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Språkvelger

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Lemei Zhang

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Lemei Zhang

Postdoctoral Fellow
Department of Computer Science

lemei.zhang@ntnu.no
IT-bygget, Gløshaugen
Publications Teaching Outreach

Publications

  • Chronological
  • By category
  • See all publications in Cristin

2021

  • Liu, Peng; Zhang, Lemei; Gulla, Jon Atle. (2021) Multilingual Review-aware Deep Recommender System via Aspect-based Sentiment Analysis. ACM Transactions on Information Systems
    Academic article
  • Gulla, Jon Atle; Svendsen, Rolf Dyrnes; Zhang, Lemei; Stenbom, Agnes; Frøland, Jørgen Hovelsen. (2021) Recommending news in traditional media companies. The AI Magazine
    Article in business/trade/industry journal

2019

  • Zhang, Lemei; Liu, Peng; Gulla, Jon Atle. (2019) Dynamic attention-integrated neural network for session-based news recommendation. Machine Learning
    Academic article
  • Liu, Peng; Zhang, Lemei; Gulla, Jon Atle. (2019) Dynamic attention-based explainable recommendation with textual and visual fusion. Information Processing & Management
    Academic article
  • Liu, Peng; Zhang, Lemei; Gulla, Jon Atle. (2019) Real-time social recommendation based on graph embedding and temporal context. International Journal of Human-Computer Studies
    Academic article

2017

  • Gulla, Jon Atle; Zhang, Lemei; Liu, Peng; Özgöbek, Özlem; Su, Xiaomeng. (2017) The Adressa dataset for news recommendation. Association for Computing Machinery (ACM)
    Academic chapter/article/Conference paper

Journal publications

  • Liu, Peng; Zhang, Lemei; Gulla, Jon Atle. (2021) Multilingual Review-aware Deep Recommender System via Aspect-based Sentiment Analysis. ACM Transactions on Information Systems
    Academic article
  • Gulla, Jon Atle; Svendsen, Rolf Dyrnes; Zhang, Lemei; Stenbom, Agnes; Frøland, Jørgen Hovelsen. (2021) Recommending news in traditional media companies. The AI Magazine
    Article in business/trade/industry journal
  • Zhang, Lemei; Liu, Peng; Gulla, Jon Atle. (2019) Dynamic attention-integrated neural network for session-based news recommendation. Machine Learning
    Academic article
  • Liu, Peng; Zhang, Lemei; Gulla, Jon Atle. (2019) Dynamic attention-based explainable recommendation with textual and visual fusion. Information Processing & Management
    Academic article
  • Liu, Peng; Zhang, Lemei; Gulla, Jon Atle. (2019) Real-time social recommendation based on graph embedding and temporal context. International Journal of Human-Computer Studies
    Academic article

Part of book/report

  • Gulla, Jon Atle; Zhang, Lemei; Liu, Peng; Özgöbek, Özlem; Su, Xiaomeng. (2017) The Adressa dataset for news recommendation. Association for Computing Machinery (ACM)
    Academic chapter/article/Conference paper

Teaching

Courses

  • TDT4215 - Recommender Systems

Outreach

2018

  • Academic lecture
    Zhang, Lemei; Liu, Peng; Gulla, Jon Atle. (2018) A Deep Joint Network for Session-based News Recommendations with Contextual Augmentation. The 29th ACM Conference on Hypertext and Social Media , Baltimore, MD 2018-07-09 - 2018-07-12
  • Academic lecture
    Liu, Peng; Zhang, Lemei; Gulla, Jon Atle. (2018) Learning Multi-granularity Dynamic Network Representations for Social Recommendation. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD) , Dublin 2018-09-10 - 2018-09-14

2017

  • Academic lecture
    Zhang, Lemei; Liu, Peng; Gulla, Jon Atle. (2017) A Neural Time Series Forecasting Model for User Interests Prediction On Twitter. Maria Bielikova, Eelco Herder, Federica Cena, Michel Desmara 25th International Conference on User Modeling, Adaptation and Personalization , Bratislava 2017-07-09 - 2017-07-12

2016

  • Academic lecture
    Liu, Peng; Gulla, Jon Atle; Zhang, Lemei. (2016) Dynamic Topic-Based Sentiment Analysis of Large-Scale Online News. Maria Orlowska, Hong Mei, Marek Rusinkiewicz, Yanchun Zhang 17th International Conference on Web Information Systems Engineering , Shanghai 2016-11-07 - 2016-11-10

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