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Author:

Li, Peixuan

Title:

Towards Practical Information Flow Security

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Information Flow
Dependent Label Inference
Dynamic Policy

File:

Download main.pdf

Committee Members:

Trent Jaeger, Major Field Member
G. Tan, Major Field Member
Danfeng Zhang, Chair & Dissertation Advisor
Dinghao Wu, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

Author:

Li, Xiang

Title:

Bridging Paired-end RNA-seq reads

Graduate Program:

Computer Science and Engineering

Keywords:

RNA-seq
transcript assembly
de Bruijn graph

File:

Download Final.pdf

Committee Members:

Mingfu Shao, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Paul Medvedev, Committee Member

Author:

Li, Junde

Title:

Machine Learning and Optimization Applications on Near-term Quantum Computers

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Machine Learning
Quantum Computing
Computer Vision
Optimization
Variational Quantum Algorithms
Generative Models
Quantum Computation Advantages

File:

Download phd_dissertation_junde.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Swaroop Ghosh, Chair & Dissertation Advisor
Mehrdad Mahdavi, Major Field Member
Nikolay Dokholyan, Outside Unit & Field Member
Chunhao Wang, Major Field Member

Author:

Li, Zheyu

Title:

Accelerating Data-intensive Bioinformatic Workloads

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Bioinformatic
Genome sequencing
FPGA
In-memory computing
Whole Silde Imaging
Max Cut
Nanopore Sequencing
Sorting

File:

Login to Download

Committee Members:

Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Abhronil Sengupta, Major Field Member
John Sampson, Major Field Member
Santhosh Girirajan, Outside Unit & Field Member

Author:

Li, Zhaohui

Title:

Automated and Semi-Automated Assessment of STEM Reasoning Questions

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Automated Assessment
Machine Learning
Selective PredictionHuman-in-the-Loop
NLP
Education
Relation Networks
Contrastive Learning
Human-in-the-Loop
Selective Prediction

File:

Download ZhaohuiLI_thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Dongwon Lee, Outside Unit & Field Member
Huijuan Xu, Major Field Member
Rui Zhang, Major Field Member
Rebecca Passonneau, Chair & Dissertation Advisor