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  1. Ansatte

Språkvelger

English

Peng Liu

Last ned pressefoto
Last ned pressefoto
Foto:

Peng Liu

Forsker
Institutt for datateknologi og informatikk

peng.liu@ntnu.no
73550240 45086359 IT-bygget, Gløshaugen
Publikasjoner Undervisning Formidling

Publikasjoner

  • Kronologisk
  • Etter kategori
  • Se alle publikasjoner i Cristin

2025

  • Rosa, Javier de la; Mikhailov, Vladislav; Zhang, Lemei; Wetjen, Freddy; Samuel, David; Liu, Peng. (2025) The Impact of Copyrighted Material on Large Language Models: A Norwegian Perspective.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Brozovsky, Johannes Georg; Clauß, John; Liu, Peng; Healey-Brudal, Tonje Trulsrud; Yang, Yunbo; Healey-Brudal, Ørjan. (2025) A comparative analysis of climate friendly neighbourhoods in China and Norway: Insights on approaches, practices and policies from four case studies☆. Energy and Buildings
    Vitenskapelig artikkel

2024

  • Liu, Peng; Tønnesen, Jens; Caetano, Luis; Bergsdal, Håvard; Justo Alonso, Maria; Kind, Reidar. (2024) Optimizing ventilation systems considering operational and embodied emissions with life cycle based method. Energy and Buildings
    Vitenskapelig artikkel
  • Liu, Peng; Zhang, Lemei; Farup, Terje Nissen; Lauvrak, Even Wienenga; Ingvaldsen, Jon Espen; Eide, Simen. (2024) NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian. Association for Computational Linguistics
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Mangiavacchi, Arianna; Morelli, Gabrielle; Reppe, Sjur; Eggerschwiler, Benjamin; Liu, Peng; Saera, Alfonso. (2024) LINE-1 RNA triggers matrix formation in bone cells via a PKR-mediated inflammatory response. EMBO Journal
    Vitenskapelig artikkel

2023

  • Kille, Benjamin Uwe; Lommatzsch, Andreas; Özgöbek, Özlem; Liu, Peng; Eide, Simen; Zhang, Lemei. (2023) The Eleventh International Workshop on News Recommendation and Analytics (INRA’23). Association for Computing Machinery (ACM)
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Xing, Yujie; Liu, Peng. (2023) Prompt and instruction-based tuning for response generation in conversational quesition answering. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel
  • Zhang, Lemei; Liu, Peng; Gulla, Jon Atle. (2023) Recommending on graphs: a comprehensive review from a data perspective. User modeling and user-adapted interaction
    Vitenskapelig oversiktsartikkel/review
  • Liu, Peng; Zhang, Lemei; Gulla, Jon Atle. (2023) Pre-train, Prompt, and Recommendation: A Comprehensive Survey of Language Modeling Paradigm Adaptations in Recommender Systems. Transactions of the Association for Computational Linguistics
    Vitenskapelig artikkel

2022

  • Özgöbek, Özlem; Lommatzsch, Andreas; Kille, Benjamin Uwe; Liu, Peng; Malthouse, Edward C.; Gulla, Jon Atle. (2022) Preface to INRA and IWILDS 2022. CEUR Workshop Proceedings
    Leder
  • Özgöbek, Özlem; Lommatzsch, Andreas; Kille, Benjamin Uwe; Liu, Peng; Malthouse, Edward C.; Gulla, Jon Atle. (2022) Preface to INRA 2022. CEUR Workshop Proceedings
    Leder
  • Liu, Peng; Marco, Cristina; Gulla, Jon Atle. (2022) Building Sentiment Lexicons for Mainland Scandinavian Languages Using Machine Translation and Sentence Embeddings. European Language Resources Association
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2021

  • 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
    Vitenskapelig artikkel
  • Liu, Peng; Zhang, Lemei; Gulla, Jon Atle. (2021) Multilingual Review-aware Deep Recommender System via Aspect-based Sentiment Analysis. ACM Transactions on Information Systems
    Vitenskapelig artikkel

2019

  • Zhang, Lemei; Liu, Peng; Gulla, Jon Atle. (2019) Dynamic attention-integrated neural network for session-based news recommendation. Machine Learning
    Vitenskapelig artikkel
  • Liu, Peng; Zhang, Lemei; Gulla, Jon Atle. (2019) Dynamic attention-based explainable recommendation with textual and visual fusion. Information Processing & Management
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel

2017

  • Gulla, Jon Atle; Zhang, Lemei; Liu, Peng; Özgöbek, Özlem; Su, Xiaomeng. (2017) The Adressa dataset for news recommendation. Association for Computing Machinery (ACM)
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

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)
    Vitenskapelig artikkel

Tidsskriftspublikasjoner

  • Brozovsky, Johannes Georg; Clauß, John; Liu, Peng; Healey-Brudal, Tonje Trulsrud; Yang, Yunbo; Healey-Brudal, Ørjan. (2025) A comparative analysis of climate friendly neighbourhoods in China and Norway: Insights on approaches, practices and policies from four case studies☆. Energy and Buildings
    Vitenskapelig artikkel
  • Liu, Peng; Tønnesen, Jens; Caetano, Luis; Bergsdal, Håvard; Justo Alonso, Maria; Kind, Reidar. (2024) Optimizing ventilation systems considering operational and embodied emissions with life cycle based method. Energy and Buildings
    Vitenskapelig artikkel
  • Mangiavacchi, Arianna; Morelli, Gabrielle; Reppe, Sjur; Eggerschwiler, Benjamin; Liu, Peng; Saera, Alfonso. (2024) LINE-1 RNA triggers matrix formation in bone cells via a PKR-mediated inflammatory response. EMBO Journal
    Vitenskapelig artikkel
  • Xing, Yujie; Liu, Peng. (2023) Prompt and instruction-based tuning for response generation in conversational quesition answering. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel
  • Zhang, Lemei; Liu, Peng; Gulla, Jon Atle. (2023) Recommending on graphs: a comprehensive review from a data perspective. User modeling and user-adapted interaction
    Vitenskapelig oversiktsartikkel/review
  • Liu, Peng; Zhang, Lemei; Gulla, Jon Atle. (2023) Pre-train, Prompt, and Recommendation: A Comprehensive Survey of Language Modeling Paradigm Adaptations in Recommender Systems. Transactions of the Association for Computational Linguistics
    Vitenskapelig artikkel
  • Özgöbek, Özlem; Lommatzsch, Andreas; Kille, Benjamin Uwe; Liu, Peng; Malthouse, Edward C.; Gulla, Jon Atle. (2022) Preface to INRA and IWILDS 2022. CEUR Workshop Proceedings
    Leder
  • Özgöbek, Özlem; Lommatzsch, Andreas; Kille, Benjamin Uwe; Liu, Peng; Malthouse, Edward C.; Gulla, Jon Atle. (2022) Preface to INRA 2022. CEUR Workshop Proceedings
    Leder
  • 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
    Vitenskapelig artikkel
  • Liu, Peng; Zhang, Lemei; Gulla, Jon Atle. (2021) Multilingual Review-aware Deep Recommender System via Aspect-based Sentiment Analysis. ACM Transactions on Information Systems
    Vitenskapelig artikkel
  • Zhang, Lemei; Liu, Peng; Gulla, Jon Atle. (2019) Dynamic attention-integrated neural network for session-based news recommendation. Machine Learning
    Vitenskapelig artikkel
  • Liu, Peng; Zhang, Lemei; Gulla, Jon Atle. (2019) Dynamic attention-based explainable recommendation with textual and visual fusion. Information Processing & Management
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • Liu, Peng; Gulla, Jon Atle; Zhang, Lemei. (2016) Dynamic topic-based sentiment analysis of large-scale online news. Lecture Notes in Computer Science (LNCS)
    Vitenskapelig artikkel

Del av bok/rapport

  • Rosa, Javier de la; Mikhailov, Vladislav; Zhang, Lemei; Wetjen, Freddy; Samuel, David; Liu, Peng. (2025) The Impact of Copyrighted Material on Large Language Models: A Norwegian Perspective.
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Liu, Peng; Zhang, Lemei; Farup, Terje Nissen; Lauvrak, Even Wienenga; Ingvaldsen, Jon Espen; Eide, Simen. (2024) NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian. Association for Computational Linguistics
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Kille, Benjamin Uwe; Lommatzsch, Andreas; Özgöbek, Özlem; Liu, Peng; Eide, Simen; Zhang, Lemei. (2023) The Eleventh International Workshop on News Recommendation and Analytics (INRA’23). Association for Computing Machinery (ACM)
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Liu, Peng; Marco, Cristina; Gulla, Jon Atle. (2022) Building Sentiment Lexicons for Mainland Scandinavian Languages Using Machine Translation and Sentence Embeddings. European Language Resources Association
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
  • Gulla, Jon Atle; Zhang, Lemei; Liu, Peng; Özgöbek, Özlem; Su, Xiaomeng. (2017) The Adressa dataset for news recommendation. Association for Computing Machinery (ACM)
    Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Undervisning

Emner

  • TDT4215 - Anbefalingssystemer

Formidling

2024

  • Faglig foredrag
    Liu, Peng. (2024) Representation Learning in NLP (basics technologies). NTNU PROG2051 Artificial Intelligence , Gjøvik 2024-02-28 -
  • Faglig foredrag
    Liu, Peng. (2024) Natural Language Processing with Knowledge Graphs. Universitetet i Bergen INFO320 Research Topics in Semantic Information Systems 2024-02-15 -
  • Vitenskapelig foredrag
    Zhang, Lemei; Liu, Peng; Deldjoo, Yashar; Zheng, Yong; Gulla, Jon Atle. (2024) Understanding Language Modeling Paradigm Adaptations in Recommender Systems: Lessons Learned and Open Challenges. 27th European Conference on Artificial Intelligence , Santiago de Compostela 2024-10-19 - 2024-10-24

2022

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

2019

  • Vitenskapelig foredrag
    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

  • Vitenskapelig foredrag
    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
  • Vitenskapelig foredrag
    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

  • Vitenskapelig foredrag
    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

  • Vitenskapelig foredrag
    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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