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  • Department of Computer Science and Engineering >
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  • Artificial Intelligence and Machine Learning and Data Mining
Research
  • Research Areas
    • Artificial Intelligence
      • Artificial Intelligence and Machine Learning and Data Mining
      • Computer Vision
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  • 3/31/23 SEAS Research & Faculty

Research Areas

Zoom image: CSE research areas, 2021 CSE research areas, 2021.

Word cloud describing CSE research areas.  The relative relative word sizes represent the number of faculty working in each area.  Photo credit: Christian Miller

Zoom image: Abstract image representing human mind and numbers Abstract image representing human mind and numbers.

Artificial Intelligence and Machine Learning and Data Mining

Artificial Intelligence (AI) researchers now predict that computers will be able to perform tasks that were once considered the prerogative of human beings.

More about Artificial Intelligence and Machine Learning and Data Mining

Research Ranking

previous next
  • UB logo—excelsior!
    Excelsior!
    4/2/19

    UB's institutional reputation in the field of computer science has improved dramatically over the last decade.  By the most valid measure, our national ranking has risen from 50th to 29th.

  • CRA logo.
    Computing Research Association (CRA)
    4/2/19

    The Computing Research Association (CRA) is a leading computer science advocacy organization whose mission is to unite industry, academia, and government.  The CRA recommends CSRankings: Computer Science Rankings as the best institutional ranking agency, preferring it over the traditional standard, the US News and World Report Best Graduate Schools report.

  • UB logo—context for CRA methodology.
    Why?
    4/2/19

    The CRA supports the CSRankings report because its evaluative criteria meet the 'GOTO' standard:

    Good data.  Data have been cleaned and curated.

    Open.  Data available, regarding attributes measured, at least for verification.  

    Transparent.  Process and methodologies are entirely transparent.

    Objective.  Based on measurable attributes.

    For more details, see Department Rankings, by H.V. Jagadish.

     

  • UB logo—CSRankings 10-year average.
    50th in the Nation
    4/2/19

    According to CSRankings (2008-2018), UB's 10-year computer science institutional ranking is #50 in the nation, tied with the University of Central Florida and the University of North Carolina.

  • UB logo—CSRankings 3-year average.
    34th in the Nation
    4/2/19

    According to CSRankings (2015-2018), UB's three-year computer science institutional ranking is #34 in the nation, making our peer institution the University of Virginia.

  • UB logo—CSRankings 1-year average.
    29th in the Nation
    4/2/19

    According to CSRankings (2017-2018), UB's one-year computer science institutional ranking is #29 in the nation, putting us in company with Harvard, Johns Hopkins, Ohio State, and Penn State.

Research Highlights

previous next
  • Ken Regan in 326 Davis Hall.
    Detecting Chess Cheats
    6/22/21

    Ken Regan develops algorithms that detect cheating in chess games.  His software compares a player's moves to a database of the player's typical gameplay, then makes an assessment of the statistical likelihood of cheating.  Dr. Regan frequently consults at international chess matches.

  • Two hands manipulate a smartphone.
    UB receives prestigious IBM award for ‘green internet’ collaboration
    6/12/19

    Proposed software solution could extend battery life, reduce energy consumption.

  • 3Dprinting security.
    Smartphone hacks 3D printer by measuring ‘leaked’ energy and acoustic waves
    6/21/21

    Wenyao Xu leads an NSF-funded program that detects 3D printing data security vulnerabilities by using smart phones to analyze electromagnetic and acoustic waves.  Kui Ren and Chi Zhou are co-authors.

  • Autodietary.
    This Necklace Hears What You Eat
    6/21/21

    Wenyao Xu created AutoDietary—software that tracks the unique sounds produced by food as people chew it.  AutoDietary, placed near the throat by a necklace delivery system developed at China's Northeastern University, helps users measure their caloric intake.

  • Ethernet switch and patch cables.
    The End of Sneakernet?
    6/22/21

    An article on PhysOrg reports UB has received a $584,469 grant from the National Science Foundation to create a tool designed to work with the existing computing infrastructure to boost data transfer speeds by more than 10 times, and quotes Tevfik Kosar, associate professor of computer science.

  • Giving Vision to Robot Bees.
    Computer Vision for Robot Bees
    6/22/21

    Karthik Dantu owns the vision component of the RoboBee Initiative, led by the National Science Foundation and Harvard University.  The "eyes" that Dr. Dantu is integrating are laser-powered sensors that enable the mechanical bees to orient themselves in space.

  • iCAVE2 and Motion Simulator Lab.
    Safer Highways
    6/22/21

    Professor and Chair Chunming Qiao leads Instrument for Connected and Autonomous Vehicle Evaluation and Experimentation (iCAVE2)—a multidisciplinary academic-industrial partnership that's helping to make self-driving cars safer, cleaner, and more efficient.

More Research Highlights

Recognitions

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  • interlocking UB logo.
    SEAS faculty receive CAREER Awards to improve wastewater treatment and enhance AI decision-making
    8/4/25

    Two faculty members in the UB’s School of Engineering and Applied Sciences earned NSF CAREER Awards to address the impact of harmful algal blooms on public health and the economy and to enhance multi-objective decision-making in LLMs and AI systems.

  • Siwei Lyu.
    Siwei Lyu named SUNY Distinguished Professor
    5/23/25

    SUNY Distinguished Professor is the highest faculty rank in the SUNY system.

  • Atri Rudra.
    Atri Rudra receives Test of Time Award
    4/17/25

    The award recognizes a paper that was published in the PODS proceedings 10 years prior that has had the most impact to research or practice over the previous decade.  

  • Marina Blanton.
    Marina Blanton recognized as ACM distinguished member
    4/3/25

    Blanton is recognized for her contributions to the advancement of privacy-preserving computation.

  • Jinjun Xiong.
    Xiong recognized by IEEE with Best Paper Award
    2/3/25

    A paper authored by Jinjun Xiong, SUNY Empire Innovation Professor in Computer Science and Engineering, earned the 2024 Best Paper Award from the IEEE Transactions on Radiation and Plasma Medical Sciences (TRPMS) journal. 

More Recognitions
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