Ravi Iyer

Full Professor, Electrical and Computer Engineering, University of Illinois

Joined

July 2019

Names

Ravi Iyer (Preferred)

Emails

****@illinois.edu (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Full Professor

Electrical and Computer Engineering, University of Illinois (illinois.edu)

1989 – Present

Advisors, Relations & Conflicts

PhD Advisee

Mosbah Aouad

2021 – Present

Expertise

data analyrics

2005 – Present

Artificial Intelligence

2005 – Present

AI and Systems

2005 – Present

Publications

RACR-MIL: Rank-aware contextual reasoning for weakly supervised grading of squamous cell carcinoma using whole slide images
Anirudh Choudhary, Mosbah Aouad, Krishnakant V. Saboo, Angelina Susie Hwang, Jacob Kechter, Blake Bordeaux, Puneet Bhullar, David DiCaudo, Steven Nelson, Nneka Comfere, Emma Johnson, Olayemi Sokumbi, Jason Sluzevich, Leah Swanson, Dennis Murphree, Aaron Mangold, Ravi Iyer
- OpenReview Archive Direct Upload
- Readers: Everyone
Early Detection of Pancreatic Cancer Using Multimodal Learning on Electronic Health Records
Mosbah Aouad, Anirudh Choudhary, Awais Farooq, Steven W Nevers, Lusine Demirkhanyan, Bhrandon Harris, Suguna Pappu, CHRISTOPHER S GONDI, Ravi Iyer
- MLHC 2025
- Readers: Everyone
State space modeling of multidien cyclical progression of epilepsy
Krishnakant V. Saboo, Yurui Cao, Vaclav Kremen, Suguna Pappu, Philippa J Karoly, Dean Freestone, Mark J Cook, Gregory A. Worrell, Ravi Iyer
- Proceedings of the 4th Machine Learning for Health Symposium, PMLR 259:861-885, 2025.
- Readers: Everyone
Mem-Rec: Memory Efficient Recommendation System using Alternative Representation
Gopi Krishna Jha, Anthony Hitchcock Thomas, Nilesh Jain, Tajana Rosing, Sameh Gobriel, Ravi Iyer
- ACML Asian Conference on Machine Learning 2023
- Readers: Everyone
Individualized seizure cluster prediction using machine learning and ambulatory intracranial EEG
Krishnakant V. Saboo, Yurui Cao, Vaclav Kremen, Vladimir Sladky, Nicholas M. Gregg, Paul Arnold, Philippa J Karoly, Dean R. Freestone, Mark J. Cook, Gregory A. Worrell, Ravi Iyer
- 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
- Readers: Everyone
A Transfer Learning-based Model for Individualized Clustered Seizure Prediction Using Intracranial EEG
Yurui Cao, Krishnakant V. Saboo, Vaclav Kremen, Vladimir Sladky, Nicholas M. Gregg, Paul Arnold, Suguna Pappu, Philippa J Karoly, Dean R. Freestone, Mark J. Cook, Gregory A. Worrell, Ravi Iyer
- 2023 11th International IEEE/EMBS Conference on Neural Engineering (NER)
- Readers: Everyone
Individualized Seizure Cluster Prediction Using Machine Learning and Chronic Ambulatory Intracranial EEG
Krishnakant V. Saboo, Yurui Cao, Vaclav Kremen, Vladimir Sladky, Nicholas M. Gregg, Paul Arnold, Philippa J Karoly, Dean R. Freestone, Mark J. Cook, Gregory A. Worrell, Ravi Iyer
- IEEE Transactions on NanoBioscience
- Readers: Everyone
Predicting ICU Admissions for Hospitalized COVID-19 Patients with a Factor Graph-based Model
Yurui Cao, Phuong Cao, Haotian Chen, Karl Kochendorfer, Andrew Trotter, William Galanter, Paul Arnold, Ravi Iyer
- Multimodal AI in healthcare: A paradigm shift in health intelligence
- Readers: Everyone
Multi-Agent Meta-Reinforcement Learning: Sharper Convergence Rates with Task Similarity
Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Ravi Iyer, Tamer Basar
- NeurIPS 2023 poster
- Readers: Everyone
A Mean-Field Game Approach to Cloud Resource Management with Function Approximation
Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Ravi Iyer, Tamer Basar
- Published: 31 Oct 2022, Last Modified: 17 Dec 2022
- NeurIPS 2022 Accept
- Readers: Everyone

View all 12 publications

Co-Authors

View all 55 co-authors