Theses/Dissertations from 2023
Integrative analysis of cell-free DNA liquid biopsy data, Irfan Alahi
Deep Learning for Tomographic Image Reconstruction Guided by Generative Models and Image Science, Sayantan Bhadra
Smart Sensing and Clinical Predictions with Wearables: From Physiological Signals to Mental Health, Ruixuan Dai
Injective Mapping under Constraints, Xingyi Du
Dynamic Continuous Distributed Constraint Optimization Problems, Khoi Hoang
An Efficient Task-Parallel Platform for Interactive Applications, Kyle Singer
Models and Algorithms for Real-Time Systems, Abhishek Singh
Integrating Physical Models and Deep Priors for Computational Imaging, Yu Sun
Human-Centered Machine Learning: Algorithm Design and Human Behavior, Wei Tang
Understanding Societal Values of ChatGPT, Yidan Tang
Throughput Optimizations for Irregular Dataflow Streaming Applications on Wide-SIMD Architectures, Stephen William Timcheck
Adversarial Patch Attacks on Deep Reinforcement Learning Algorithms, Peizhen Tong
Honesty Is Not Always the Best Policy: Defending Against Membership Inference Attacks on Genomic Data, Rajagopal Venkatesaramani
Scheduling for High Throughput and Small Latency in Parallel and Distributed Systems, Zhe Wang
Feature Selection from Clinical Surveys Using Semantic Textual Similarity, Benjamin Warner
An Assistive Interface For Displaying Novice's Code History, Ruiwei Xiao
Model-based Deep Learning for Computational Imaging, Xiaojian Xu
Design and Analysis of Strategic Behavior in Networks, Sixie Yu
Geometric Algorithms for Modeling Plant Roots from Images, Dan Zeng
Evaluating the Problem Solving Abilities of ChatGPT, Fankun Zeng
PathFormer: Interpretable and Powerful Graph Transformer for Gene Network Analysis, Qihang Zhao, Zehao Dong, Muhan Zhang, Philip Payne, Michael Province, Carlos Cruchaga, Tianyu Zhao, Yixin Chen, and Fuhai Li
Theses/Dissertations from 2022
A Reconfigurable FPGA Overlay Architecture for Matrix-Matrix Multiplication, Zihao Chen
Smart Sensing and Clinical Predictions with Wearables: From Physiological Signals to Mental Health, Ruixuan Dai
Dynamic Continuous Distributed Constraint Optimization Problems, Khoi Hoang
The Effects of Host-like Environmental Signals and Gene Expression on Capsule Growth in Cryptococcus neoformans, Yu Min Jung
Application of Crowdsourcing and Machine Learning to Predict Sentiments in Textual Student Feedback in Large Computer Science Classes, Robert Kasumba
Measuring the Effectiveness of Light Concentration with the Catoptric Surface, Samatha Kodali
Applying HLS to FPGA Data Preprocessing in the Advanced Particle-astrophysics Telescope, Meagan Konst
Application of Neural Networks to Predict Patient-Specific Cellular Parameters in Computational Cardiac Models, Chang Hi Lee
Scalable Software Infrastructure for the Lab and a Specific Investigation of the Yeast Transcription Factor Eds1, Chase Mateusiak
Design & Analysis of Mixed-mode Integrated Circuit for Pulse-shape Discrimination, Bryan Orabutt
Modeling Metastasis in Breast Cancer Patients Using EHR Data, the Area Deprivation Index (ADI), and Machine Learning Models, Vishesh Patel
Speeding up the quantification of Contrast Sensitivity functions using Multidimensional Bayesian Active Learning, Shohaib Shaffiey
Integrating Physical Models and Deep Priors for Computational Imaging, Yu Sun
Human-Centered Machine Learning: Algorithm Design and Human Behavior, Wei Tang
Scheduling for High Throughput and Small Latency in Parallel and Distributed Systems, Zhe Wang
Model-based Deep Learning for Computational Imaging, Xiaojian Xu
Design and Analysis of Strategic Behavior in Networks, Sixie Yu
Geometric Algorithms for Modeling Plant Roots from Images, Dan Zeng
Theses/Dissertations from 2021
Using Computer Vision to Track Anatomical Structures During Cochlear Implant Surgery, Nicholas Bach
Bayesian Quadrature with Prior Information: Modeling and Policies, Henry Chai
Improving additional adversarial robustness for classification, Michael Guo
Deep learning for automatic microscopy image analysis, Shenghua He
Control Flow Integrity for Real-time Embedded Systems, Yuqian Huo
Control Flow Integrity for Real-time Embedded Systems, Yuqian Huo
Mapping Transcription Factor Networks and Elucidating Their Biological Determinants, Yiming Kang