Algorithms, Languages & Databases
Open-source training framework increases the speed of large language model pre-training when failures arise
Pipeline templates strike a balance between speed and effectiveness in resilient distributed computing.Thatchaphol Saranurak recognized with 2023 Presburger Award
The award recognizes the outstanding contributions of a young scientist in the field of theoretical computer science.Major breakthrough in dynamic graph algorithms earns Best Paper
Thatchaphol Saranurak and collaborators were recognized at SODA '23 for their work that broke an approximation barrier in dynamic graph matching.Using negative probability for quantum solutions
Probabilities with a negative sign have been of great use in quantum physics.Google Award to make widely used software testing technique more effective
Baris Kasikci plans to improve software fuzzers by learning how deployed software is most commonly run by users.Solution for restoring faulty graphs earns best paper award
Prof. Greg Bodwin has devised a solution to an important open question in graph theory that offers promising new options for repairing and constructing resilient networks.Postdoc Leqi Zhu wins PODC Dissertation Award
The thesis completely solves a longstanding open problem in the theory of distributed computing.Tim Dunn selected for NSF Graduate Research Fellowship
New database sheds light on Michigan’s videogame boom
Building a testing-free future
Tool to automate popular security technique earns distinguished paper
Prof. Baris Kasikci recognized as rising star by Intel
Alumnus Yi-Jun Chang Wins PODC Dissertation Award
Prof. Danai Koutra recognized as rising star with ACM SIGKDD Award
NIST finalists for post-quantum security standards include research results developed by Prof. Chris Peikert
Hunger and COVID: Fighting pandemic-related food insecurity in Detroit
New method ensures complex programs are bug-free without testing
Get to know: Xinyu Wang
How predictive modeling could help us reopen more safely
Research team takes on food insecurity in Detroit in the face of coronavirus limitations
Building better coronavirus databases with automatic quality checks
Undergraduate research on speeding up data centers earns ACM first prize
Rackham Predoctoral Fellowship for design of robust, reliable and repairable software systems
Predoctoral Fellowship for mathematically provable hardware design
Programming around Moore's Law with automatic code translation
Emotion recognition has a privacy problem – here’s how to fix it
Generating realistic stock market data for deeper financial research
Three faculty earn MIDAS grants to broaden the frontiers of data science
Best Student Paper Award for work on faster network classification for machine learning
CSE faculty bring significant showing to major systems conference
$2M NSF grant to explore data equity systems
Researchers plan to establish a framework for a national institute that would enable research using sensitive data, while preventing misuse and misinterpretation.$1M NSF grant supports new system for gathering, structuring data with ease
Creating more efficient data centers for AI
New browser strategy game has players tackle real-life bat catastrophe
“Mind reading” study looks inside coders’ brains
Automated tool optimizes complex programs better than humans
CAREER Award for deeper insights into interconnected data: from neurons to web searches
Student awarded NSF Fellowship for automating speech-based disease classification
Paper award for identifying speaker characteristics in text messages
Two solutions for GPU efficiency can boost AI performance
Personalized knowledge graphs for faster search and digital assistants
Speeding up code with clever data manipulation
Helping drivers use smart cars smarter
Gaining a deeper understanding of how personal values are expressed in text
Making software failures a little less catastrophic
Detecting Huntington’s disease with an algorithm that analyzes speech
Fake news detector algorithm works better than a human
Tool for structuring data creates efficiency for data scientists
Finding meaning in varied data
Study maps careers of CS PhDs using decades of data
“Stitching” together a web user from scattered, messy data
Bringing smart banking to market
“Learning database” speeds queries from hours to seconds
Kurator Will Help You Curate Your Personal Digital Content
Movie design for specific target audiences
CHORUS: The Crowd-Powered Conversational Assistant
Social interaction patterns provide clues to real life changes
Designing for our own
Emily Mower Provost receives NSF CAREER Award to develop emotion and mood recognition for mental health monitoring and treatment
Google-funded Flint water app helps residents find lead risk, resources
Algorithms can be more fair than humans
Can slower financial traders find a haven in a world of high-speed algorithms?
Collecting data to better identify bipolar disorder
Jenna Wiens receives NSF CAREER Award to increase the utility of machine learning in clinical care
The Promise and Perils of Predictive Policing Based on Big Data
Protean Code Allows Data Center Servers to Adapt to Changing Environments with Breakthrough Compiler Technology
CSE grad students win best student paper at OSDI 12 symposium
Their paper addresses the challenge of troubleshooting the performance of production software.CSE researchers win best paper award at ASPLOS 2011
Michael Cafarella receives NSF CAREER Award for work in building and searching a structured web database