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  1. Employees

Språkvelger

Norsk

Peng Liu

Peng Liu

Postdoctoral Fellow
Department of Computer Science

peng.liu@ntnu.no
+4773550240 +4745086359 IT-bygget, Gløshaugen
Publications Media

Publications

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  • See all publications in Cristin

2023

  • Zhang, Lemei; Liu, Peng; Gulla, Jon Atle. (2023) Recommending on graphs: a comprehensive review from a data perspective. User modeling and user-adapted interaction.
    Academic literature review

2022

  • Liu, Peng; Marco, Cristina; Gulla, Jon Atle. (2022) Building Sentiment Lexicons for Mainland Scandinavian Languages Using Machine Translation and Sentence Embeddings. Proceedings of the Language Resources and Evaluation Conference.
    Academic chapter/article/Conference paper

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. volum 39 (2).
    Academic article
  • Özgöbek, Özlem; Lommatzsch, Andreas; Kille, Benjamin Uwe; Liu, Peng; Pu, Zhixin; Gulla, Jon Atle. (2021) 9th International Workshop on News Recommendation and Analytics. Fifteenth ACM Conference on Recommender Systems.
    Academic article

2019

  • 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. volum 121.
    Academic article
  • Zhang, Lemei; Liu, Peng; Gulla, Jon Atle. (2019) Dynamic attention-integrated neural network for session-based news recommendation. Machine Learning.
    Academic article

2017

  • Gulla, Jon Atle; Zhang, Lemei; Liu, Peng; Özgöbek, Özlem; Su, Xiaomeng. (2017) The Adressa dataset for news recommendation. IEEE/WIC/ACM International Conference on Web Intelligence (WI).
    Academic chapter/article/Conference paper

2016

  • Liu, Peng; Gulla, Jon Atle; Zhang, Lemei. (2016) Dynamic topic-based sentiment analysis of large-scale online news. Lecture Notes in Computer Science (LNCS). volum 10042 LNCS.
    Academic article

Journal publications

  • Zhang, Lemei; Liu, Peng; Gulla, Jon Atle. (2023) Recommending on graphs: a comprehensive review from a data perspective. User modeling and user-adapted interaction.
    Academic literature review
  • Liu, Peng; Zhang, Lemei; Gulla, Jon Atle. (2021) Multilingual Review-aware Deep Recommender System via Aspect-based Sentiment Analysis. ACM Transactions on Information Systems. volum 39 (2).
    Academic article
  • Özgöbek, Özlem; Lommatzsch, Andreas; Kille, Benjamin Uwe; Liu, Peng; Pu, Zhixin; Gulla, Jon Atle. (2021) 9th International Workshop on News Recommendation and Analytics. Fifteenth ACM Conference on Recommender Systems.
    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. volum 121.
    Academic article
  • Zhang, Lemei; Liu, Peng; Gulla, Jon Atle. (2019) Dynamic attention-integrated neural network for session-based news recommendation. Machine Learning.
    Academic article
  • Liu, Peng; Gulla, Jon Atle; Zhang, Lemei. (2016) Dynamic topic-based sentiment analysis of large-scale online news. Lecture Notes in Computer Science (LNCS). volum 10042 LNCS.
    Academic article

Part of book/report

  • Liu, Peng; Marco, Cristina; Gulla, Jon Atle. (2022) Building Sentiment Lexicons for Mainland Scandinavian Languages Using Machine Translation and Sentence Embeddings. Proceedings of the Language Resources and Evaluation Conference.
    Academic chapter/article/Conference paper
  • Gulla, Jon Atle; Zhang, Lemei; Liu, Peng; Özgöbek, Özlem; Su, Xiaomeng. (2017) The Adressa dataset for news recommendation. IEEE/WIC/ACM International Conference on Web Intelligence (WI).
    Academic chapter/article/Conference paper

Media

2022

  • Poster
    Xing, Yujie; Cai, Jinglun; Barlaug, Nils; Liu, Peng; Gulla, Jon Atle. (2022) Balancing Multi-Domain Corpora Learning for Open-Domain Response Generation. Findings of the Association for Computational Linguistics: NAACL 2022 . Association for Computational Linguistics; Seattle. 2022-07-10 - 2022-07-15.

2019

  • Academic lecture
    Liu, Peng; Marco, Cristina; Gulla, Jon Atle. (2019) Semi-supervised sentiment analysis for under-resourced languages with a sentiment lexicon. 7th International Workshop on News Recommendation and Analytics (INRA'19) ; Copenhagen. 2019-09-19 - 2019-09-29.

2018

  • 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.
  • 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.

2017

  • Academic lecture
    Zhang, Lemei; Liu, Peng; Gulla, Jon Atle. (2017) A Neural Time Series Forecasting Model for User Interests Prediction On Twitter. 25th International Conference on User Modeling, Adaptation and Personalization . Maria Bielikova, Eelco Herder, Federica Cena, Michel Desmara; 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. 17th International Conference on Web Information Systems Engineering . Maria Orlowska, Hong Mei, Marek Rusinkiewicz, Yanchun Zhang; Shanghai. 2016-11-07 - 2016-11-10.
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