Vinay Jayarama Setty | Universitetet i Stavanger

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Kjøv Egelands Hus

Det teknisk-naturvitenskapelige fakultet
Institutt for data- og elektroteknologi

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Bio

Dr. Vinay Setty is an Associate Professor at the Department of Electrical Engineering and Computer Science. Before that he has been an Assistant Professor at Aalborg University in Denmark and Postdoctoral Researcher at Max Planck Institute for Informatics. Setty got is PhD from University of Oslo, Norway.

Dr. Setty's recent research areas mainly include information retrieval, text and graph mining using machine learning techniques. Text mining includes dealing with unstructured text, specifically news documents for tasks such as fake news detection, news ranking, news recommendation etc. Graph mining involves training network embeddings for machine learning on graphs and knowledge graphs. He has several publications including several publications in highly competitive conferences in the area of data mining and Information Retrieval TheWebConf, SIGIR, VLDB, CIKM and WSDM.

Dr. Setty is a member of the IAI research group at University of Stavanger.

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DBLP profile

Teaching:

DAT550 Data Mining and Deep Learning (Spring semester) Course description

DAT240 Advanced Programming and Software Engineering (Fall semester) Course description

Publikasjoner

Tilbake

Vitenskapelige publikasjoner
- Opdahl, Andreas Lothe; Tessem, Bjørnar; Dang Nguyen, Duc Tien; Motta, Enrico; Setty, Vinay; Throndsen, Eivind; Tverberg, Are; Trattner, Christoph
  
  (2023)
  Trustworthy journalism through AI.
  Data & Knowledge Engineering.
  
  ISSN 0169-023X.
  
  Volum 146.
  
  DOI: 10.1016/j.datak.2023.102182
- Sheikhi, Ghazaal; Opdahl, Andreas Lothe; Touileb, Samia; Setty, Vinay
  
  (2023)
  
  Making sense of nonsense : Integrated gradient-based input reduction to improve recall for check-worthy claim detection. I: Proceedings of the 5th Symposium of the Norwegian AI Society (NAIS 2023).
  
  ISBN 0000000000.
- Setty, Vinay Jayarama
  
  (2023)
  Extreme Classification for Answer Type Prediction in Question Answering. I: 2023 ACM/IEEE Joint Conference on Digital Libraries JCDL 2023.
  IEEE conference proceedings.
  
  ISBN 9798350399318.
  
  DOI: 10.1109/JCDL57899.2023.00041
- Zhang, Zijian; Setty, Vinay Jayarama; Anand, Avishek
  
  (2022)
  SparCAssist: A Model Risk Assessment Assistant Based on Sparse Generated Counterfactuals. I: SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022.
  Association for Computing Machinery (ACM).
  
  ISBN 978-1-4503-8732-3.
  
  DOI: 10.1145/3477495.3531677
- Merlina, Andrea; Vitenberg, Roman; Setty, Vinay
  
  (2022)
  A General and Configurable Framework for Blockchain-based Marketplaces. I: SAC '22: Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing.
  Association for Computing Machinery (ACM).
  
  ISBN 978-1-4503-8713-2.
  
  s.216-225.
  
  DOI: 10.1145/3477314.3507039
- Linjordet, Trond; Balog, Krisztian; Setty, Vinay
  
  (2022)
  Towards Formally Grounded Evaluation Measures for Semantic Parsing-based Knowledge Graph Question Answering. I: Proceedings of the 2022 ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR '22).
  Association for Computing Machinery (ACM).
  
  ISBN 978-1-4503-9412-3.
  
  s.3-12.
  
  DOI: 10.1145/3539813.3545146
- Balog, Krisztian; Nørvåg, Kjetil; Setty, Vinay
  
  (2022)
  
  Report on the 44th European Conference on Information Retrieval (ECIR 2022): The First Major Hybrid IR Conference.
  
  SIGIR Forum.
  
  ISSN 0163-5840.
  
  Volum 56.
  
  Hefte 1.
- Setty, Vinay Jayarama; Rekve, Erlend Ådnanes
  
  (2020)
  Truth be Told: Fake News Detection Using User Reactions on Reddit. I: CIKM 20 : The 29th ACM international conference on information and knowledge management : Virtual Event Ireland, October 19-23, 2020..
  ACM Publications.
  
  ISBN 9781450368599.
  
  s.3325-3328.
  
  DOI: 10.1145/3340531.3417463
- Zervakis, Lefteris; Setty, Vinay Jayarama; Tryfonopoulos, Christos; Hose, Katja
  
  (2020)
  Efficient Continuous Multi-Query Processing over Graph Streams. I: Advances in Database Technology — EDBT 2020. 23rd International Conference on Extending Database Technology Copenhagen, Denkmark, March 30–April 2, 2020: Proceedings.
  OpenProceedings.
  
  ISBN 9783893180837.
  
  s.13-24.
  
  DOI: 10.5441/002/edbt.2020.03
- Sakariassen, Eirik; Botnevik, Bjarte; Setty, Vinay
  
  (2020)
  BRENDA: Browser Extension for Fake News Detection. I: Proceedings of the 43rd International {ACM} {SIGIR} conference on research and development in Information Retrieval, {SIGIR} 2020, Virtual Event, China, July 25-30, 2020.
  Association for Computing Machinery (ACM).
  
  ISBN 9781450380164.
  
  DOI: 10.1145/3397271.3401396
- Setty, Vinay; Balog, Krisztian
  
  (2020)
  
  Semantic Answer Type Prediction using BERT: IAI at the ISWC SMART Task 2020 . I: Proceedings of the SeMantic AnsweR Type prediction task (SMART) at ISWC 2020 Semantic Web Challenge co-located with the 19th. International, Semantic Web Conference {(ISWC} 2020), Virtual Conference, November, 5th, 2020.
  
  ISBN 9783030624668.
  
  s.10-18.
- 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.
  
  DOI: 10.1145/3341981.3344229
- 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
- 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.
  
  DOI: 10.1145/3209978.3210136
- 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
- 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.
  
  DOI: 10.1145/3210284.3219774
- 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.
- 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.
  
  DOI: 10.1145/3132847.3133131
- 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.
  
  DOI: 10.1145/2611286.2611312
- 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.
  
  DOI: 10.1109/INFOCOM.2014.6848205
- 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.
  
  DOI: 10.1109/ICDCS.2014.63
- 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.
  
  DOI: 10.1145/2488222.2488273
- 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.
  
  DOI: 10.1007/978-3-642-35170-9_14
Bøker og kapitler
- Hagen, Matthias; Verberne, Suzan; Macdonald, Craig; Seifert, Christin; Balog, Krisztian; Nørvåg, Kjetil; Setty, Vinay
  
  (2022)
  
  Advances in Information Retrieval 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10–14, 2022, Proceedings, Part I.
  
  Springer.
  
  ISBN 978-3-030-99735-9.
  
  Hefte 13185.
- Hagen, Matthias; Verberne, Suzan; Macdonald, Craig; Seifert, Christin; Balog, Krisztian; Nørvåg, Kjetil; Setty, Vinay
  
  (2022)
  
  Advances in Information Retrieval 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10–14, 2022, Proceedings, Part II.
  
  Springer.
  
  ISBN 978-3-030-99738-0.
  
  Hefte 13186.
- Balog, Krisztian; Setty, Vinay; Lioma, Christina; Liu, Yiqun; Zhang, Min; Berberich, Klaus
  
  (2020)
  
  ICTIR '20: Proceedings of the 2020 ACM SIGIR on International Conference on Theory of Information Retrieval.
  
  Association for Computing Machinery (ACM).
  
  ISBN 9781450380676.
- Setty, Vinay Jayarama; Vitenberg, Roman; van Steen, Maarten
  
  (2015)
  
  Publish/Subscribe for Large-Scale Social Interaction: Design, Analysis and Resource Provisioning.
  
  Unipub forlag.
  
  Hefte 1595.
Formidling
- Setty, Vinay Jayarama
  
  (2022)
  
  Explainable Fact-Checking .
  
  eXplainable AI Summer School;
  
  2022-08-29 - 2022-09-02.
- Setty, Vinay Jayarama
  
  (2022)
  
  Opportunities and Challenges in Explainable Fact-Checking .
  
  FakeSpeak Annual Workshop 2022;
  
  2022-11-14.
- Setty, Vinay Jayarama
  
  (2022)
  
  Automated Fact-Checking at Factiverse.
  
  European Conference on Information Retrieval 2022;
  
  2022-04-10 - 2022-04-14.
- Merlina, Andrea; Vitenberg, Roman; Setty, Vinay Jayarama
  
  (2019)
  
  Towards Useful Proof of Work: combining Blockchain and Machine Learning .
  
  Stavanger Workshop in collaboration with Credence INTPART project;
  
  2019-08-04 - 2019-08-08.
Kunstnerisk produksjon
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