Publications

ALFA: Active Learning for Graph Neural Network-based Semantic Schema Alignment

Published in The VLDB Journal: Special Issue on Machine Learning and Databases, VLDB J. 33(4): 981-1011, 2024

Venkata Vamsikrishna Meduri, Abdul Quamar, Chuan Lei, Xiao Qin, Berthold Reinwald

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Human-in-the-Loop Machine Learning Systems for Data Integration and Predictive Analytics (Ph.D Dissertation)

Published in the Arizona State University ProQuest Dissertations Publishing, 2022.29212685, 2022

Venkata Vamsikrishna Meduri

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A Machine Learning-Aware Data Re-partitioning Framework for Spatial Datasets (research paper)

Published in the 38th IEEE International Conference on Data Engineering, ICDE, 2022

Kanchan Chowdhury, Venkata Vamsikrishna Meduri, Mohamed Sarwat

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GEM: An Efficient Entity Matching Framework for Geospatial Data (poster paper)

Published in the 29th ACM SIGSPATIAL, 2021

Setu Shah, Venkata Vamsikrishna Meduri, Mohamed Sarwat

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Evaluation of Machine Learning Algorithms in Predicting the Next SQL Query From the Future (research paper)

Published in the ACM Transactions on Database Systems, ACM TODS, Volume 46, Issue 1, Article No.: 4, 2021

Venkata Vamsikrishna Meduri, Kanchan Chowdhury, Mohamed Sarwat

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A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching (research paper)

Published in the ACM SIGMOD Conference on Management of Data, 2020

Venkata Vamsikrishna Meduri, Lucian Popa, Prithviraj Sen, Mohamed Sarwat

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Recurrent Neural Networks for Dynamic User Intent Prediction in Human-Database Interaction (short paper)

Published in the 22nd International Conference on Extending Database Technology, EDBT, 2019

Venkata Vamsikrishna Meduri, Kanchan Chowdhury, Mohamed Sarwat

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Mining Expressive Rules in Knowledge Graphs (research paper)

Published in the Journal of Data and Information Quality. Special Issue on Quality Assessment of Knowledge Graphs, JDIQ, 2019

Naser Ahmadi, Viet-Phi Huynh, Venkata Vamsikrishna Meduri, Stefano Ortona, Paolo Papotti

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RuDiK: Rule Discovery in Knowledge Bases (demo paper)

Published in the 44th International Conference on Very Large Databases, VLDB, 2018

Stefano Ortona, Venkata Vamsikrishna Meduri, Paolo Papotti

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Human Database Interaction: A Holistic Apporach (lightning talk abstract)

Published in the 34th IEEE International Conference on Data Engineering, ICDE, 2018

Mohamed Sarwat, Venkata Vamsikrishna Meduri

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Robust Discovery of Positive and Negative Rules in Knowledge-Bases (research paper)

Published in the 34th IEEE International Conference on Data Engineering, ICDE, 2018

Stefano Ortona, Venkata Vamsikrishna Meduri, Paolo Papotti

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Synthesizing Entity Matching Rules by Examples (research paper)

Published in the Proceedings of Very Large Databases, PVLDB Vol. 11 No. 2, 2017

Rohit Singh, Venkata Vamsikrishna Meduri, Ahmed K. Elmagarmid, Samuel Madden, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Armando Solar-Lezama, Nan Tang

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Generating Concise Entity Matching Rules (demo paper)

Published in the ACM SIGMOD Conference on Management of Data, 2017

Rohit Singh, Venkata Vamsikrishna Meduri, Ahmed K. Elmagarmid, Samuel Madden, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Armando Solar-Lezama, Nan Tang

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Towards User-Aware Rule Discovery (workshop paper)

Published in the 11th International Workshop on Information Search, Integration and Personalization, ISIP, 2016

Venkata Vamsikrishna Meduri, Paolo Papotti

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BayesWipe: A Scalable Probabilistic Framework for Improving Data Quality (research paper)

Published in the Journal of Data and Information Quality. Special Issue on Web Data Quality, JDIQ, 2016

Sushovan De, Yuheng Hu, Venkata Vamsikrishna Meduri, Yi Chen, Subbarao Kambhampati

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A Game Theoretic Approach to Ad-hoc Coalitions in Human-Robot Societies (workshop paper)

Published in the AAAI Workshop: Multiagent Interaction without Prior Coordination, MIPC, 2016

Tathagata Chakraborti, Venkata Vamsikrishna Meduri, Vivek Dondeti, Subbarao Kambhampati

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Tweeting the Mind and Instagramming the Heart: Exploring Differentiated Content Sharing on Social Media (short paper)

Published in the 10th International AAAI Conference on Web and Social Media, ICWSM, 2016

Lydia Manikonda, Venkata Vamsikrishna Meduri, Subbarao Kambhampati

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A Write-Efficient PCM Aware Sort (research paper)

Published in the 23rd International Conference on Database and Expert Systems Applications, DEXA, 2012

Venkata Vamsikrishna Meduri, Su Zhan, Kian-Lee Tan

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Subquery Plan Reuse based Query Optimization (research paper)

Published in the 17th International Conference on Management of Data, COMAD, 2011

Venkata Vamsikrishna Meduri, Kian-Lee Tan

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