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Student Publications and Theses 

Computer science students are involved in active research, both through senior thesis and through other undergraduate research opportunities. In both cases students often publish this work in prestigious academic venues.  Below is a list of recent thesis and published work.

• Student publications
• Student theses

Past theses are available in the Reed library stacks, and some are . Seniors: visit the Resources page for typesetting help, including the thesis template.

Recent Student Publications

•  Eitan Frachtenberg and Rhody Kaner. PLOS ONE 2022.
  
  
•  Josh Yamamoto and Eitan Frachtenberg. Publications 2022.
  
  
•   Eitan Frachtenberg and Rhody Kaner.  The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC) 2021.
  
  
•  Hrishee Shastri and Eitan Frachtenberg. PeerJ Computer Science 7:e561 2021.
  
  
•   Hrishee Shastri and Eitan Frachtenberg. In IEEE Symposium on Foundations of Computational Intelligence (FOCI) 2021.
  
  
•  Eitan Frachtenberg and Noah Koster. PeerJ Computer Science 6:e299 2020.
  
  

•  Simon Couch, Zeki Kazan, Kaiyan Shi, and Andrew Bray, and Adam Groce. Conference on Computer and Communications Security (CCS) 2019.

• , Benjamin Morrison and Adam Groce.  Information Processing Letters 2019.

• , Marika Swanberg, Ira Globus-Harris, Iris Griffith,  Anna Ritz, Adam Groce and Andrew Bray. Privacy Enhancing Technologies Symposium (PETS) 2019.

•  Nicholas Franzese, Adam Groce, T. M. Murali, and Anna Ritz. Great Lakes Bioinformatics Conference (GLBIO) 2019.

• , Zachary Campbell, Andrew Bray, Anna Ritz, and Adam Groce. International Conference on Data Intelligence and Security (ICDIS) 2018.

• Poster: CancerLinker: Integrating Gene Expression For Pathway Analysis, Sol Taylor-Brill, Kathy Thompson, and Anna Ritz. Murdock College Science Research Conference 2018 

• Poster: Controllability of Functional Classes in the Genetic Regulatory Network of E. Coli, Ananthan Nambiar. SIAM Annual Meeting 2018.

• , Joshua Gancher, Adam Groce, and Alex Ledger.  Privacy Enhancing Technologies Symposium (PETS) 2017.

• Poster: Modeling Cell Signaling Networks with Prize-Collecting Subhypernetworks, Barney Potter, Jim Fix, and Anna Ritz. ACM Bioinformatics, Computational Biology, and Health Informatics (ACM-BCB) 2016.

• , Adam Groce, Alex Ledger, Alex J. Malozemoff and Arkady Yerukhimovich.  Preprint 2016.

Recent Theses 

This list includes math majors advised by computer science professors, especially in years when the computer science major did not yet exist.

2023-24

Sebastian Andrada Ottonello (Computer Science)
Hands-On Experience: A Pedagogical RISC-V Simulator

Kush Arya (Computer Science-Mathematics)
Verifying Arithmetic Incompleteness

Taylor Blair (Computer Science)
Topological Data Analysis for Cache Prediction

Niels Christoffersen (Computer Science)
Using Machine Learning to Predict Reading Comprehension Based on Demographic Factors

Madison Garofolo (Computer Science)
Testing for Fairness: A Different Condition for Consensus Algorithms

Aliya Ghassaei (Computer Science)
Leveraging Comparative Graph Theory to Model Gene Co-expression Data

Alan Jessup (Computer Science)
A Continued Inquiry into Granularity-Change Cache Simulation

April Kopec (Computer Science-Mathematics)
Scaling Explainable Artificial Intelligence Filtering and Approximations for Influence Functions for Large Language Models

Yancheng Liu (Computer Science-Mathematics)
Suboptimal Multi-Heuristic Approaches for Solving the Rubik’s Cube Incorporating Deep Learning and Group Theory

Carter Luck (Computer Science)
Mixed Signals: A Game-Based Analysis of the Signal Protocol in the Presence of Active Adversaries

Ethan McDonald (Computer Science-Mathematics)
Exploring Memory Tiering Policies for Composable Memory Systems

Genevieve Moore (Computer Science)
Machine Learning Models to Measure Comprehension Using Readability Metrics

Serafima Nerush (Computer Science)
Parameter-Pack Iteration in Swift

Gifford Quinn (Computer Science)
Analyzing the Impact of Userspace Bypass on the Performance of the Spectre Attack

Riley Shahar (Computer Science-Mathematics)
Categories for Cryptographic Composability

Joshua Spieth (Computer Science)
Prevention of Metadata Leakage in Augmented Secret Sharing

Thomas Ulmer (Computer Science-Mathematics)
Symbolic Analysis on C Binaries

Yuheng Wen (Computer Science-Mathematics)
An Efficient Privacy-Preserving Satellites Collision Detection Method: Applying Private Set Intersection Using Garbled Circuit

Elijah Wheelock (Computer Science)
A Survey of Superoptimizers

Louise Xu (Computer Science-Mathematics)
Privacy Paradox: Regularized Neural Networks and Distributional Differential Privacy

Austin Zeng (Computer Science)
Testing Language Models for Code Vulnerability and Exploring Unlearning Algorithms as a Countermeasure

2022-23

Aadit Bagdi (Computer Science)
Ctional Programming, Or How the “Fun” got taken out of Functional Programming: An examination of Haskell as a tool for interactive web applications

Zach Barbanell (Computer Science-Mathematics)
Optimizing Gadgets for Fully Homomorphic Encryption

Perry Chan (Computer Science)
Session Typing and Checking Using State Minimization

Caden Corontzos (Computer Science)
Optimizing Lempel-Ziv-Welch for DNA Compression

Connor Deiparine (Computer Science)
Playlist For A Traveling Salesman

Ilana Frey-Kim (Computer Science-Mathematics)
Simplicial Homology Computation Using Discrete Morse Theory

Roscoe Haynie (Computer Science-Mathematics)
A Zero-Knowledge Proof for Norinori

Finn Hill (Computer Science)
An expansion of Miss Ratio Curves

Jacob Hoopes (Computer Science)
The L-Systems Explorer: An Introduction to Generative Art

Will Howes (Computer Science)
Nintendo Entertainment System Emulation in Rust

Josephine Kessler (Computer Science)
Harmonies Bound in Markov Chains

Aria Killebrew Bruehl (Computer Science)
A Parameterized Approach for Hedcut Rendering

Becca Luff (Computer Science)
Human Understanding of Fairness Definitions

Bryant Morrell (Computer Science)
Towards Analysis of Parallel Caching with Variable Size Items

Keith Ng (Computer Science-Mathematics)
Building To The Third Story: An AI To Play Santorini

Harrison Nicholls (Computer Science)
Formal Verification of Key Exchange Protocol Security with Tamarin Prover

Emily Osborne (Computer Science)
Orals scheduling

John Poole (Computer Science)
E-cology: simulating cancer with evolutionary and ecological dynamics

Ryan Quisenberry (Computer Science
Multithreaded Prefix-Free Parsing for Multi-Genome Index Construction

Iwan Richards (Computer Science)
Fluid Modeling in Computer Graphics with the Moving Least Squares-Material Point Model

Eliot Tarlov (Computer Science)
The Quantum Approximate Optimization Algorithm and its Application to Clustering

Rohan Walia (Computer Science)
Javascript Score Following

Alex White (Computer Science)
Making a Simple GPU

Larry Zeng (Computer Science-Mathematics)
Exploring Noninterference in Programming Languages: A Study of Simple Dependency Core Calculus and Logical Relations

Daniel Zou (Computer Science-Mathematics)
Differentially Private Weighted Linear Regression

2021-22

Emmanuel Arthur (Computer Science-Mathematics)
The stable roommates problem with globally-ranked pairs

Cruz Barnum (Computer Science-Mathematics)
Indistinguishability obfuscation from the ground up

Peter Cherepanov (Computer Science)
An Expanded and Updated Review of Halftoning Techniques

Maxx Curtis (Computer Science)
Simulating the Granularity-Change Caching Problem

Caroline Fanelli (Computer Science-Art)
Ago : empathy, simulation and princesses

Ariel Flaster (Computer Science)
Scheduling MapReduce on a Heterogeneous Architecture

Rylie Foster (Computer Science-Mathematics)
An introduction to data-driven modal analysis

Prasun Ghosh (Computer Science)
Investigating Writeback Aware Landlord

Benjamin Hunter (Computer Science)
Parallel Delaunay triangulations under the divide-and-conquer model

Safiyy Kanjiyani (Computer Science)
Recognition and Translation of Timbre in Monophonic Audio

Josh Klein Valente (Computer Science-Mathematics)
An Introduction to Elliptic Curves and Applications in Cryptography

Tunç Başar Köse (Computer Science-Mathematics)
Approximate Message Passing for Principal Component Analysis : Theory and Practice

Jay Kruer (Computer Science-Mathematics)
The Way of Glue: An Invitation to the Categorical Semantics of Lambda Calculi

Arthur Lawson (Computer Science)
Ain't Nothin But a G-trie 

Henry Lindeman (Computer Science-Mathematics)
Normal Attention: A Novel Self-Attention Linearization Strategy For Abstractive Summarization of Long Documents

Luka Morgan (Computer Science)
Tetris x Scrabble : Combining Two Classic Games and Getting a Computer To Play It

Alex Richter (Computer Science)
Instacloak : A Friendly Guide ÃÛÌÒÉç Adding Noise to Preserve Some Anonymity Online

Daksh Shami (Computer Science-Mathematics)
Exploration of the Hidden Subgroup Problem

Jakob Shimer (Computer Science-Mathematics)
CNF Reduction in Weighted Model Counting

Stella Trout (Computer Science)
A Guessing Game: Text Compression With Natural Language Models

Charlotte Walker-Kahn (Computer Science)
Investigating Fairness Definitions For Risk Classification Algorithms

2020-21

Reilly Cannon (Computer Science-Mathematics)
Differential Privacy: the Gap Statistic and the Mapper Algorithm

Zhengyao Gu (Computer Science-Mathematics)
Selective Prediction: Training and Evaluation Methods

Casey Harris (Computer Science)
Don’t Look Down: Interpreting Visual Information Using Celeste

Hannah Hellerstein (Computer Science)
Where’s My Proton Pack?: Defending Against Spectre Variant 1

David Herrero Quevedo (Computer Science)
Implementation of Local Differentially Private Protocols for Linear Queries

Albert Ji (Computer Science-Mathematics)
Universal Approximation and Interpolation in Neural Networks

Jonah Kohn (Computer Science-Neuroscience)
The Recursive Application of Biological and Artificial Neural Networks: Towards an Understanding of Both

Jiarong Li (Computer Science-Mathematics)
Complex Network Comparison using Graphlets

Yilin Li (Computer Science-Mathematics)
What If English Had No Spaces? Investigating the Challenges of NLP for Character-Based Languages

Robert McCaull (Computer Science)
Session Types for a Concurrent Language sNow

Kai Pinckard (Computer Science)
Causal Relation Extraction: a Three Step Process

Eli Poppele (Computer Science)
Do Algorithms Dream in Electric Sleep? Using Genetic Algorithms to Train Neural Networks to Play Atari Video Games on RAM-Based Input

Weihang Qin (Computer Science-Mathematics)
Raymarching Hyperbolic Geometry

Danny Riso (Computer Science)
Building a Taxonomy from the Wikipedia Category Graph

Hrishee Shastri (Computer Science-Mathematics)
Cutting the Chord: Interleaved and Demand Aware Skip Graphs

Jakob Shimer (Computer Science-Mathematics)
CNF reduction in Bayesian network inference by weighted model counting

Aryeh Stahl (Computer Science-Mathematics)
A Generalized Approach to Graph De-anonymization

Jon Takagi (Computer Science)
Evaluating Multiparty Computation Techniques for Fuzzy Matching of Voter Registration Records

Ian Wahbe (Computer Science-Mathematics)
Improvements to the Heuristic Rural Postman Problem

Lucas Yong (Computer Science-Mathematics)
An Exploration of Topological Quantum Computation

Laura Yoshida (Computer Science)
Insights from Applying Readability Formulas to Computer Systems Papers

2019-20

Mercy Bhakta (Computer Science)
Colors in flux :rendering iridescence arising from single-layer thin films

Henry Blanchette (Computer Science)
Purity and effect

Eric Boettner (Computer Science)
Keystroke encryption over USB HID pathways

Vinay Gopalan (Computer Science)
Sentiment analysis on code-mixed tweets

Ian Jackson (Computer Science-Psychology)
A Novel BCI System for 3D Shape Imagery Classification

Jillian James (Computer Science)
Lengthy language generation :using neural networks to write a Reed thesis

Mason Koch (Computer Science-Mathematics)
Reinforcement learning for Pokemon AI

Noah Koster (Computer Science-Mathematics)
Neuronal Dynamics of the Action Potential: Spiking Behavior in the FitzHugh-Nagumo Model and others

Alice McKean (Computer Science)
A replication of the AKS primality decision algorithm

Monica Moniot (Computer Science)
Differentially private bootstrap

Ryan Neumann (Computer Science)
An exploration of reinforcement learning through video games

Hien Nguyen (Computer Science)
Investigating the effectiveness of byte pair encoding for low-resource machine translation

Lilian Qi (Computer Science)
On Generating Stylized Line Drawerings from Polygonal Models

Josh Reiss (Computer Science)
Procedural terrain generation for virtual reality environments

Maxwell Rosenberg (Computer Science)
Odd One Out: Learning Taxonomic Embeddings from WordNet

Sierra Schlott (Computer Science)
Increasing mySQL throughput via smartNIC offloading

Kaiyan Shi (Computer Science-Mathematics)
Investigation on 1D area law and XXZ model

Sarah Strand (Computer Science)
SimuLating leader-free byzantine fault-tolerant consensus protocols in a partially synchronous distributed system

David Tamas-Parris (Computer Science-Mathematics)
Elliptic Curves Aren't Secure? SIKE!

Sam Zofkie (Computer Science)
Parallel collaborative filtering for gray sheep

2018-19

Matthew Atteberry (Computer Science)
Reinforcement Learning: An Overview

Miles Baker (Computer Science)
Don't Point Yourself Into a Corner: Using Static Analysis to Prevent Memory Leaks in C

Tanmay Dubey (Computer Science-Mathematics)
Latent Dirichlet Allocation: an Application to Computer Systems Conference Papers

Ira Globus-Harris (Computer Science-Mathematics)
Differentially Private One-Way Analysis of Variance

Dylan Huff (Computer Science)
PowerPoint Natively on the Web, a Java PPTX Extension

Emmett Kahn (Computer Science)
DNA Compression Using Machine Learning

Michael Kalange (Computer Science-Mathematics)
Embed With the Entropy: Applying Word2Vec to Lossless Text Compression

Rhody Kaner (Computer Science)
Gender Representation in Computer Science

Abenezer Mamo (Computer Science)
Scalable learning for the odd-man-out task with applications to word vector induction

Hannah Mead (Computer Science)
Untangling tech and timbre :assumptions make algorithms 

Ananthan Nambiar (Computer Science)
Computing the Language of Life

Richard Pham (Computer Science-Mathematics)
Graph reconfiguration in the context of permutation routing

Marika Swanberg (Computer Science-Mathematics)
Noisy Quantum Oracles: A Study of Algorithmic Robustness 

Ziyuan Zhong (Mathematics with a concentration in Computer Science)
Combined Program, Columbia University

Jalan Ziyad (Computer Science-Physics)
Quantum Search in the Face of Decoherence: Insights From Histories Approach

2017-18

2017

2015-16

Nathan Duncan (Mathematics)
Heart of Zero-Knowledge

Joshua Gancher (Mathematics)
Fully Homomorphic Encryption

Gregory Alex Ledger (Mathematics with a concentration in Computer Science)
Implementing Component-Based Garbled Circuits

Emma Miller (Mathematics)
A Quantum Walk on the Heisenberg Group

Alexandra Salem (Mathematics)
Explanation and Simulation of the HHL Algorithm

Barney Potter (Mathematics-Biology)
Modeling Cell Signaling Networks with Prize-Collecting Subhypernetworks

Jeremy Cosel (Mathematics with a concentration in Computer Science)
Clean Up After Yourself: Implementing Garbage Collection

Joshua Hepworth (Mathematics with a concentration in Computer Science)
The States of Splendor: Searching Game Trees with Partial Information

Isabella Jorissen (Mathematics with a concentration in Computer Science)
Tiling the Heavens In special cases where 'the Heavens' is ℝ²