OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Samuel Madden
Full Professor, EECS, Massachusetts Institute of Technology
Joined
July 2019
Names
Samuel Madden
(Preferred)
,
Samuel R. Madden
,
Sam Madden
Emails
****@csail.mit.edu
(Confirmed)
,
****@cmtelematics.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
LinkedIn
Wikipedia
Career & Education History
Full Professor
EECS,
Massachusetts Institute of Technology
(mit.edu)
2004
–
Present
PhD student
University of California, Berkeley
(berkeley.edu)
1999
–
2003
Advisors, Relations & Conflicts
PhD Advisee
Oscar R Moll
2018
–
2024
Postdoc Advisee
Lei Cao
2018
–
2022
PhD Advisee
Favyen Bastani
2018
–
2021
Postdoc Advisee
Raul Castro Fernandez
2017
–
2020
PhD Advisee
Eugene Wu
2009
–
2014
PhD Advisee
Alvin Cheung
2008
–
2013
PhD Advisee
Daniel Abadi
2004
–
2008
PhD Advisee
Ryan Newton
2004
–
2008
PhD Advisor
Michael Franklin
1999
–
2004
PhD Advisor
Joseph Hellerstein
1999
–
2004
Expertise
Video and Image Search / Querying
2019
–
2024
Database Systems
2004
–
2024
Publications
Dagger: A Data (not code) Debugger
El Kindi Rezig
,
Lei Cao
,
Giovanni Simonini
,
Maxime Schoemans
,
Samuel Madden
,
Mourad OUZZANI
,
Nan Tang
,
Michael Stonebraker
14 Feb 2023
OpenReview Archive Direct Upload
Readers:
Everyone
RoTaR: Efficient Row-Based Table Representation Learning via Teacher-Student Training
Zui Chen
,
Lei Cao
,
Sam Madden
Published: 01 Jan 2023, Last Modified: 15 Jul 2023
CoRR 2023
Readers:
Everyone
Lingua Manga: A Generic Large Language Model Centric System for Data Curation
Zui Chen
,
Lei Cao
,
Sam Madden
Published: 01 Jan 2023, Last Modified: 15 Jul 2023
CoRR 2023
Readers:
Everyone
Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation
Zihui Gu
,
Ju Fan
,
Nan Tang
,
Songyue Zhang
,
Yuxin Zhang
,
Zui Chen
,
Lei Cao
,
Guoliang Li
,
Sam Madden
,
Xiaoyong Du
Published: 01 Jan 2023, Last Modified: 15 Jul 2023
CoRR 2023
Readers:
Everyone
Robust Query Driven Cardinality Estimation under Changing Workloads
Parimarjan Negi
,
Ziniu Wu
,
Andreas Kipf
,
Nesime Tatbul
,
Ryan Marcus
,
Sam Madden
,
Tim Kraska
,
Mohammad Alizadeh
Published: 01 Jan 2023, Last Modified: 25 Aug 2023
Proc. VLDB Endow. 2023
Readers:
Everyone
Extract-Transform-Load for Video Streams
Ferdinand Kossmann
,
Ziniu Wu
,
Eugenie Lai
,
Nesime Tatbul
,
Lei Cao
,
Tim Kraska
,
Sam Madden
Published: 01 Jan 2023, Last Modified: 27 Jan 2024
Proc. VLDB Endow. 2023
Readers:
Everyone
Few-shot Text-to-SQL Translation using Structure and Content Prompt Learning
Zihui Gu
,
Ju Fan
,
Nan Tang
,
Lei Cao
,
Bowen Jia
,
Sam Madden
,
Xiaoyong Du
Published: 01 Jan 2023, Last Modified: 27 Jan 2024
Proc. ACM Manag. Data 2023
Readers:
Everyone
Lingua Manga: A Generic Large Language Model Centric System for Data Curation
Zui Chen
,
Lei Cao
,
Sam Madden
Published: 01 Jan 2023, Last Modified: 27 Jan 2024
Proc. VLDB Endow. 2023
Readers:
Everyone
SEED: Simple, Efficient, and Effective Data Management via Large Language Models
Zui Chen
,
Lei Cao
,
Sam Madden
,
Ju Fan
,
Nan Tang
,
Zihui Gu
,
Zeyuan Shang
,
Chunwei Liu
,
Michael J. Cafarella
,
Tim Kraska
Published: 01 Jan 2023, Last Modified: 27 Jan 2024
CoRR 2023
Readers:
Everyone
Extract-Transform-Load for Video Streams
Ferdinand Kossmann
,
Ziniu Wu
,
Eugenie Lai
,
Nesime Tatbul
,
Lei Cao
,
Tim Kraska
,
Samuel Madden
Published: 01 Jan 2023, Last Modified: 27 Jan 2024
CoRR 2023
Readers:
Everyone
View all 127 publications
Co-Authors
Aaron J. Elmore
Abdulhakim Ali Qahtan
Adam Dziedzic
Adam Marcus
Adam Sah
Aditya G. Parameswaran
Afshin Rostamizadeh
Ahmed K. Elmagarmid
Alana Marzoev
Albert Kim
Alekh Jindal
Alex Beutel
Alex Smola
Alexander Rasin
Alexander Ratner
Alexander S. Szalay
Alexandros G. Dimakis
Alexandros Labrinidis
Alon Y. Halevy
Alvin Cheung
Ameet Talwalkar
Amira Ghenai
Amit Chavan
Amol Deshpande
AnHai Doan
View all 312 co-authors