Scholar
Ismini Lourentzou
Google Scholar ID: CjxQvikAAAAJ
Assistant Professor, University of Illinois Urbana - Champaign
Machine Learning
Natural Language Processing
Computer Vision
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Citations & Impact
All-time
Citations
1,545
H-index
21
i10-index
31
Publications
20
Co-authors
12
list available
Contact
Email
lourent2@illinois.edu
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Publications
26 items
Phantom: Physics-Infused Video Generation via Joint Modeling of Visual and Latent Physical Dynamics
2026
Cited
0
RewardFlow: Generate Images by Optimizing What You Reward
2026
Cited
0
VTAM: Video-Tactile-Action Models for Complex Physical Interaction Beyond VLAs
2026
Cited
0
EgoForge: Goal-Directed Egocentric World Simulator
2026
Cited
0
DreamPartGen: Semantically Grounded Part-Level 3D Generation via Collaborative Latent Denoising
2026
Cited
0
GazeXPErT: An Expert Eye-tracking Dataset for Interpretable and Explainable AI in Oncologic FDG-PET/CT Scans
2026
Cited
0
Best of Both Worlds: Multimodal Reasoning and Generation via Unified Discrete Flow Matching
2026
Cited
0
FASA: Frequency-aware Sparse Attention
2026
Cited
1
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Resume (English only)
Academic Achievements
Published 'CALICO: Part-Focused Semantic Co-Segmentation with Large Vision-Language Models' at CVPR'25
Published 'ELBA: Learning by Asking for Embodied Visual Navigation and Task Completion' at WACV'25
Area Chair (AC) for CVPR’26 and AISTATS’26; Resources Track Co-Chair for JCDL’25
AC for ECCV’24 and MICCAI’24; Associate PC Co-Chair for ACM PETRA’24
Workshop Co-Chair for NeurIPS 2023
Best Vice Co-Chair Award at IEEE BigData 2023
VT COE 2023 Dean's Award for Outstanding New Assistant Professor
Listed in Spring 2025 'Teachers Ranked as Excellent by Their Students'
Purpcorn-PLAN team won Defending Team Champion of Amazon Nova AI Challenge (2025)
Received research gifts from Google and funding from DoD, DoE, and DARPA
Named Outstanding 2025 Summer NCSA SPIN Mentor
Co-authors
12 total
ChengXiang Zhai
University of Illinois at Urbana-Champaign
Leo Anthony Celi
Massachusetts Institute of Technology
Co-author 3
Co-author 4
Daniel Gruhl
Google
Satyananda Kashyap
IBM Research
Anna Lisa Gentile
IBM Research
Co-author 8
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