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Rosanne Liu
Researcher, Google DeepMind
Researcher, ML Collective
Joined
November 2017
Names
Rosanne Liu
(Preferred)
,
Ruoqian Liu
Emails
****@gmail.com
(Confirmed)
,
****@uber.com
(Confirmed)
,
****@google.com
(Confirmed)
,
****@mlcollective.org
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Researcher
Google DeepMind
(google.com)
2021
–
Present
Researcher
ML Collective
(mlcollective.org)
2020
–
Present
Research Scientist
Uber AI Labs
(uber.com)
2016
–
2020
PhD student
Northwestern University
(northwestern.edu)
2012
–
2016
MS student
University of Michigan
(umich.edu)
2007
–
2009
Undergrad student
Fudan University
(fudan.edu)
2003
–
2007
Advisors, Relations & Conflicts
Coworker
Jason Yosinski
2016
–
2020
PhD Advisor
Alok Choudhary
2012
–
2016
Expertise
deep learning
2015
–
Present
machine learning
2008
–
Present
Publications
Improve Mathematical Reasoning in Language Models with Automated Process Supervision
Liangchen Luo
,
Yinxiao Liu
,
Rosanne Liu
,
Samrat Phatale
,
Meiqi Guo
,
Harsh Lara
,
Yunxuan Li
,
Lei Shu
,
Lei Meng
,
Jiao Sun
,
Abhinav Rastogi
Submitted to ICLR 2025
Readers:
Everyone
Training Language Models on the Knowledge Graph: Insights on Hallucinations and Their Detectability
Jiri Hron
,
Laura A Culp
,
Gamaleldin Fathy Elsayed
,
Rosanne Liu
,
Jasper Snoek
,
Simon Kornblith
,
Alex Rizkowsky
,
Isabelle Simpson
,
Jascha Sohl-Dickstein
,
Noah Fiedel
,
Aaron T Parisi
,
Alexander A Alemi
,
Azade Nova
,
Ben Adlam
,
Bernd Bohnet
,
Gaurav Mishra
,
Hanie Sedghi
,
Izzeddin Gur
,
Jaehoon Lee
,
John D Co-Reyes
et al. (11 additional authors not shown)
COLM
Readers:
Everyone
Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models
Avi Singh
,
John D Co-Reyes
,
Rishabh Agarwal
,
Ankesh Anand
,
Piyush Patil
,
Xavier Garcia
,
Peter J Liu
,
James Harrison
,
Jaehoon Lee
,
Kelvin Xu
,
Aaron T Parisi
,
Abhishek Kumar
,
Alexander A Alemi
,
Alex Rizkowsky
,
Azade Nova
,
Ben Adlam
,
Bernd Bohnet
,
Gamaleldin Fathy Elsayed
,
Hanie Sedghi
,
Igor Mordatch
et al. (20 additional authors not shown)
Accepted by TMLR
Readers:
Everyone
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Aarohi Srivastava
,
Abhinav Rastogi
,
Abhishek Rao
,
Abu Awal Md Shoeb
,
Abubakar Abid
,
Adam Fisch
,
Adam R. Brown
,
Adam Santoro
,
Aditya Gupta
,
Adrià Garriga-Alonso
,
Agnieszka Kluska
,
Aitor Lewkowycz
,
Akshat Agarwal
,
Alethea Power
,
Alex Ray
,
Alex Warstadt
,
Alexander W. Kocurek
,
Ali Safaya
,
Ali Tazarv
,
Alice Xiang
et al. (430 additional authors not shown)
Accepted by TMLR
Readers:
Everyone
Extremely Simple Activation Shaping for Out-of-Distribution Detection
Andrija Djurisic
,
Nebojsa Bozanic
,
Arjun Ashok
,
Rosanne Liu
Published: 01 Feb 2023, Last Modified: 14 Jan 2026
ICLR 2023 poster
Readers:
Everyone
What does a platypus look like? Generating customized prompts for zero-shot image classification
Sarah M Pratt
,
Rosanne Liu
,
Ali Farhadi
Published: 01 Feb 2023, Last Modified: 14 Jan 2026
Submitted to ICLR 2023
Readers:
Everyone
When less is more: Simplifying inputs aids neural network understanding
Robin Tibor Schirrmeister
,
Rosanne Liu
,
Sara Hooker
,
Tonio Ball
2022 (modified: 30 Mar 2022)
CoRR 2022
Readers:
Everyone
Exploring unfairness in Integrated Gradients based attribution methods
David Drakard
,
Rosanne Liu
,
Jason Yosinski
Published: 28 Jan 2022, Last Modified: 13 Feb 2023
ICLR 2022 Submitted
Readers:
Everyone
When less is more: Simplifying inputs aids neural network understanding
Robin Tibor Schirrmeister
,
Rosanne Liu
,
Sara Hooker
,
Tonio Ball
Published: 28 Jan 2022, Last Modified: 12 Oct 2025
ICLR 2022 Submitted
Readers:
Everyone
Natural Adversarial Objects
Felix Lau
,
Sasha Harrison
,
Nishant Subramani
,
Aerin Kim
,
Elliot Branson
,
Rosanne Liu
07 Jun 2021 (modified: 24 May 2023)
Submitted to NeurIPS 2021 Datasets and Benchmarks Track (Round 1)
Readers:
Everyone
View all 42 publications
Co-Authors
Aarohi Srivastava
Aaron T Parisi
Abhinav Rastogi
Abhishek Kumar
Abhishek Rao
Abu Awal Md Shoeb
Abubakar Abid
Adam Fisch
Adam R. Brown
Adam Santoro
Aditya Gupta
Adrien Ecoffet
Adrià Garriga-Alonso
Aerin Kim
Agnieszka Kluska
Aitor Lewkowycz
Akshat Agarwal
Alethea Power
Alex Ray
Alex Rizkowsky
Alex Sergeev
Alex Warstadt
Alexander A Alemi
Alexander W. Kocurek
Ali Farhadi
View all 560 co-authors