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Vlad I Morariu
Senior Research Scientist, Adobe
Joined
November 2019
Names
Vlad I Morariu
(Preferred)
,
Vlad I. Morariu
,
Vlad Morariu
Emails
****@umiacs.umd.edu
(Confirmed)
,
****@umd.edu
(Confirmed)
,
****@adobe.com
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Semantic Scholar
ACL Anthology
Career & Education History
Senior Research Scientist
Adobe
(adobe.com)
2018
–
Present
Assistant Research Scientist
University of Maryland, College Park
(umd.edu)
2015
–
2018
Research Associate
University of Maryland, College Park
(umd.edu)
2010
–
2015
PhD student
University of Maryland, College Park
(umd.edu)
2005
–
2010
Advisors, Relations & Conflicts
Coauthor
Forouzan Fallah
2024
–
2025
Coauthor
Maitreya Patel
2024
–
2025
Coauthor
Agneet Chatterjee
2024
–
2025
Coauthor
Chitta Baral
2024
–
2025
Coauthor
Yezhou Yang
2024
–
2025
Coworker
Samyadeep Basu
2023
–
2025
Coauthor
Soheil Feizi
2023
–
2025
Coworker
Hammad Ayyubi
2024
–
2024
Coworker
Somnath Basu Roy Chowdhury
2024
–
2024
Coworker
Te-Lin Wu
2023
–
2024
Coworker
Puneet Mathur
2021
–
2023
Coworker
Yuexi Chen
2021
–
2023
Coworker
Michelle Yuan
2021
–
2021
Coworker
Zilong Wang
2021
–
2021
Coauthor
Kate Saenko
2020
–
2021
Coworker
Joe Barrow
2019
–
2021
Coworker
Yue Jiang
2020
–
2020
Coworker
Aravind Jembu Rajkumar
2020
–
2020
Coworker
Simeng Sun
2020
–
2020
Coworker
Peizhao Li
2020
–
2020
Coworker
Mike Brodie
2020
–
2020
Coworker
Vitali Petsiuk
2019
–
2020
Coworker
Kai Li
2019
–
2020
Coworker
Aparna Bharati
2019
–
2019
Coworker
Pramuditha Perera
2019
–
2019
Coworker
Fuwen Tan
2019
–
2019
Coworker
Max Ehrlich
2019
–
2019
Coworker
Kamran Ghasedi
2019
–
2019
Coworker
Nishant Sankaran
2018
–
2018
Coauthor
Jin Sun
2016
–
2016
Coauthor
Jonghyun Choi
2016
–
2016
Coauthor
Yaming Wang
2015
–
2016
Coauthor
Varun Nagaraja
2011
–
2016
Coauthor
Bharat Singh
2015
–
2015
Coauthor
Zhe Wu
2015
–
2015
Coauthor
Xintong Han
2015
–
2015
Coauthor
Ang Li
2014
–
2015
Coauthor
Ryan Farrell
2011
–
2015
Coauthor
Rogerio Feris
2011
–
2015
Coauthor
Hyungtae Lee
2011
–
2015
Coauthor
Ang Li
2011
–
2015
Coauthor
Ning Zhang
2011
–
2014
Coauthor
Trevor Darrell
2011
–
2014
Coauthor
Sameh Khamis
2011
–
2014
Coauthor
Behjat Siddiquie
2011
–
2014
Coauthor
Ejaz Ahmed
2011
–
2014
Coauthor
Winston Hsu
2011
–
2014
Coauthor
Om Oza
2011
–
2011
PhD Advisor
Larry Davis
2005
–
2010
Coauthor
Octavia Camps
2006
–
2006
Coauthor
Mario Sznaier
2006
–
2006
Advisor
Octavia Camps
2004
–
2005
Expertise
language and vision
,
deep learning
,
document analysis and understanding
Present
Publications
MiLDEdit: Reasoning-Based Multi-Layer Design Document Editing
Zihao Lin
,
Wanrong Zhu
,
Jiuxiang Gu
,
Jihyung Kil
,
Christopher Tensmeyer
,
Lin ZHANG
,
Shilong Liu
,
Lifu Huang
,
Vlad I Morariu
,
Tong Sun
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Spinning Straw into Gold: Relabeling LLM Agent Trajectories in Hindsight for Successful Demonstrations
Zichao Li
,
Gang Wu
,
Zichao Wang
,
Ruiyi Zhang
,
Wanrong Zhu
,
Ryan A. Rossi
,
Vlad I Morariu
,
Jihyung Kil
ICLR 2026 Poster
Readers:
Everyone
On Mechanistic Circuits for Extractive Question-Answering
Samyadeep Basu
,
Vlad I Morariu
,
Ryan A. Rossi
,
Nanxuan Zhao
,
Zichao Wang
,
Soheil Feizi
,
Varun Manjunatha
COLM 2025
Readers:
Everyone
Understanding and Enhancing Context-Augmented Language Models Through Mechanistic Circuits
Samyadeep Basu
,
Vlad I Morariu
,
Zichao Wang
,
Ryan A. Rossi
,
Nanxuan Zhao
,
Soheil Feizi
,
Varun Manjunatha
Submitted to ICLR 2025
Readers:
Everyone
Agent-DocEdit: Language-Instructed LLM Agent for Content-Rich Document Editing
Te-Lin Wu
,
Rajiv Jain
,
Yufan Zhou
,
Puneet Mathur
,
Vlad I Morariu
COLM
Readers:
Everyone
On Mechanistic Knowledge Localization in Text-to-Image Generative Models
Samyadeep Basu
,
Keivan Rezaei
,
Priyatham Kattakinda
,
Vlad I Morariu
,
Nanxuan Zhao
,
Ryan A. Rossi
,
Varun Manjunatha
,
Soheil Feizi
ICML 2024 Poster
Readers:
Everyone
Localizing and Editing Knowledge In Text-to-Image Generative Models
Samyadeep Basu
,
Nanxuan Zhao
,
Vlad I Morariu
,
Soheil Feizi
,
Varun Manjunatha
ICLR 2024 poster
Readers:
Everyone
A Critical Analysis of Document Out-of-Distribution Detection
Jiuxiang Gu
,
Yifei Ming
,
Yi Zhou
,
Jason Kuen
,
Vlad I Morariu
,
Handong Zhao
,
Ruiyi Zhang
,
Nikolaos Barmpalios
,
Anqi Liu
,
Yixuan Li
,
Tong Sun
,
Ani Nenkova
EMNLP 2023 Findings
Readers:
Everyone
Learning rich features for image manipulation detection
Peng Zhou
,
Xintong Han
,
Vlad I Morariu
,
Larry S. Davis
09 Nov 2022 (modified: 09 Nov 2022)
OpenReview Archive Direct Upload
Readers:
Everyone
A Critical Analysis of Out-of-Distribution Detection for Document Understanding
Jiuxiang Gu
,
Yifei Ming
,
Yi Zhou
,
Jason Kuen
,
Vlad I Morariu
,
Handong Zhao
,
Ruiyi Zhang
,
Nikolaos Barmpalios
,
Anqi Liu
,
Yixuan Li
,
Tong Sun
,
Ani Nenkova
Published: 01 Feb 2023, Last Modified: 13 Feb 2023
Submitted to ICLR 2023
Readers:
Everyone
View all 139 publications
Co-Authors
Abhinav Gupta
Abhinav Shrivastava
Alan C. Schultz
Ang Li
Ani Nenkova
Anqi Liu
Ashutosh Mehra
Ashutosh Morde
Balaji Vasan Srinivasan
Behjat Siddiquie
Benjamin R. Fransen
Bharat Singh
Bor-Chun Chen
Brian L. Price
Ching-Yung Lin
Chris Tensmeyer
Christopher Tensmeyer
Chun-Fu Chen
Curtis Wigington
David Harwood
Dennis Perzanowski
Dong Liu
Douglas W. Oard
Ejaz Ahmed
Eric Martinson
View all 126 co-authors