Ravi Iyer
Professor
Studies dependable and secure computing and AI for health, including machine learning on genomic and clinical data.
Ravi Iyer's lab at UIUC works on medical imaging & healthcare AI and genomics & computational biology. 22 papers since 2023, 1 at top venues, mostly NeurIPS. 8 PhD students and 1 master's student. 22 alumni, most often to Microsoft and NVIDIA. Applications close .
At a glance
- papers, 2023–2026
- 6/ year
- at T1 venues
- 5%
- PhD students
- 8
- MS students
- 1
- alumni listed
- 22
Papers by yearfrom the lab homepage, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 2 papers2025 · T1 0
- 7 papers2024 · T1 0
- 13 papers2023 · T1 1
T1 venuesOtherVenues: NeurIPS
Research focuspaper titles that use each topic's words
- Medical imaging & healthcare AI0 papers
- Genomics & computational biology0 papers
- clinical data0 papers
- genomic0 papers
- secure0 papers
Paper list
From the lab homepage.
20252 papers
- Frontiers in Computer Science 7: 1520903Dependable Classical-Quantum Computing Systems Engineering
- ACM International Conference on Supercomputing.Page Migration for Hardware Memory Disaggregation Across a Network
20247 papers
- Proceedings of Machine Learning and Systems 6. ; :524-544FLASH: Fast model adaptation in ML-centric cloud platforms
- Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) (pp. 142-155). IEEEiPrism: Characterize and Mitigate Risk by Quantifying Change in Escape Routes
- IEEE International Conference on Quantum Computing and Engineering (QCE) (Vol.Post-quantum cryptography (pqc) network instrument: Measuring pqc adoption rates and identifying migration pathways
- USENIX Annual Technical Conference. ; :75-93Power-aware Deep Learning Model Serving with µ-Serve
- International Conference on Architectural Support for Programming Languages and Operating Systems. AprilQueue Management for Large Language Model Serving
- USENIX Security Symposium (USENIX Security 24)True attacks, attack attempts, or benign triggers? an empirical measurement of network alerts in a security operations center
- Annual IEEE/IFIP International Conference on Dependable Systems and Networks-Supplemental Volume (DSN-S) (pp. 17-22). IEEEWhen green computing meets performance and resilience SLOs
202313 papers
- International IEEE/EMBS Conference on Neural Engineering. April; :1-4A transfer learning-based model for individualized clustered seizure prediction using intracranial EEG
- ATCAWARE: Automate Workload Autoscaling with Reinforcement Learning in Production Cloud Systems
- Proceedings of the ACM/IEEE International Conference on Cyber-Physical Systems. May; :239-240Effects of Learning-Based Action-Space Attacks on Autonomous Driving Agents
- IEEE Trans Nanobioscience. Oct;22(4):818-827. doi: 10.1109/TNB. .3275037. Epub Oct 3. PubMed PMID: 37163411; PubMed Central PMCID: PMC10702269Individualized Seizure Cluster Prediction Using Machine Learning and Chronic Ambulatory Intracranial EEG
- NeurIPS (T1)Multi-agent meta-reinforcement learning: Sharper convergence rates with task similarity
- ML for Systems Workshop @NeurIPSOn the Promise and Challenges of Foundation Models for Learningbased Cloud Systems Management
- ML for Systems Workshop @NeurIPSPARM: Adaptive Resource Allocation for Datacenter Power Capping
- BMC gastroenterology 23.1 : 1-13Predicting cholangiocarcinoma in primary sclerosing cholangitis: using artificial intelligence, clinical and laboratory data
- IEEE International Symposium on Workload Characterization.Quantization for Bayesian Deep Learning: Low-Precision Characterization and Robustness
- Machine Learning for Health (ML4H).REMEDI: REinforcement learning-driven adaptive MEtabolism modeling of primary sclerosing cholangitis DIsease progression
- Proceedings of the International Conference on Cyber Security and Resilience (IEEE CSR).stealthML: Data-driven Malware for Stealthy Data Exfiltration
- Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops. ; :76-83Susceptibility of Autonomous Driving Agents to Learning-Based Action-Space Attacks
Where alumni went22 listed, 50% to industry
Industry 8Academia 8
Most often to
- Microsoft
- NVIDIA
- Apple
Also to
- Lawrence Livermore National Laboratory
- Mayo Clinic College of Medicine & Science
- MIT
Apply to UIUCFall 2027
UIUC Siebel Computer Science PhD
- Round
- Single round
- Opens
- —
- GRE
- optional
- English
- TOEFL iBT / IELTS
- Fee
- USD 90
Not yet confirmed for this intake.
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- Members
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- Alumni
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