AI Foundations
Michigan hosts 7th annual Learning for Dynamics & Control Conference
The conference attracted 300 people from around the world to discuss the latest cross-disciplinary approaches in this new scientific area.Qing Qu Receives 2025 Google Research Scholar Award for Developing Efficient Generative AI Models
Prof. Qu’s research aims to reduce the cost and complexity of fine-tuning and training large-scale foundation models, while advancing the accessibility and sustainability of high-performance generative AI.Electrical and Computer Engineering curriculum prepares students to join the AI revolution
As AI-related skills become more valuable in research and industry, ECE faculty weave these topics into courses spanning their educational journey.Herbert Winful part of MURI team investigating AI-guided self-organization in nonlinear systems
Prof. Winful adds his unique expertise on the behavior of coupled semiconductor laser systems to a collaborative $9M project led by researchers at Yale University.Andrew Owens named 2025 Sloan Research Fellow
Owens will use the Sloan Research Fellowship to support his research on the development and utility of computer vision systems that learn from multisensory data.Bridging gaps in rural health care with AI-powered mobile clinics
General practitioners with AI help could make diagnoses, run and interpret tests, and perform procedures like specialists.Kickstarter for Buddie: open source, AI-enabled earbuds
Collaborating faculty at the University of Michigan and Fudan University are crowdfunding a new wearable AI audio interface to enable always-listening context awareness, improve privacy, and allow AI application developers to try new ideas.New generative AI model can reconstruct a high-quality, sparse-view 3D CT scan with a much lower X-ray dose
Improvements move the deep learning technique towards use in 3D medical imaging.Andrew Owens’ research group uses visual illusions to test the limits of diffusion models
Members of Andrew Owens's research group, Daniel Geng, Aaron Park, and Ziyang Chen, are using ambiguous image generation to understand diffusion models.Fifteen papers by ECE researchers to be presented at the Conference on Neural Information Processing Systems
Topics of accepted ECE NeurIPS papers include diffusion models, large language models, multi-armed bandit models, and more.ECE faculty design chips for efficient and accessible AI
Faculty specializing in architecture, hardware, and software innovation accelerate machine learning across a range of applications.Andrew Owens receives NSF CAREER Award for research to improve machine perception systems
Prof. Owens’ research will help fully autonomous systems interact with their environments without human supervision.Vijay Subramanian awarded $7.5M MURI to rethink game theory in dynamic environments
Prof. Subramanian is the lead PI on a collaborative project to improve the accuracy of modern game theory predictions and produce better outcomes.Leveraging artificial intelligence for early detection of lung cancer
Predictive models developed by an interdisciplinary U-M research team have improved early lung cancer detection beyond traditional measures, with the potential to save lives.Aline Eid receives MTRAC Award to commercialize radar vision for autonomous indoor navigation
Prof. Eid will partner with the industry startup Atheraxon to market technology for automated guided vehicles in warehouse environments and beyond.Hun-Seok Kim appointed as inaugural Samuel H. Fuller Early Career Professor of Electrical and Computer Engineering
Prof. Kim is a world leader in efficient algorithm and VLSI design for wireless communication, signal processing, computer vision, and machine learning.New textbook teaches students about matrix methods and their real world applications
Linear Algebra for Data Science, Machine Learning, and Signal Processing, written by ECE Professors Jeffrey Fessler and Raj Nadakuditi, provides an accessible and interactive guide to matrix methods.OptoGPT for improving solar cells, smart windows, telescopes and more
Taking advantage of the transformer neural networks that power large language models, engineers can get recipes for materials with the optical properties they need.Fourteen papers by ECE researchers to be presented at the International Conference on Machine Learning
Accepted papers for the ICML conference span topics including deep representation learning, language model fine-tuning, generative modeling, and more.Report issued on state of intelligent vehicle dependability and security
Safe operation of fully autonomous vehicles on public roads is not anticipated in the near future.Linking online and offline social networks to better predict real world impact
Prof. Lei Ying leads a new MURI that is focused on the interplay between online and offline networks and how they could impact disruptive behavior and events.Using natural language processing to improve everyday life
Prof. Joyce Chai's work in natural language processing is bolstered by high performance computing systems operated by the Advanced Research Computing Group (ARC) in U-M's Information and Technology Services.Improving generative AI models for real-world medical imaging
Professors Liyue Shen, Qing Qu, and Jeff Fessler are working to develop efficient diffusion models for a variety of practical scientific and medical applications.Neural Collapse research seeks to advance mathematical understanding of deep learning
Led by Prof. Qing Qu, the project could influence the application of deep learning in areas such as machine learning, optimization, signal and image processing, and computer vision.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.Understanding attention in large language models
How do chatbots based on the transformer architecture decide what to pay attention to in a conversation? They’ve made their own machine learning algorithms to tell them.A coaching bot for students learning coding, computational Machine Learning, and AI
Prof. Raj Rao Nadakuditi is developing a generative AI coaching bot that provides feedback to strengthen self-regulated learning skills.Olivia Lee awarded NSF Graduate Research Fellowship for brain-machine interfaces that could improve control of robotic prostheses
Lee designs implantable and wearable electronics to help restore movement to those who have lost limbs or have been paralyzed.U-M CSE research team advances to top five in Amazon Alexa Prize Simbot Challenge
The challenge is a means of pushing forward with their research into development of next-generation embodied AI agents.Diversity and inclusiveness are an essential part of the pursuit of AI at CSE
The Michigan AI Lab is focused on building a community of diverse viewpoints in an effort to reduce the bias we see in the exploding world of artificial intelligence.“It’s a supportive and collaborative environment” — making connections as a PhD student in and outside the classroom
U-M CSE PhD candidate Sarah Jabbour discusses how collaboration is centered in her experience as a graduate student.U-M, Schmidt Futures to partner on new AI research program
$10M will fund training for 60 postdoctoral fellows as part of international cohort.Six new projects funded by LG AI Research
The projects are a part of LG’s mission to advance AI such as Deep Reinforcement Learning, 3D Scene Understanding, and Reasoning with a Large-scale Language Model and Bias & Fairness related to AI ethics.Prof. Xinyu Wang collaborates with UiPath to democratize automation
The two will collaborate on building new programming techniques that are accessible to non-experts and non-programmers.Designing Synthetic Human Gut Microbiome with AI
Prof. Al Hero was interviewed and gave a presentation about his research using machine learning to improve our understanding of the human gutCommunity-builder Leon Pryor takes Detroit’s FIRST Robotics program to new heights
Having excelled in careers at Microsoft, Amazon, and now Meta, the alum and renowned video game engineer co-founded The Motor City Alliance to make Detroit a powerhouse for FIRST Robotics teamsMachine learning begins to understand the human gut
The new computer model accurately predicts the behavior of millions of microbial communities from hundreds of experiments, an advance toward precision medicine.Natural Language Processing at Michigan Research Day
The meetup was intended to foster connections between researchers across campus with an interest in the development and application of NLP.Atkins chairs National Academies report on speeding discovery with automated research workflows
Prof. Emeritus Daniel Atkins III chaired and Prof. Al Hero served on a National Academies committee that published a new report describing the impact of artificial intelligence and automated research workflow technologies in propelling research and scientific discovery.Teaching Machine Learning in ECE
With new courses at the UG and graduate level, ECE is delivering state-of-the-art instruction in machine learning for students in ECE, and across the UniversityImmune to hacks: Inoculating deep neural networks to thwart attacks
The adaptive immune system serves as a template for defending neural nets from confusion-sowing attacksLG AI Research opens North American Artificial Intelligence Research Center in Ann Arbor with strong ties to U-M
The LG AI Research Center, and its partnership with U-M, represents a commitment by LG to become a leader in developing advanced AI technologies.David Fouhey receives NSF CAREER Award for vision system to perceive the interactive world
His goal is to build AI systems that can recognize and understand a 3D and interactive world from a single image.Qing Qu receives CAREER award to explore the foundations of machine learning and data science
His research develops computational methods for learning succinct representations from high-dimensional data.Research on modeling time-variant systems earns Brockett-Willems Outstanding Paper Award
Prof. Peter Seiler co-authored the paper that focuses on reachability analysis for a variety of systems, including aircraft control and autonomous vehicles.Joyce Chai named ACL Fellow for significant contributions to grounded natural language processing and the interaction between language processing and robotics
Prof. Chai has been recognized for significant contributions to grounded natural language processing and the interaction between language processing and robotics.Peter Seiler named IEEE Fellow for his impactful contributions to robust control theory
Prof. Seiler’s contributions to Matlab’s Robust Control Toolbox and to the control of vehicle platoons have resulted in major industrial applications.$1.7M to build everyday exoskeletons to assist with lifting, walking and climbing stairs
The modular exoskeleton system will help workers and the elderly, boosting ankle, knee and/or hip joints by mounting new motors to off-the-shelf orthotics.$1M for open-source first-responder robots
An open-source perception and movement system, to be developed with NSF funding, could enable robots that partner with humans in fires and disaster areas.Faster path planning for rubble-roving robots
Splitting the path into difficult and easy terrain speeds up path planning for robots that use “hands” to maintain balance on uneven ground.$20M NSF AI-EDGE Institute aims to transform 5G and beyond networks
University of Michigan is a core member of a new NSF-led Institute that is a collaboration between 11 institutions, three government research labs, and four global companiesUsing neural networks and machine learning to design the first universal decoder for the next generation of wireless systems
PhD student Mohammad Vahid Jamali has been awarded a Qualcomm Innovation Fellowship to work on developing a single neural decoder that can decode several channel codes at once.$7.5M MURI to make dynamic AI smarter and safer
Researchers from four U.S. institutions aim to pull the best from control theory and machine learning to build safer mobile, intelligent systems.Profiles in ECE: Rucha Apte (MS ECE 2021)
3D motion tracking system could streamline vision for autonomous tech
Qing Qu uses data and machine learning to optimize the world
Jaylin Herskovitz selected for NSF Graduate Research Fellowship
Sky CH Wang selected for NSF Graduate Research Fellowship
Zhizhuo Zhou selected for NSF Graduate Research Fellowship
CSE doctoral student Tara Safavi receives Rackham Predoctoral Fellowship
Qi Zhang selected as first recipient of David J. Kuck Dissertation Prize
Seven papers by CSE researchers presented at AAAI 2021
Fairer AI for long-term equity
Zeyu Zheng selected for JP Morgan PhD Fellowship
Incoming faculty Anhong Guo named one of Forbes’ 30 Under 30 in Science
New grant to expand open source control software for an intuitive robotic prosthetic leg
$1.8M DARPA project aims to protect cars, trucks and spacecraft from hackers
Prof. Danai Koutra recognized as rising star with ACM SIGKDD Award
Space motor helps make robotic prosthetic leg more comfortable and extends battery life
The Wolverines Behind the Next Generation of Autonomous Vehicles
The Center for Entrepreneurship profiles a team of EECS students, who are working to develop the next generation of delivery vehicles.Technology that serves all: a single step could pave the way
New machine learning method improves testing of stem-like tumor cells for breast cancer research
Faculty Profile: Emily Mower Provost
Xueru Zhang awarded Rackham Predoctoral Fellowship
Computer scientists employ AI to help address COVID-19 challenges
Emily Mower Provost named Toyota Faculty Scholar
Live public street cams are tracking social distancing
CSE researchers present 9 papers at leading AI conference
The students and faculty submitted projects spanning several key application areas for AI.Alumnus Peter Wurman inducted into National Inventors Hall of Fame
Hun-Seok Kim receives CAREER Award to facilitate Internet of Things connectivity
Machine Learning takes over the EECS Atrium
Students in EECS 545: Machine Learning, taught by Prof. AL Hero, presented their final projects in a poster session sponsored by KLA.Creating a place where kids of all abilities can play together
Enabling large-scale testing of cancer drugs with machine learning
Machine Learning and Systems: A conversation with 2020 Field Award winners Al Hero and Anders Lindquist
A World Record for Robotic Deep Freeze Walking
AI-powered Whatsapp Bot fights fake news in India
New attack on autonomous vehicle sensors creates fake obstacles
U-M researchers provide control software to ensure autonomous vehicles stay in their lane
Year of growth, experiments for May Mobility
DARPA Award for more responsive AI that combines human and machine
Paper recognized for lasting contributions to AI decision making
First programmable memristor computer aims to bring AI processing down from the cloud
Six teams of ECE researchers make the finals at AP-S/URSI 2019
Computer vision: Finding the best teaching frame in a video for fake video fightback
Advancing AI for Video: Startup launches powerful video processing platform
SLAM-ming good hardware for drone navigation
A quicker eye for robotics to help in cluttered environments
Laura Balzano receives NSF CAREER Award to improve machine learning for big data applications
Crafting better digital systems with ECE PhD student Jie-Fang Zhang
Rackham Fellowship for enabling autonomous agents to learn continuously
‘Air traffic control’ for driverless cars could speed up deployment
More efficient machine vision technology modeled on human vision
Precision Health Award for measuring moods
Two papers announced among 10 most influential in healthcare and infection control
The logic of feeling: Teaching computers to identify emotions
Fake news detector algorithm works better than a human
Blue Sky: Up to $10M toward research so bold, some of it just might fail
Jason Corso on artificial intelligence
Exploring the source of social stereotypes
Faculty spotlight: Rada Mihalcea
Connected cars can lie, posing a new threat to smart cities
Paper award for training computer vision systems more accurately
Mingyan Liu, 2018 Distinguished University Innovator, talks about her company and data science commercialization
Laura Balzano partners with 3M to advance research in big data
Prof. Laura Balzano received a 2018 3M Non-Tenured Faculty Award to advance her research in Big Data.Exoskeletons compete to boost strength of rescue workers
Students win prizes for improving image processing techniques for liver cancer detection and much more
CSE Graduate Student Xinchen Yan Selected for Rackham Predoctoral Fellowship and Google PhD Fellowship
Preventing deadly hospital infections with machine learning
Duplicate text detection system now integrated with conference management software
BMW, Toyota invest in U-M startup May Mobility
Prof. John Laird and CSE Alumna Shiwali Mohan receive award for research on learning in autonomous intelligent agents
Professor Michael Wellman shares expertise in Asimov Memorial Debate
Emotions predicted by examining the correlation between tweets and environmental factors
Bringing smart banking to market
$1.6M toward artificial intelligence for data science
Michigan, Georgia Tech researchers funded to deter financial market manipulation
Improving natural language processing with demographic-aware models
Getting people moving – Walking exoskeletons could mobilize disabled patients
Latest two-legged walking robot arrives at Michigan
“Learning database” speeds queries from hours to seconds
BigANT tackles the wave field
Codeon is the intelligent assistant for software developers
Kurator Will Help You Curate Your Personal Digital Content
Movie design for specific target audiences
Building more stable four-legged robots
How to build a BigANT – Shai Revzen’s critter-inspired robots
Shai Revzen part of a new five-institution MURI focused on the control of dynamic systems
Wellman participates in AI doomsday prevention workshop
CSE-based startup Clinc receives $6.3M in funding to further develop intelligent banking assistant
CASSIE: A tougher, lighter bipedal robot with eyes
Mingyan Liu: Confessions of a pseudo data scientist
U-M first in line for new bird-inspired walking robot
Emily Mower Provost receives NSF CAREER Award to develop emotion and mood recognition for mental health monitoring and treatment
$1.1 million grant to develop robot emergency response capabilities
Jia Deng selected as recipient of PAMI Mark Everingham Prize
Clinc launches Finie, an AI personal assistant for mobile banking
COVE: a tool for advancing progress in computer vision
Engineering an advantage in debates
Chad Jenkins receives NSF National Robotics Initiative Grant to improve robotic control in cluttered environments
Necmiye Ozay receives NASA Early Career Faculty Award for research in cyber-physical systems
Toyota Research Institute Partners with U-M on Artificial Intelligence
Toyota will invest $22 million to begin research collaborations focused on autonomous vehicles and advanced robotics. Profs. Edwin Olson and Ryan Eustice will assume roles at the facility to lead research into perception and mapping/localization.CSE-based startup receives funding to develop systems based on intelligent personal assistant technology
Researchers seek to help the disabled with intelligent robotic wheelchair
New venture is on the path to build continual learning AIs
EECS research highlighted at 2016 Robotics: Science and Systems Conference
Prof. Dragomir Radev Teaching Course on NLP Through Coursera
Prof Radev is teaching the 12-week course twice this summer; the course is free and open to the public.MARLO makes initial attempt at the Wave Field
Can slower financial traders find a haven in a world of high-speed algorithms?
An award winning radar system for collision avoidance and imaging
Patented camera calibration tool automates calibration target acquisition
Michigan shines at the National Robotics Initiative 5 year anniversary
Beyond Asimov: How to plan for ethical robots
As robots become integrated into society more widely, we need to be sure they’ll behave well among us.Rada Mihalcea co-authors new book on text mining
MARLO, the free-standing two-legged robot, conquers terrain with innovative control algorithms
Students receive prizes for simulating the best landing of a rocket booster
CSE faculty lead university collaboration with Toyota on autonomous vehicles
Yu-Wei Chao selected for Google PhD Fellowship
U-M researchers launch fight against C. difficile with $9.2M grant from NIH
Machine learning proves useful for analyzing NBA ball screen defense
Honglak Lee selected for Sloan Research Fellowship
Necmiye Ozay receives CAREER award for research in cyber-physical systems
Jenna Wiens receives NSF CAREER Award to increase the utility of machine learning in clinical care
Jason Mars receives CAREER Award to advance system architectures for artificially intelligent services and applications
U-M, IBM partner on advanced conversational computing system
U-M, Ford are first to address autonomous driving on snow-covered roads
Lie-detecting software uses real court case data
Ford, Michigan Researchers Test First Autonomous Vehicle at Mcity
An Autonomous "SmartCart" Testbed is Coming to Michigan
Steven Parkison earns NSF Fellowship to design tools for the future of autonomous cars
ECE welcomes new engineering robotics center
ECE’s ideas worth spreading – TEDxUofM
Meet Sirius: An Open-Source Digital Assistant
Jason Corso receives Google Faculty Research Award
Jessy Grizzle Delivers Distinguished University Professorship Lecture on Bipedal Robots
The lecture covered the different iterations of Prof. Grizzle's world-renowned bipedal creations since he started work on Rabbit in 1999.HEV fuel economy meets drivability in Outstanding Control Systems Paper
Necmiye Ozay awarded DARPA Young Faculty Award for research in cyber and physical systems
Prof. Ozay’s research interests lie at the broad interface of dynamical systems, control, optimization and formal methods with applications in system identification, verification and validation, autonomy and vision.ECE welcomes four new faculty for 2014-15 academic year
Research in machine learning earns Notable Paper Award at AISTATS 2014
Students to use IBM Watson Cognitive Computing System in class
Technological singularity passes, unnoticed until now
Two-legged robot walks outside at U-M
Research in distributed networks earns Notable Paper Award at AISTATS
Cockroaches and Robots: Reverse engineering the balance systems of animals
Translating animal movement into better robotic design
Bourne Pursuit: Improving computer tracking of human activity
John Laird Authors Book on Soar Cognitive Architecture
Professor John E. Laird, the John L. Tishman Professor of Engineering in the EECS Department, has authored a new book entitled "The Soar Cognitive Architecture," which has been published by MIT Press.Nate Derbinsky Wins Best Poster Award at ICCM
Ph.D. candidate Nate Derbinsky has won the Best Poster Award at the 11th International Conference on Cognitive Modeling (ICCM), which took place April 13 - 15 in Berlin, Germany.Robots Building Better Maps: For robots and other mechanical creatures
Jessy Grizzle Honored with Hendrik W. Bode Lecture Prize from IEEE Control Systems Society
This prestigious honor recognizes distinguished contributions to control systems science and engineering.Sid Bao earns Best Student Paper Award for Computer Vision Research
MABEL the bipedal robot
Gyemin Lee receives Best Paper Award for research in machine learning for biomedical diagnosis
Best Paper Award in Automation Research
Jessy Grizzle Named the Jerry W. and Carol L. Levin Professor of Engineering
Prof. Grizzle combines research excellence with teaching excellence.