Et profilbilde

Vinay Jayarama Setty { "honorific-suffix": "Førsteamanuensis", "fn": "Vinay Jayarama Setty", "tel": "Telefon: 51832760", "email": "" }

Avdeling/enhet Det teknisk- naturvitenskapelige fakultet
Institutt/senter Institutt for data- og elektroteknologi


My most recent research area mainly includes news mining and ranking. I have have also been working on query processing on graphs such as entity graphs and RDF graphs. I am also investigating the path query processing in graphs as well. My other research areas also include designing systems and algorithms for scalable publish/subscribe systems with applications to social networks.

Utvalgte publikasjoner

  • Even2Vec: Neural Embeddings for News Events
    Vinay Setty, Katja Hose
    in SIGIR 2018 (Short paper).
  • Modeling Event Importance for Ranking Daily News Events 
    Vinay Setty, Abhijit Anand, Arunav Mishra, Avishek Anand
    in WSDM 2017. 
  • RichNote: Adaptive Selection and Deliver of Rich Media Notifications to Mobile Users 
    Md Yusuf Sarwar Uddin, Vinay Setty, Ye Zhao, Roman Vitenberg, Nalini Venkatasubramanian
    in ICDCS 2016. 
  • As Time Goes By: Comprehensive Tagging of Textual Phrases with Temporal Scopes 
    Erdal Kuyez, Vinay Setty, Jannik Stroetgen, Gerhard Weikum
    in WWW 2016.
  • InZeit: Efficiently Identifying Insightful Time Points 
    Vinay Setty, Srikanta Bedathur, Klaus Berberich, and Gerhard Weikum 
    in VLDB 2010.
  • Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing) 
    Jens Dittrich, Jorge Quiane, Alekh Jindal, Yagiz Kargin, Vinay Setty, Jörg Schad
    in VLDB 2010.

Pågående forskning



Past Positions

  • [November 2016 - July 2017] Assistant Professor, Aalborg University, Denmark
  • [September 2014 - October 2016] Postdoctoral Researcher, Max Planck Institute for Informatics, Saarbruecken, Germany
  • [September 2012 - February 2013] Visiting Researcher, Spotify, Stockholm
  • [June 2005 - March 2008] Software Engineer, Electronics For Imaging, Bangalore, India

Vitenskapelige publikasjoner (fra CRISTin)

  • Khosla, Megha; Setty, Vinay Jayarama; Anand, Avishek (2019). A Comparative Study for Unsupervised Network Representation Learning. IEEE Transactions on Knowledge and Data Engineering. ISSN 1041-4347. s. 1-12. DOI: 10.1109/TKDE.2019.2951398.
  • Mishra, Rahul; Setty, Vinay Jayarama (2019). SADHAN: Hierarchical Attention Networks to Learn Latent Aspect Embeddings for Fake News Detection. I: Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval. Association for Computing Machinery (ACM). ISBN 978-1-4503-6881-0. s. 197-204.
  • Aebeloe, Christian; Montoya, Gabriela; Setty, Vinay Jayarama; Hose, Katja (2018). Discovering Diversified Paths in Knowledge Bases. Proceedings of the VLDB Endowment. ISSN 2150-8097. Volum 11. Hefte 12. s. 2002-2005. DOI: 10.14778/3229863.3236245.
  • Aebeloe, Christian; Setty, Vinay Jayarama; Montoya, Gabriela; Hose, Katja (2018). Top-k diversification for path queries in knowledge graphs. CEUR Workshop Proceedings. ISSN 1613-0073. Volum 2180.
  • Setty, Vinay Jayarama (2018). Distributed and Dynamic Clustering For News Events. I: Proceedings of the 12th ACM International Conference on Distributed and Event-based Systems. Association for Computing Machinery (ACM). ISBN 978-1-4503-5782-1. s. 254-259.
  • Setty, Vinay Jayarama; Hose, Katja (2018). Event2Vec: Neural Embeddings for News Events. I: Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval. ACM Publications. ISBN 978-1-4503-5657-2. s. 1013-1016.
  • Das, Supratim; Mishra, Arunav; Berberich, Klaus; Setty, Vinay Jayarama (2017). Estimating Event Focus Time Using Neural Word Embeddings. I: Proceedings of the 2017 ACM on Conference on Information and Knowledge Management. Association for Computing Machinery (ACM). ISBN 978-1-4503-4918-5.
  • Korsveien, Nils Peder; Setty, Vinay Jayarama; Vitenberg, Roman (2014). VizPub: visualizing the performance of overlay-based pub/sub systems. I: Proceedings of the 8th ACM International Conference on Distributed Event-Based Systems: DEBS '14 The 8th ACM International Conference on Distributed Event-Based Systems. Association for Computing Machinery (ACM). ISBN 978-1-4503-2737-4. s. 326-329.
  • Setty, Vinay Jayarama; Kreitz, Gunnar; Urdaneta, Guido; Vitenberg, Roman; van Steen, Maarten (2014). Maximizing the number of satisfied subscribers in pub/sub systems under capacity constraints. I: INFOCOM, 2014 Proceedings. IEEE conference proceedings. ISBN 978-14799-3360-0. s. 2580-2588.
  • Setty, Vinay Jayarama; Vitenberg, Roman; Kreitz, Gunnar; Urdaneta, Guido; van Steen, Maarten (2014). Cost-Effective Resource Allocation for Deploying Pub/Sub on Cloud. I: IEEE 34th International Conference on Distributed Computing Systems. IEEE conference proceedings. ISBN 978-1-4799-5168-0. s. 555-566.
  • Setty, Vinay Jayarama; Kreitz, Gunnar; Vitenberg, Roman; van Steen, Maarten; Urdaneta, Guido; Gimåker, Staffan (2013). The hidden pub/sub of spotify. I: The 7th ACM International Conference on Distributed Event-Based Systems. Association for Computing Machinery (ACM). ISBN 978-1-4503-1758-0. s. 231-240.
  • Setty, Vinay Jayarama; van Steen, Maarten; Vitenberg, Roman; Voulgaris, Spyros (2012). PolderCast: Fast, Robust, and Scalable Architecture for P2P Topic-Based Pub/Sub. I: Middleware 2012. Springer. ISBN 978-3-642-35170-9. s. 271-291.
  • Setty, Vinay Jayarama; Vitenberg, Roman (veileder); van Steen, Maarten (veileder) (2015). Publish/Subscribe for Large-Scale Social Interaction: Design, Analysis and Resource Provisioning. Unipub forlag. 198 s.
  • Merlina, Andrea; Vitenberg, Roman; Setty, Vinay Jayarama (2019). Towards Useful Proof of Work: combining Blockchain and Machine Learning. University of Stavanger; 2019-08-04 - 2019-08-08.