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 |
|---|---|---|
| 2020 | Conference | Riccardo Cappuzzo, Paolo Papotti, Saravanan Thirumuruganathan. Creating embeddings of heterogeneous relational datasets for data integration tasks. In SIGMOD 2020. [Paper] [BibTeX] |
| 2020 | Conference | Renzhi Wu, Sanya Chaba, Saurabh Sawlani, Xu Chu, Saravanan Thirumuruganathan. ZeroER: Entity Resolution using Zero Labeled Examples. In SIGMOD 2020. [Paper] [BibTeX] |
| 2020 | Conference | Shohedul Hasan, Saravanan Thirumuruganathan, Jees Augustine, Nick Koudas, Gautam Das. Deep Learning Models for Selectivity Estimation of Multi-Attribute Queries. In SIGMOD 2020. [Paper] [BibTeX] |
| 2020 | Journal | Abolfazl Asudeh, Jees Augustine, Azade Nazi, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das, Divesh Srivastava. Scalable algorithms for signal reconstruction by leveraging similarity joins. In VLDB Journal 2020. [Paper] [BibTeX] |
| 2020 | Conference | Saravanan Thirumuruganathan, Shohedul Hasan, Nick Koudas, Gautam Das. Approximate query processing for data exploration using deep generative models. In ICDE 2020. [Paper] [BibTeX] |
| 2020 | Vision | Saravanan Thirumuruganathan, Nan Tang, Mourad Ouzzani, AnHai Doan. Data curation with deep learning. In EDBT 2020. [Paper] [BibTeX] |
| 2020 | Misc | Ria Mae Borromeo, Lei Chen, Abhishek Dubey, Sudeepa Roy, Saravanan Thirumuruganathan. On Benchmarking for Crowdsourcing and Future of Work Platforms. In IEEE Data Engineering Bulletin Special Issue on Imagine All the People. [Paper] [BibTeX] |
| 2020 | Misc | David Gross-Amblard, Atsuyuki Morishima, Saravanan Thirumuruganathan, Marion Tommasi, Ko Yoshida. Platform Design for Crowdsourcing and Future of Work. In IEEE Data Engineering Bulletin Special Issue on Imagine All the People. [Paper] [BibTeX] |
| 2019 | Conference | Bertty Contreras-Rojas, Jorge-Arnulfo Quiane-Ruiz, Zoi Kaoudi, Saravanan Thirumuruganathan. TagSniff: Simplified Big Data Debugging for Dataflow Jobs. In SoCC 2019. [Paper] [BibTeX] |
| 2019 | Tutorial | Laks VS Lakshmanan, Michael Simpson, Saravanan Thirumuruganathan. Combating fake news: a data management and mining perspective. In VLDB 2019. [Paper] [BibTeX] |
| 2019 | Journal | Abolfazl Asudeh, Jees Augustine, Azade Nazi, Saravanan Thirumuruganathan Nan Zhang, Gautam Das, Divesh Srivastava. Efficient Signal Reconstruction for a Broad Range of Applications. Invited to SIGMOD Record for SIGMOD Research Highlights. [Paper] [BibTeX] |
| 2019 | Demo | Sona Hasani, Faezeh Ghaderi, Shohedul Hasan, Saravanan Thirumuruganathan, Abolfazl Asudeh, Nick Koudas, Gautam Das. ApproxML: efficient approximate ad-hoc ML models through materialization and reuse. In VLDB Demo 2019. [Paper] [BibTeX] |
| 2019 | Workshop | Saravanan Thirumuruganathan, Mourad Ouzzani, Nan Tang Explaining Entity Resolution Predictions: Where are we and What needs to be done? In HILDA 2019. . [Paper] [BibTeX] |
| 2019 | Conference | Md Abdus Salam, Mary E Koone, Saravanan Thirumuruganathan, Gautam Das, Senjuti Basu Roy. A Human-in-the-loop Attribute Design Framework for Classification. In TheWebConf 2019. [Paper] [BibTeX] |
| 2019 | Demo | Amr Ebaid, Saravanan Thirumuruganathan, Walid G Aref, Ahmed Elmagarmid, Mourad Ouzzani. EXPLAINER: entity resolution explanations. ICDE Demo 2019. Best Demonstration Award. [Paper] [BibTeX] |
| 2019 | Journal | Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das. Optimized group formation for solving collaborative tasks. In VLDB Journal 2019.. [Paper] [BibTeX] |
| 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] |
| 2018 | 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] |
| 2018 | 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] |
| 2018 | Conference | Sadia Ahmed, Sona Hasani, Mary Koone, Saravanan Thirumuruganathan, Montserrat Diaz-Abad, Ron Mitchell, Amal Isaiah, Gautam Das. An Empirical Study of Questionnaires for the Diagnosis of Pediatric Obstructive Sleep Apnea. In EMBC 2018. [Paper] [BibTeX] |
| 2018 | Conference | Jonathan Z Bakdash, Steve Hutchinson, Erin G Zaroukian, Laura R Marusich, Saravanan Thirumuruganathan, Charmaine Sample, Blaine Hoffman, Gautam Das. Malware in the future? Forecasting of analyst detection of cyber events. In Journal of Cybersecurity. 2018. [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] |
