommendation with Coattention mechanism. Binbin Hu, Chuan Shi, Xin Zhao and Philip S. Yu. To appear in KDD 2018 (CCF A).
MultiTurn Response Selection for Chatbots with Deep Attention Matching Network. Xiangyang Zhou, Lu Li, Daxiang Dong, Yi Liu, Ying Chen, Wayne Xin Zhao, Dianhai Yu and Hua Wu. To appear in ACL 2018 (CCF A)
hyperdoc2vec: Distributed Representations of Hypertext Documents. Jialong Han, Yan Song, Wayne Xin Zhao, Shuming Shi and Haisong Zhang. To appear in ACL 2018 (CCF A)
Heterogeneous Information Network Embedding for Recommendation. Chuan Shi, Binbin Hu, Wayne Xin Zhao and Philip S. Yu, To appear in TKDE ******(CCF A, SCI)
Improving Sequential Recommendation with Knowledgeenhanced Memory Networks. Jin Huang, Wayne Xin Zhao, Hongjian Dou, JiRong Wen and Edward Y. Chang. To appear in SIGIR 2018, full paper (CCF A)
An Attributeaware Neural Attentive Model for Next Basket Recommendation. Ting Bai, JianYun Nie, Xin Zhao, Yutao Zhu, Pan Du and JiRong Wen. To appear in SIGIR 2018, short paper (CCF A)
Characterizing and Predicting Early Reviewers for Effective Product Marketing on ECommerce Websites. Ting Bai, Wanye Xin Zhao, Yulan He, JianYun Nie, JiRong Wen. To appear in IEEE TKDE 2018.******(CCF A, SCI)
Automatically Learning Topics and Di
culty Levels of Problems in Online Judge Systems. Xin Zhao, Wenhui Zhang, Yulan He, Xing Xie and JiRong Wen. To appear in ACM TOIS 2018.******(CCF A, SCI)
Joint Representation Learning for Locationbased Social Networks with MultiGrained Sequential Contexts. Zhao Xin, Feifan Fan, JiRong Wen and Edward Y Chang. To appear in ACM TKDD 2018.******(CCF B, SCI)
A timeaware trajectory embedding model for nextlocation recommendation.Wayne
Xin Zhao, Aixin Sun, JiRong Wen, Jialong Han, Edward Y Chang. To appear in Knowledge and Information Systems, 2017.
A Neural Collaborative Filtering Model with Interactionbased Neighborhood. Ting Bai, JiRong Wen, Jun Zhang and Xiao Zhao. To appear in CIKM 2017 (short paper, best short paper runnerup).
A Collaborative Neural Model for Rating Prediction by Leveraging User Reviews and Product Images. Xu Chen, Yongfeng Zhang, Wayne Xin Zhao and Zheng Qin. To appear in AIRS 2017. (best paper award)
Probabilistic Local Matrix Factorization based on User Reviews. Wenwen Ye, Xu Chen, Yongfeng Zhang, Wayne Xin Zhao and Zheng Qin. To appear in AIRS 2017.
Local Representative based Matrix Factorization for Cold
Start Recommendation, Lei Shi, Xin Zhao and YiDong Shen. To appear in ACM TOIS. ******(CCF A, SCI)
A Correlated Topic Model Using Word Embeddings. Guangxu Xun, Yaliang Li,Xin Zhao, Jing Gao, Aidong Zhang. To appear in IJCAI 2017 ******(CCF A)
Learning to Diversify Search Results via Subtopic Attention. Zhengbao Jiang, JiRong Wen, Zhicheng Dou, Wayne Xin Zhao, JianYun Nie, Ming Yue. To appear in SIGIR 2017 ******(CCF A)
Cheng Yang, Maosong Sun, Zhao Xin, Zhiyuan Liu and Edward Chang. A Neural Network Approach to Jointly Modeling Social Networks and Mobile Trajectories. To appear in ACM TOIS. ******(CCF A, SCI)
Yuan Yao, Zhao Xin, Yaojing Wang, Hanghang Tong, Feng Xu and Jian Lu. VersionAware Rating Prediction for Mobile App Recommendation. To appear in ACM TOIS. ******(CCF A, SCI)
Zhao Xin, Zhang Wenhui, Wen JiRong, Wang Shan, Chang Edward. A Probabilistic Lifestylebased Trajectory Model for Social Strength Inference from Human Trajectory Data. To appear in TOIS. ******(CCF A, SCI)
Keqiang Wang, Wayne Xin Zhao, Hongwei Peng, Xiaoling Wang. Bayesian Probabilistic MultiTopic Matrix Factorization For Rating Prediction. To appear in IJCAI 2016. ******(CCF A)
Ningnan Zhou, Wayne Xin Zhao,JiRong Wen, Xiao Zhang, Shan Wang. A General MultiContext Embedding Model For Mining Human Trajectory Data. To appear in TKDE. ******(CCF A, SCI)
Wayne Xin Zhao, Sui Li, Yulan He, Edward Y. Chang, JiRong Wen and Xiaoming Li. Connecting Social Media to ECommerce: ColdStart Product Recommendation On Microblogs. To appear in TKDE. ******(CCF A, SCI)
Jinge Yao, Feifan Fan, Wayne Xin Zhao, Xiaojun Wan, Edward Chang, Jianguo Xiao. Tweet Timeline Generation with Determinantal Point Processes. To appear in AAAI 2016. ******(CCF A)
Ting Bai, HongJian Dou, Wayne Xin Zhao, DingYi Yang, JiRong Wen. An Experimental Study of Text Representation Methods for CrossSite Purchase Preference Prediction Using the Social Text Data. To appear in JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY ******(SCI).
Jun Yin, Xin Zhao, Xiaoming Li. TypeAware Question Answering over Knowledge Base with AttentionBased TreeStructured Neural Networks.To appear in JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY ******(SCI).
Wayne Xin Zhao, JiRong Wen, Xiaoming Li. Ranking and Tagging Bursty Features in Text Streams with Context Language Models. To appear in Frontier of Computer Science. ******(SCI)
Wayne Xin Zhao, JiRong Wen, Xiaoming Li. Generating Timeline Summaries with Social Media Attention.. To appear in Frontier of Computer Science. ******(SCI)
Wayne Xin Zhao, Jing Liu, Yulan He, ChinYew, JiRong Wen, Xiaoming Li. A computational approach to measuring the correlation between expertise and social media influence for celebrities on microblogs. To appear in World Wide Web Journal. ******(SCI)
Wayne Xin Zhao, Jinpeng Wang, Yulan He and Xiaoming Li. Mining Product Adopter Information from Online Reviews for Improving Product Recommendation.. To appear in Transactions on Knowledge Discovery from Data.******(SCI)
Wayne Xin Zhao, Jinpeng Wang, Yulan He and Xiaoming Li. Exploring Demographic Information in Social Media for Product Recommendation. To appear in Knowledge and Information Systems. ******(SCI)
Feifan Fan, Wayne Xin Zhao, JiRong Wen and Edward Chang. Mining Collective Knowledge: Inferring Functional Labels from Online Review Text For Business. To appear in Knowledge and Information Systems. ******(SCI)
Jinpeng Wang, Wayne Xin Zhao, Yulan He and Xiaoming Li. Leveraging Product Adopter Information from Online Reviews for Product Recommendation. In ICWSM 2015.
Wayne Xin Zhao, Xudong Zhang, Daniel Lemire, Dongdong Shan, JianYun Nie, Hongfei Yan, JiRong Wen. A General SIMDbased Approach to Accelerating Compression Algorithms. In ACM TOIS 2015. ******(CCF A, SCI)
Jinpeng Wang, Gao Cong, Wayne Xin Zhao, Xiaoming Li. Mining User Intents in Twitter: A SemiSupervised Approach to Inferring Intent Categories for Tweets. In AAAI 2015. ******(CCF A)
Xin Zhao, Jinpeng Wang, Yulan He, JianYun Nie, JiRong Wen and Xiaoming Li. Incorporating Social Role into Topic Models for Social Media Content Analysis. In IEEE TKDE 2014. ******(CCF A, SCI)
Xin Zhao, YanweiGuo, Yulan He, Han Jiang, Yuexin Wu and Xiaoming Li. A Demographicbased System for Product Recommendation On Microblogs. In KDD 2014. ******(CCF A)
Xin Zhao, Yuexin Wu, Hongfei Yan and XiaomingLi. Group based Self Training for ECommerce Product Record Linkage. In COLING 2014.
Yang Xiao, Xin Zhao, Kun Wang and Zhen Xiao. Warming up social startups via social login: a case study of question answering site. In COLING 2014.
Xin Zhao, Jinpeng Wang, Yulan He and Xiaoming Li. Infer User Interests via Link Structure Regularization. In ACM TIST 2014. ******(SCI)
Xin Zhao, Jinpeng Wang, Yulan He, JianYun Nie and Xiaoming Li. Origi nator or Propagator? Incorporating Social Role Theory into Topic Models for Twitter Content Analysis. In CIKM’13, Short paper.
Xin Zhao, YanweiGuo, Rui Yan, Yulan He and Xiaoming Li. Timeline Generation with Social Attention. In SIGIR’13, Short paper. ******(CCF A)
Yang Lu, Xin Zhao, Hongfei Yan and Xiaoming Li. A Metric Learning based approach for evaluating time series similarity. In WAIM 2013. Full Oral Presentation.
Jinpeng Wang, Xin Zhao and Xiaoming Li. Mining New Business Opportu nities: Identifying Trend related Products by Leveraging Commercial Intents from Microblogs. In EMNLP’13.
Yang Song, Jing Jiang, Xin Zhao and Houfeng Wang. Joint Learning for Coreference Resolution with Markov Logic. In EMNLP’12, Full Oral Presen tation.
Xin Zhao, BaihanShu, Jing Jiang, Yang Song and Xiaoming Li. Identifying Eventrelated Bursts via Social Media Activities. In EMNLP’12, Full Oral Presentation.
Xin Zhao, Rishan Chen, Kai Fan, Hongfei Yan, Xiaoming Li. A Novel Burst based Text Representation Model for Scalable Event Detection. In ACL’12, Short Oral Presentation. ******(CCF A)
Jinpeng Wang, Xin Zhao, Rui Yan, Haitian Wei, JianyunNie and Xiaoming Li. Using Lexical and Thematic Knowledge for Name Disambiguation. In AIRS’12, Full Oral Presentation.
Dongdong Shan, Xin Zhao, Rishan Chen, BaihanShu, Hongfei Yan, Xi aoming Li. EventSearch: A System for Event Discovery and Retrieval on MultiType Historical Data. In KDD’12, Demo.
Xin Zhao, Jing Jiang, JianshuWeng, Jing He, EePeng Lim, Hongfei Yan and Xiaoming Li. Comparing Twitter and Traditional Media using Topic Models.In ECIR’11. Full Oral Presentation.
Xin Zhao, Jing Jiang, Jing He, Yang Song, PalakornAchanauparp, EePengLim and Xiaoming Li. Topical Keyphrase Extraction from Twitter.In ACL HLT’11. Full Oral Presentation. ******(CCF A)
Jing He, Xin Zhao, BaihanShu, Hongfei Yan and Xiaoming Li. Efficiently Collecting Relevance Information from Clickthroughs for Web Retrieval Sys tem.In SIGIR’11. Full Oral Presentation. ******(CCF A)
Dongdong Shan, Xin Zhao, Jing He, Hongfei Yan, Xiaoming Li. Efficient Phrase Querying with Flat Position Index.In CIKM’11. Poster paper.
Xin Zhao, Jing Jiang, Hongfei Yan, Xiaoming Li. Jointly Modeling Aspects and Opinions with a MaxEntLDA Hybrid. In EMNLP’10. Full Oral Presentation.
Xin Zhao, Jing Jiang, Jing He, Hongfei Yan, Xiaoming Li. Context Modeling for Ranking and Tagging Bursty Features in Text Streams. In CIKM’10. Short paper.
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