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Ismail Alkhouri
Researcher, XCP, Los Alamos National Laboratory
Researcher, I2O, DARPA
Joined
May 2021
Names
Ismail Alkhouri
(Preferred)
,
Ismail R. Alkhouri
Emails
****@knights.ucf.edu
(Confirmed)
,
****@umich.edu
(Confirmed)
,
****@msu.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Researcher
XCP,
Los Alamos National Laboratory
(lanl.gov)
2026
–
Present
Researcher
I2O,
DARPA
(darpa.mil)
2025
–
2026
Researcher
EECS,
University of Michigan - Ann Arbor
(umich.edu)
2023
–
2025
Postdoc
CMSE,
Michigan State University
(msu.edu)
2023
–
2024
PhD student
ECE,
University of Central Florida
(ucf.edu)
2018
–
2023
Research Intern
Air Force Research Laboratory
(us.af.mil)
2019
–
2022
Advisors, Relations & Conflicts
Coauthor
Jia Liu
Present
Coauthor
Susmit Jha
2025
–
Present
Postdoc Advisor
Qing Qu
2023
–
Present
Postdoc Advisor
Saiprasad Ravishankar
2023
–
Present
Postdoc Advisor
Rongrong Wang
2023
–
Present
Coauthor
Alvaro Velasquez
2019
–
Present
PhD Advisor
George Atia
2018
–
2023
Expertise
Combinatorial Optimization
,
Diffusion Models
,
Image Reconstruction
,
Deep Image Prior
,
Adversarial Machine Learning
2018
–
Present
Publications
Local Minima in Quadratic-Penalty Relaxations of Binary Linear Programs
Chaoyan Huang
,
Yongliang Sun
,
Cheng-Han Huang
,
Ismail Alkhouri
,
Rongrong Wang
OpenReview Archive Direct Upload
Readers:
Everyone
ForcingDAS: Unified and Robust Data Assimilation via Diffusion Forcing
Yixuan Jia
,
Siyi Chen
,
Yida Pan
,
Xiao Li
,
Lianghe Shi
,
Chanyong Jung
,
Haijie Yuan
,
Ismail Alkhouri
,
Yue Cynthia Wu
,
Saiprasad Ravishankar
,
Jeffrey A Fessler
,
Qing Qu
ICML 2026 FoGen Workshop Poster
Readers:
Everyone
A Scalable Lift-and-Project Differentiable Approach For the Maximum Cut Problem
Ismail Alkhouri
,
Mian Wu
,
CUNXI YU
,
Jia Liu
,
Rongrong Wang
,
Alvaro Velasquez
AISTATS 2026 Poster
Readers:
Everyone
Quadratic Differentiable Optimization for the Maximum Independent Set Problem
Ismail Alkhouri
,
Cedric Le Denmat
,
Yingjie Li
,
Jia Liu
,
Rongrong Wang
,
Alvaro Velasquez
ICML 2025
Readers:
Everyone
UGoDIT: Unsupervised Group Deep Image Prior Via Transferable Weights
Shijun Liang
,
Ismail Alkhouri
,
Siddhant Gautam
,
Qing Qu
,
Saiprasad Ravishankar
NeurIPS 2025 poster
Readers:
Everyone
Differentiable Quadratic Optimization For the Maximum Independent Set Problem
Ismail Alkhouri
,
Cedric Le Denmat
,
Yingjie Li
,
CUNXI YU
,
Jia Liu
,
Rongrong Wang
,
Alvaro Velasquez
ICML 2025 poster
Readers:
Everyone
SITCOM: Step-wise Triple-Consistent Diffusion Sampling For Inverse Problems
Ismail Alkhouri
,
Shijun Liang
,
Cheng-Han Huang
,
Jimmy Dai
,
Qing Qu
,
Saiprasad Ravishankar
,
Rongrong Wang
ICML 2025 poster
Readers:
Everyone
SITCOM: Step-wise Triple-Consistent Diffusion Sampling for Inverse Problems
Ismail Alkhouri
,
Shijun Liang
,
Cheng-Han Huang
,
Jimmy Dai
,
Qing Qu
,
Saiprasad Ravishankar
,
Rongrong Wang
CPAL 2025 (Recent Spotlight Track)
Readers:
Everyone
Image Reconstruction Via Autoencoding Sequential Deep Image Prior
Ismail Alkhouri
,
Shijun Liang
,
Evan Bell
,
Qing Qu
,
Rongrong Wang
,
Saiprasad Ravishankar
CPAL 2025 (Recent Spotlight Track)
Readers:
Everyone
Step-wise Triple-Consistent Diffusion Sampling for Inverse Problems
Ismail Alkhouri
,
Shijun Liang
,
Cheng-Han Huang
,
Jimmy Dai
,
Qing Qu
,
Saiprasad Ravishankar
,
Rongrong Wang
Submitted to ICLR 2025
Readers:
Everyone
View all 12 publications
Co-Authors
Alvaro Velasquez
CUNXI YU
Cedric Le Denmat
Chanyong Jung
Chaoyan Huang
Cheng-Han Huang
Evan Bell
Haijie Yuan
Jeffrey A Fessler
Jia Liu
Jimmy Dai
Lianghe Shi
Mian Wu
Qing Qu
Rongrong Wang
Saiprasad Ravishankar
Shijun Liang
Siddhant Gautam
Siyi Chen
Xiao Li
Xitong Zhang
Yida Pan
Yingjie Li
Yixuan Jia
Yongliang Sun
View all 26 co-authors