funded projects
Funded
Sophia Witola ReyesUndergraduateBioengineering and Biomedical EngineeringPNI - Personalized Nutrition Initiative
Zihan LiGraduate StudentMSIMNutrition Data Collection and Analysis Tool with Generative AI Integration
Thesis/Independent Study Projects
Independent
Chenhao LiMaster of ScienceElectrical and Computer EngineeringThesis Research: Three-dimensional image reconstruction and inpainting with NLP
Jeff MaGraduate StudentElectrical and Computer EngineeringThesis Research: Smart NIC, FPGA OpenCAPI application acceleration
Maxwell A LindseyMaster of ScienceComputer ScienceThesis Research: Extending uiuc.chat for educational purposes
Nina TrousdaleSenior-Grainger School of EngineeringIndividual Study - CSStructural Integrity Analysis Through ML Crack Segmentation
Pranav KommarajuSeniorElectrical and Computer EngineeringResearch Thesis: Personalized Nutrition project
Shixin ChenMaster of ScienceElectrical and Computer EngineeringThesis Research: RLAIF - working with AICE team
Tingkai LiuGraduate StudentElectrical and Computer EngineeringThesis Research: cloud bursting, RAY with Charm++
Xiyue ZhuGraduate StudentElectrical & Computer EngineeringThesis Research: volumetric multi-region segmentation, DARPA map project
Yifei SongMaster of ScienceElectrical and Computer EngineeringThesis Research: Ray framework for HPC
Yue YuanMaster of ScienceElectrical and Computer EngineeringThesis Research: transformation from MPI tasks to Ray tasks
Ze YangMaster of ScienceElectrical and Computer EngineeringThesis Research: LLM-based framework to enhance the early detection of MFS
Alumni
Alumni
helping with ECE 120 dataset generation
Undergraduate StudentECECloud-based AI service for real-time actionable knowledge extraction from video
Computer Science at PrincetonAI for numerical relativity
Part of team working on ECE 120 dataset generation
Computer ScienceDevelopment of AI-based tools for visual analytics
Electrical & Computer EngineeringAI applications for medicine
UndergraduateElectrical & Computer Engineering at Inter American University of Puerto RicoHuman fall detection project
Electrical and Computer EngineeringIBM Cloud
Electrical & Computer Engineering and Computer Science
PhysicsConvergence of AI and HPC. Deployment and use of distributed training algorithms on HAL, Summit (Oak Ridge National Lab) and Theta (Argonne). Use of these algorithms for cosmology and multi-messenger astrophysics
AI Chatbot
Electrical & Computer EngineeringHyperparameter tuning and its effects on deep learning performance and generalization
Electrical & Computer Engineering and Computer Science
Computer ScienceUsing neural networks to analyze tumors in spectroscopic biopsy tissue; biomedical image segmentation with deep learning
Electrical & Computer EngineeringImplementation of machine learning algorithms on FPGAs
Physics
Computer ScienceDevelopment of AI-based tools for visual analytics
Mathematics and Computer Science
Physics
Electrical and Computer EngineeringFederated Learning
Electrical and Computer Engineeringporting Cancer Center's models to CS-2; on HOLL-I account
PhysicsTheory of deep learning, applications of AI to particle physics
Technical System ManagementObject detection/Classification/Interactive NLG
Electrical & Computer EngineeringGraph nets and Bayesian nets for inference of high-dimensional signal manifolds
Electrical and Computer Engineeringmachine learning on FPGA
Fisk UniversityAI chatbot for personalized nutrition
Electrical and Computer EngineeringDialog systems, Deep learning frameworks
Undergraduate StudentECELLM on HAL-DGX for personalized nutrition
Electrical & Computer Engineering
Electrical & Computer Engineeringdeep model for human action detection
Electrical & Computer EngineeringImplementation of Machine Learning Algorithms on FPGAs
Fisk UniversityAI chatbot for personalized nutrition
Electrical & Computer Engineering
Computer ScienceDistributed and Parallel Machine Learning
Charm++ on the cloud
Computer Science
Computer ScienceNeuromorphic computing
Industrial Engineering3D Reconstruction in Computer Vision; Deep Ocean Seen and Unseen Objects Detection
Computer Science
Improving quality of Einstein Toolkit Binary Black Hole Simulations
Graduate StudentComputer ScienceDOE FAIR
Electrical & Computer EngineeringAccelerating convolution in deep neural networks on FPGAs
Computer Science
Statistics and Computer ScienceDevelopment of AI-based tools for visual analytics (human action recognition)
MathematicsConvergence of AI and HPC. Training and optimization of AI models with applications to astrophysics, spectroscopy and cancer. Development of scalable distributed training algorithms.
Implementing with OpenCAPI framework
Computer ScienceConvergence of AI and HPC. Training and optimization of AI models with applications to astrophysics, spectroscopy and cancer. Development of scalable distributed training algorithms.
Transfer Learning Applications to Sub-Seasonal Machine Learning Models
Computer ScienceDevelopment of AI-based tools for visual analytics
StatisticsNSF REU
Qihang ZhaoElectrical & Computer EngineeringSound synthesis with GANs
Graduate StudentDPI-ANL Research Partnerships Seed Grants - SAGE - Tessum
Computer ScienceAnalysis of digital elevation maps with deep learning
Computer ScienceConvergence of AI and HPC. Training and optimization of AI models with applications to spectroscopy and cancer research. Development of scalable distributed training algorithms.
Rohan MarwahaMaster of Science - MS, Technology ManagementSoftware Directorate / Center for AI Innovation / Research ConsultingUIUC.chat, Cropwizard, Diamond, hpcGPT, Plants of India, ML4Bio
Computer Science
Electrical & Computer EngineeringHuman fall detection project
Undergraduate StudentECEAir Pollution Benchmarking System using deep learning
LawEthical and legal implications arising from of the use of AI
Physics
PhysicsConvergence of multi-scale and multi-physics simulations and AI; ongoing work focuses on accelerating software stacks with neural nets that describe sub-grid physical processes, such as turbulence
Electrical and Computer Engineering3D medical image segmentation
ANL
Electrical and Computer Engineering3D medical image segmentation
Astronomy and Computer Science
Electrical & Computer Engineering
Electrical & Computer EngineeringInterfacing deep learning frameworks with FPGAs
Computer ScienceComputer Science
Computer Science
Physics
ECE Department (Computer Engineering)Computer Vision
MathematicsProduction scale AI pipeline for gravitational wave detection
Electrical and Computer Engineering
Electrical & Computer EngineeringAccelerating convolution in deep neural networks on CAPI-based FPGA
Electrical & Computer Engineering
MathematicsDevelop novel deep learning models to identify gravitational wave sources
AI Chatbot
Electrical and Computer Engineering
Computer Science