Publications

DBLP contains a time lagged list of my publications. Google Scholar also contains citation metrics.

Obligatory Disclaimer: All pdfs here are the author's version of the work. They are posted here by permission of ACM/IEEE/Springer for your personal use, not for re-distribution. The definitive version was published in the respective conference proceedings/journal issue.

Year Type Publication
2018 Conference Muhammad Ebraheem, Saravanan Thirumuruganathan, Shafiq Joty, Mourad Ouzzani, Nan Tang. Distributed Representations of Tuples for Entity Resolution. In VLDB 2018. [Paper] [BibTeX]
2018 Conference Sona Hasani, Saravanan Thirumuruganathan, Abolfazl Asudeh, Nick Koudas, Gautam Das. Efficient Construction of Approximate Ad-Hoc ML models Through Materialization and Reuse. In VLDB 2018. [Paper] [BibTeX]
2015 Conference Abolfazl Asudeh, Azade Nazi, Jees Augustine, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das, Divesh Srivastava. Leveraging similarity joins for signal reconstruction. In VLDB 2018. [Paper] [BibTeX]
2018 Conference Divy Agrawal, Sanjay Chawla, Bertty Contreras, Ahmed Elmagarmid, Yasser Idris, Zoi Kaoudi, Sebastian Kruse, Ji Lucas, Essam Mansour, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiane Ruiz, Nan Tang, Saravanan Thirumuruganathan, Anis Troudi. RHEEM: A Cross-Platform Data Processing System. In VLDB 2018. [Paper] [BibTeX]
2018 Conference Laure Berti-Equille, Hazar Harmouch, Felix Naumann, Noel Novelli, Saravanan Thirumuruganathan. Discovery of Genuine Functional Dependencies from Relational Data with Missing Values. In VLDB 2018. [Paper] [BibTeX]
2015 Conference Rade Stanojevic, Sofiane Abbar, Saravanan Thirumuruganathan, Sanjay Chawla, Fethi Filali, Ahid Aleimat. Robust Road Map Inference through Network Alignment of Trajectories. In SDM 2018. [Paper] [BibTeX]
2018 Conference Rade Stanojevic, Sofiane Abbar, Saravanan Thirumuruganathan, Gianmarco De Francisci Morales, Sanjay Chawla, Fethi Filali, Ahid Aleimat. Road network fusion for incremental map updates. In LBS 2018. [Paper] [BibTeX]
2018 Journal Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das. Optimized group formation for solving collaborative tasks. In VLDB Journal. [Paper] [BibTeX]
2017 Conference Saravanan Thirumuruganathan, Laure Berti-Equille, Mourad Ouzzani, Jorge-Arnulfo Quiane-Ruiz, Nan Tang. Uguide: User-guided discovery of fd-detectable errors. In SIGMOD 2017. [Paper] [BibTeX]
2017 Conference Zoi Kaoudi, Jorge-Arnulfo Quiane-Ruiz, Saravanan Thirumuruganathan, Sanjay Chawla, Divy Agrawal. A Cost-based Optimizer for Gradient Descent Optimization. In SIGMOD 2017. [Paper] [BibTeX]
2017 Conference Md Farhadur Rahman, Weimo Liu, Saad Bin Suhaim, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das. Density based clustering over location based services. In ICDE 2017. [Paper] [BibTeX]
2016 Conference Abolfazl Asudeh, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das. Discovering the skyline of web databases. In VLDB 2016. [Paper] [BibTeX]
2016 Conference Md Farhadur Rahman, Saad Bin Suhaim, Weimo Liu, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das. Analoc: Efficient analytics over location based services. In ICDE 2016. [Paper] [BibTeX]
2015 Conference Kosetsu Ikeda, Atsuyuki Morishima, Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das. Collaborative crowdsourcing with crowd4U. In VLDB 2016. [Paper] [BibTeX]
2015 Conference Saravanan Thirumuruganathan, Habibur Rahman, Sofiane Abbar, Gautam Das. Beyond Itemsets: Mining Frequent Featuresets over Structured Items. In PVLDB 2015. [Paper] [BibTeX]
2015 Conference Habibur Rahman, Saravanan Thirumuruganathan, Senjuti Basu Roy, Sihem Amer-Yahia, Gautam Das. Worker Skill Estimation in Team-Based Tasks. In PVLDB 2015. [Paper] [BibTeX]
2015 Conference Azade Nazi, Zhuojie Zhou, Saravanan Thirumuruganathan, Nan Zhang, and Gautam Das. Walk, Not Wait: Faster Sampling Over Online Social Networks. In PVLDB 2015. [Paper] [Technical Report] [BibTeX]
2015 Conference Md Farhadur Rahman, Weimo Liu, Saravanan Thirumuruganathan, Nan Zhang, and Gautam Das. Privacy Implications of Database Ranking. In PVLDB 2015. [Paper] [Technical Report] [BibTeX]
2015 Conference Weimo Liu, Md Farhadur Rahman, Saravanan Thirumuruganathan, Nan Zhang, and Gautam Das. Aggregate Estimations over Location Based Services. In PVLDB 2015. [Paper] [Technical Report] [BibTeX]
2015 Journal Senjuti Basu Roy, Ioanna Lykourentzou, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das. Task-Assignment Optimization in Knowledge Intensive Crowdsourcing. In VLDB Journal 2015. [Paper] [BibTeX]
2015 Conference Azade Nazi, Saravanan Thirumuruganathan, Vagelis Hristidis, Nan Zhang, Gautam Das. Answering Complex Queries in an Online Community Network. Accepted as Short paper in ICWSM 2015. [Paper] [BibTeX]
2014 Conference Saravanan Thirumuruganathan, Nan Zhang, Vagelis Hristidis, Gautam Das. Aggregate Estimation Over a Microblog Platform. In SIGMOD 2014. [Paper] [Slides] [Poster] [BibTeX]
2014 Conference Saravanan Thirumuruganathan, Nan Zhang, Gautam Das. Rank Discovery From Web Databases. In PVLDB 2013 (to be presented in PVLDB 2014). [Paper] [Slides] [Poster] [BibTeX]
2014 Conference Milad Eftekhar, Saravanan Thirumuruganathan, Gautam Das, Nick Koudas. Price Trade-offs in Social Media Advertising. In COSN 2014 (ACM Conference on Online Social Networks). [Paper] [Slides] [BibTeX] [Technical Report PDF]
2014 Workshop Azade Nazi, Saravanan Thirumuruganathan, Vagelis Hristidis, Nan Zhang, Khaled Shaban, and Gautam Das. Querying Hidden Attributes in Social Networks. In Third International Workshop on Intelligent Data Processing (IDP 2014), collocated with ICDM 2014. [Paper] [Slides] [BibTeX]
2014 Conference Weimo Liu, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das. Aggregate Estimation Over Dynamic Hidden Web Databases. In PVLDB 2014. [Paper] [Technical Report PDF] [BibTeX]
2014 Conference Weimo Liu, Saad Bin Suhaim, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das, Ali Jaoua. HDBTracker: Aggregate Tracking and Monitoring Over Dynamic Web Databases. In PVLDB 2014 (Demo paper). [Paper] [BibTeX]
2014 Journal Mahashweta Das, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das, Cong Yu. An Expressive Framework and Efficient Algorithms for the Analysis of Collaborative Tagging. In VLDB Journal Special Issue on Best Papers of VLDB 2012. [Paper] [BibTeX]
2014 Conference Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das, Cong Yu. Exploiting Group Recommendation Functions for Flexible Preferences. In ICDE 2014. [Paper] [Slides] [Poster] [BibTeX]
2014 Conference Sofiane Abbar, Habibur Rahman, Saravanan Thirumuruganathan, Carlos Castillo, Gautam Das. Ranking Item Features by Mining Online User-Item Interactions. In ICDE 2014 [Paper] [Poster] [BibTeX]
2013 Workshop Senjuti Basu Roy, Ioanna Lykourentzou, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das. Crowds, not Drones: Modeling Human Factors in Interactive Crowdsourcing (Vision Paper). In DBCrowd 2013, held in conjunction with VLDB 2013. [Paper] [Slides] [BibTeX]
2013 Conference Saravanan Thirumuruganathan, Nan Zhang, Gautam Das. Breaking the top-k barrier of hidden web databases. In ICDE 2013. [Paper] [Slides] [Poster] [BibTeX]
2012 Conference Mahashweta Das, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das, Cong Yu. Who Tags What? An Analysis Framework. In PVLDB 2012. (Also to appear in VLDBJ special issue on Best of VLDB 2012). [Paper] [BibTeX]
2012 Conference Saravanan Thirumuruganathan, Mahashweta Das, Shrikant Desai, Sihem Amer-Yahia, Gautam Das, Cong Yu. MapRat: Meaningful Explanation, Interactive Exploration and Geo-Visualization of Collaborative Ratings (Demo paper). In PVLDB 2012. [Paper] [Poster] [BibTeX]
2011 Masters Thesis Saravanan Thirumuruganathan. Building Bayesian Network based expert systems from rules. [Thesis]
2011 Conference Saravanan Thirumuruganathan, Manfred Huber. Building Bayesian Network based expert systems from rules. In SMC 2011. [Paper] [Slides] [BibTeX]