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Research & Service

Publications

  • [ CIKM 2019 ]
    An Yan, Shuo Cheng, Wang-Cheng Kang, Mengting Wan, Julian McAuley, "2D Convolutional Neural Networks for Sequential Recommendation", in Proceedings of 2019 ACM Conference on Information and Knowledge Management (CIKM'19), Beijing, China, Nov. 2019.
    [ paper (coming soon) ]

  • [ ACL 2019 ]
    Mengting Wan, Rishabh Misra, Ndapa Nakashole, Julian McAuley, "Fine-Grained Spoiler Detection from Large-Scale Review Corpora", in Proceedings of 2019 Annual Meeting of the Association for Computational Linguistics (ACL'19), Florence, Italy, Jul. 2019.
    [ paper ] [ data ] [ poster ]

  • [ CIKM 2018 ]
    Mengting Wan, Di Wang, Jie Liu, Paul Bennett, Julian McAuley, "Representing and Recommending Shopping Baskets with Complementarity, Compatibility, and Loyalty", in Proceedings of 2018 ACM Conference on Information and Knowledge Management (CIKM'18), Turin, Italy, Oct. 2018.
    [ paper ] [ slides ] [ code ]

  • [ CIKM 2018 ]
    Wang-Cheng Kang, Mengting Wan, Julian McAuley, "Recommendation Through Mixtures of Heterogeneous Item Relationships", in Proceedings of 2018 ACM Conference on Information and Knowledge Management (CIKM'18), Turin, Italy, Oct. 2018.
    [ paper ] [ data/code ]

  • [ RecSys 2018 ]
    Mengting Wan, Julian McAuley, "Item Recommendation on Monotonic Behavior Chains", in Proceedings of 2018 ACM Conference on Recommender Systems (RecSys'18), Vancouver, Canada, Oct. 2018.
    [ paper ] [ slides ] [ data ] [ code ]

  • [ RecSys 2018 ]
    Rishabh Misra, Mengting Wan, Julian McAuley, "Decomposing Fit Semantics for Product Size Recommendation in Metric Spaces", in Proceedings of 2018 ACM Conference on Recommender Systems (RecSys'18), Vancouver, Canada, Oct. 2018.
    [ paper ] [ data ]

  • [ SDM 2018 ]
    Mengting Wan, Julian McAuley, "One-Class Recommendation With Asymmetric Textual Feedback", in Proceedings of 2018 SIAM International Conference on Data Mining (SDM'18), San Diego, CA, USA, May 2018.
    [ paper ] [ slides ]

  • [ WWW 2017 ]
    Mengting Wan, Di Wang, Matt Goldman, Matt Taddy, Justin Rao, Jie Liu, Dimitrios Lymberopoulos, Julian McAuley, "Modeling Consumer Preferences and Price Sensitivities from Large-Scale Grocery Shopping Transaction Logs", in Proceedings of 2017 International World Wide Web Conference (WWW'17), Perth, Australia, Apr. 2017
    [ paper ] [ slides ]

  • [ ICDM 2016 ]
    Mengting Wan, Julian McAuley, "Modeling Ambiguity, Subjectivity, and Diverging Viewpoints in Opinion Question Answering Systems", in Proceedings of 2016 IEEE International Conference on Data Mining (ICDM'16), Barcelona, Spain, Dec. 2016
    [ paper ] [ data ] [ slides ]

  • [ KDD 2016 ]
    Mengting Wan, Xiangyu Chen, Lance Kaplan, Jiawei Han, Jing Gao, Bo Zhao, "From Truth Discovery to Trustworthy Opinion Discovery: An Uncertainty-Aware Quantitative Modeling Approach", in Proceedings of 2016 ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'16), San Francisco, CA, USA, Aug. 2016
    [ paper ] [ poster ] [ code ]

  • [ SDM 2015 ]
    Mengting Wan, Yunbo Ouyang, Lance Kaplan, Jiawei Han, "Graph Regularized Meta-path Based Transductive Regression in Heterogeneous Information Network", in Proceedings of 2015 SIAM International Conference on Data Mining (SDM'15), Vancouver, Canada, Apr. 2015.
    [ paper ] [ poster ] [ supplementary material ]

Awards & Service

  • 2017-2019 Microsoft Ph.D. Fellowship
  • Co-Organizer
    The AAAI-19 Workshop on Recommender Systems and Natural Language Processing (RecNLP 2019)
  • Program Committee Member/Invited Reviewer
    ICWSM 2019, 2020; NeurIPS 2019; ICML 2019; SDM 2019; AISTATS 2019
    IEEE Transactions on Knowledge and Data Engineering (TKDE)

Miscellaneous

  • My official Chinese name: 万梦婷 (simplified) / 萬夢婷 (traditional). I was born in Yinchuan, a beautiful city in northwest China.