Paul Suganthan G. C.

19 papers B 1Journal 12Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation.
CoRR
Junru Wu, Le Yan, Zhen Qin, Honglei Zhuang, Paul Suganthan G. C., Tianqi Liu, Zhe Dong, Xuanhui Wang, Harrie Oosterhuis
2022 J jnl
AutoSlicer: Scalable Automated Data Slicing for ML Model Analysis.
CoRR
Zifan Liu, Evan Rosen, Paul Suganthan G. C.
2021 J jnl
Validating Data and Models in Continuous ML Pipelines.
IEEE Data Eng. Bull.
Mike Dreves, Gene Huang, Zhuo Peng, Neoklis Polyzotis, Evan Rosen, Paul Suganthan G. C.
2020 — conf
From Data to Models and Back.
DEEM@SIGMOD
Mike Dreves, Gene Huang, Zhuo Peng, Neoklis Polyzotis, Evan Rosen, Paul Suganthan G. C.
2020 J jnl
Magellan: toward building ecosystems of entity matching solutions.
Commun. ACM
AnHai Doan, Pradap Konda, Paul Suganthan G. C., Yash Govind, Derek Paulsen, Kaushik Chandrasekhar, Philip Martinkus, Matthew Christie
2020 — conf
TensorFlow Data Validation: Data Analysis and Validation in Continuous ML Pipelines.
SIGMOD Conference
Emily Caveness, Paul Suganthan G. C., Zhuo Peng, Neoklis Polyzotis, Sudip Roy, Martin Zinkevich
2019 — conf
Entity Matching Meets Data Science: A Progress Report from the Magellan Project.
SIGMOD Conference
Yash Govind, Pradap Konda, Paul Suganthan G. C., Philip Martinkus, Palaniappan Nagarajan, Han Li, Aravind Soundararajan, Sidharth Mudgal, Jeffrey R. Ballard, Haojun Zhang, Adel Ardalan, Sanjib Das, Derek Paulsen, Amanpreet Singh Saini, Erik Paulson, Youngchoon Park, Marshall Carter, Mingju Sun, Glenn Moo Fung, AnHai Doan
2018 J jnl
CloudMatcher: A Hands-Off Cloud/Crowd Service for Entity Matching.
Proc. VLDB Endow.
Yash Govind, Erik Paulson, Palaniappan Nagarajan, Paul Suganthan G. C., AnHai Doan, Youngchoon Park, Glenn Fung, Devin Conathan, Marshall Carter, Mingju Sun
2018 B conf
MatchCatcher: A Debugger for Blocking in Entity Matching.
EDBT
Han Li, Pradap Konda, Paul Suganthan G. C., AnHai Doan, Benjamin Snyder, Youngchoon Park, Ganesh Krishnan, Rohit Deep, Vijay Raghavendra
2018 J jnl
Smurf: Self-Service String Matching Using Random Forests.
Proc. VLDB Endow.
Paul Suganthan G. C., Adel Ardalan, AnHai Doan, Aditya Akella
2018 J jnl
Technical Perspective: : Toward Building Entity Matching Management Systems.
SIGMOD Rec.
Pradap Konda, Sanjib Das, Paul Suganthan G. C., Philip Martinkus, Adel Ardalan, Jeffrey R. Ballard, Yash Govind, Han Li, Fatemah Panahi, Haojun Zhang, Jeffrey F. Naughton, Shishir Prasad, Ganesh Krishnan, Rohit Deep, Vijay Raghavendra
2018 J jnl
Toward a System Building Agenda for Data Integration (and Data Science).
IEEE Data Eng. Bull.
AnHai Doan, Pradap Konda, Paul Suganthan G. C., Adel Ardalan, Jeffrey R. Ballard, Sanjib Das, Yash Govind, Han Li, Philip Martinkus, Sidharth Mudgal, Erik Paulson, Haojun Zhang
2017 — conf
Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services.
SIGMOD Conference
Sanjib Das, Paul Suganthan G. C., AnHai Doan, Jeffrey F. Naughton, Ganesh Krishnan, Rohit Deep, Esteban Arcaute, Vijay Raghavendra, Youngchoon Park
2017 — conf
Human-in-the-Loop Challenges for Entity Matching: A Midterm Report.
HILDA@SIGMOD
AnHai Doan, Adel Ardalan, Jeffrey R. Ballard, Sanjib Das, Yash Govind, Pradap Konda, Han Li, Sidharth Mudgal, Erik Paulson, Paul Suganthan G. C., Haojun Zhang
2017 J jnl
Toward a System Building Agenda for Data Integration.
CoRR
AnHai Doan, Adel Ardalan, Jeffrey R. Ballard, Sanjib Das, Yash Govind, Pradap Konda, Han Li, Erik Paulson, Paul Suganthan G. C., Haojun Zhang
2016 J jnl
Magellan: Toward Building Entity Matching Management Systems over Data Science Stacks.
Proc. VLDB Endow.
Pradap Konda, Sanjib Das, Paul Suganthan G. C., AnHai Doan, Adel Ardalan, Jeffrey R. Ballard, Han Li, Fatemah Panahi, Haojun Zhang, Jeffrey F. Naughton, Shishir Prasad, Ganesh Krishnan, Rohit Deep, Vijay Raghavendra
2016 J jnl
Magellan: Toward Building Entity Matching Management Systems.
Proc. VLDB Endow.
Pradap Konda, Sanjib Das, Paul Suganthan G. C., AnHai Doan, Adel Ardalan, Jeffrey R. Ballard, Han Li, Fatemah Panahi, Haojun Zhang, Jeffrey F. Naughton, Shishir Prasad, Ganesh Krishnan, Rohit Deep, Vijay Raghavendra
2015 — conf
Why Big Data Industrial Systems Need Rules and What We Can Do About It.
SIGMOD Conference
Paul Suganthan G. C., Chong Sun, Krishna Gayatri K., Haojun Zhang, Frank Yang, Narasimhan Rampalli, Shishir Prasad, Esteban Arcaute, Ganesh Krishnan, Rohit Deep, Vijay Raghavendra, AnHai Doan
2013 J jnl
Social Media Analytics: The Kosmix Story.
IEEE Data Eng. Bull.
Xiaoyong Chai, Omkar Deshpande, Nikesh Garera, Rohit Kumar, Wang Lam, Digvijay S. Lamba, Lu Liu, Mitul Tiwari, Michel Tourn, Zoheb Vacheri, STS Prasad, Sri Subramaniam, Venky Harinarayan, Anand Rajaraman, Adel Ardalan, Sanjib Das, Paul Suganthan G. C., AnHai Doan