Xiyu Wang - University of Illinois at Urbana-Champaign | LinkedIn (2024)

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Sign in to view Xiyu’s full profile Welcome back Urbana, Illinois, United States Contact Info Sign in to view Xiyu’s full profile Welcome back By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement, Privacy Policy, and Cookie Policy. New to LinkedIn? Join now or New to LinkedIn? Join now By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement, Privacy Policy, and Cookie Policy. 300 followers 288 connections Sign in to view Xiyu’s full profile Welcome back View mutual connections with Xiyu Welcome back Sign in to view Xiyu’s full profile Welcome back About Welcome back Activity Sign in to view Xiyu’s full profile Welcome back I'm excited to speak at the Quantum Network Simulation Workshop at IEEE Quantum Week on Monday September 16th between 1pm-2:30pm. In my talk I'll… I am very happy to receive my tenure and promotion approval from #NYU today! I sincerely appreciate all the support from my students, colleagues… I'm excited to share that I've successfully defended my PhD, with a thesis titled "Hardware Acceleration of Neural Graphics." Thanks to everyone who… Experience & Education University of Illinois at Urbana-Champaign **** ****** ********** ********** ** ******** ******-********* ********** ** ******** ******-********* View Xiyu’s full experience See their title, tenure and more. Welcome back Courses Applied Machine Learning Computer Photography Computer Vision Convex Optimization Data Mining Deep Learning for Healthcare Foundations of Data Curation Interactive Computer Graphics Intermediate Statistics Introduction to Database Management Machine Learning Machine learning in NLP Natural Language Processing Practical Statistical Learning Reinforcement learning Scientific Visualization Software Engineering Statistical Machine Learning Text Information Systems Topics in Deep Learning Projects Automated compliance checking on construction site Information retrieval for construction safety documents Image Generation with Generative Adversarial Networks (GANs) Semi-automated Annotation Tool Development for Autonomous Vehicle Review on Variance Reduction Methods in SGD Criminal Footprint Classification and Matching Honors & Awards Pokrajac Engineering Fellowship China National Scholarship Kwang-Hua Scholarship Languages Chinese English Organizations Shotokan Karate Club More activity by Xiyu Breaking barriers between academia and industry, Professor Mario Bergés is now an Amazon Scholar, bringing his expertise to energy and sustainability… Last semester I had an excellent opportunity to teach one of the main Civil and Environmental Engineering courses at the University of Illinois… BioGPT, a domain-specific generative model pre-trained on large-scale biomedical literature, has achieved human parity, outperformed other general… Please join me and Steve Jones (Senior Director at Dodge Data & Analyticss) on Dec 14 as we discuss the major topics of 2022 that are fueling our… US Nanny Association has the highest industry standards and certifies Nannies, Newborn and Infant Care and Professional Nannies. Certification… View Xiyu’s full profile Sign in Other similar profiles Explore collaborative articles Others named Xiyu Wang in United States Add new skills with these courses

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University of Illinois at Urbana-Champaign

University of Illinois Urbana-Champaign

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Xiyu's research interests are in Computer Vision, Natural Language Processing, Machine…

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Activity

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  • I'm excited to speak at the Quantum Network Simulation Workshop at IEEE Quantum Week on Monday September 16th between 1pm-2:30pm. In my talk I'll…

    Xiyu Wang - University of Illinois at Urbana-Champaign | LinkedIn (13)

    I'm excited to speak at the Quantum Network Simulation Workshop at IEEE Quantum Week on Monday September 16th between 1pm-2:30pm. In my talk I'll…

    Liked by Xiyu Wang

  • I am very happy to receive my tenure and promotion approval from #NYU today! I sincerely appreciate all the support from my students, colleagues…

    Xiyu Wang - University of Illinois at Urbana-Champaign | LinkedIn (14)

    I am very happy to receive my tenure and promotion approval from #NYU today! I sincerely appreciate all the support from my students, colleagues…

    Liked by Xiyu Wang

  • I'm excited to share that I've successfully defended my PhD, with a thesis titled "Hardware Acceleration of Neural Graphics." Thanks to everyone who…

    Xiyu Wang - University of Illinois at Urbana-Champaign | LinkedIn (15)

    I'm excited to share that I've successfully defended my PhD, with a thesis titled "Hardware Acceleration of Neural Graphics." Thanks to everyone who…

    Liked by Xiyu Wang

Join now to see all activity

Experience & Education

  • Xiyu Wang - University of Illinois at Urbana-Champaign | LinkedIn (16)

    University of Illinois at Urbana-Champaign

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  • Xiyu Wang - University of Illinois at Urbana-Champaign | LinkedIn (17)

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  • Xiyu Wang - University of Illinois at Urbana-Champaign | LinkedIn (18)

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  • Xiyu Wang - University of Illinois at Urbana-Champaign | LinkedIn (19)

    ********** ** ******** ******-*********

    ****** ** ********** - *** ***** ***********

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  • Xiyu Wang - University of Illinois at Urbana-Champaign | LinkedIn (20)

    ********** ** ******** ******-*********

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Courses

  • Applied Machine Learning

    CS 498

  • Computer Photography

    CS 445

  • Computer Vision

    16385

  • Convex Optimization

    IE 521

  • Data Mining

    CS 412

  • Deep Learning for Healthcare

    CS 598

  • Foundations of Data Curation

    CS 598

  • Interactive Computer Graphics

    CS 418

  • Intermediate Statistics

    10705

  • Introduction to Database Management

    90728

  • Machine Learning

    10701

  • Machine learning in NLP

    CS 546

  • Natural Language Processing

    CS 447

  • Practical Statistical Learning

    CS 598

  • Reinforcement learning

    CS 498

  • Scientific Visualization

    CS 519

  • Software Engineering

    CS 427

  • Statistical Machine Learning

    10702

  • Text Information Systems

    CS 410

  • Topics in Deep Learning

    10707

Projects

  • Automated compliance checking on construction site

    -

    Develop natural language processing and computer vision-based approaches for supporting automated code checking

  • Information retrieval for construction safety documents

    -

    • Built a web crawler to extract safety documents from Occupational Safety and Health Administration (OSHA)
    • Ranked the relevance of documents for given query keywords using different techniques
    • Created GUI for construction safety documents retrieval and query customization

  • Image Generation with Generative Adversarial Networks (GANs)

    -

    • Completed partially occluded images, and generated high-resolution natural images by DCGAN and LAPGAN
    • Reduced the number of training parameters by modifying DCGAN, and tested on the created anime face dataset
    • Stabilized the performance by using techniques such as LeakyRelu

  • Semi-automated Annotation Tool Development for Autonomous Vehicle

    -

    • Used SSD models to detect and track vehicles and pedestrians
    • Fused detection and tracking results to smooth the size of the bounding boxes movement
    • Created GUI to interact with the bounding box while a video is playing

  • Review on Variance Reduction Methods in SGD

    -

    • Compared variance reduction methods in stochastic gradient descent such as SVRG, SAGA and SDCA
    • Rewrote mathematical proofs with particular focus on convergence rate

  • Criminal Footprint Classification and Matching

    -

    • Used convolutional neutral networks (CNN) to detect and classify footprints with 96% accuracy
    • Used Autoencoder to extract patterns and cluster footprints in an unsupervised way with 80% accuracy

Honors & Awards

  • Pokrajac Engineering Fellowship

    -

  • China National Scholarship

    -

  • Kwang-Hua Scholarship

    -

Languages

  • Chinese

    Native or bilingual proficiency

  • English

    Professional working proficiency

Organizations

  • Shotokan Karate Club

    -

    - Present

More activity by Xiyu

  • Breaking barriers between academia and industry, Professor Mario Bergés is now an Amazon Scholar, bringing his expertise to energy and sustainability…

    Xiyu Wang - University of Illinois at Urbana-Champaign | LinkedIn (21)

    Breaking barriers between academia and industry, Professor Mario Bergés is now an Amazon Scholar, bringing his expertise to energy and sustainability…

    Liked by Xiyu Wang

  • Last semester I had an excellent opportunity to teach one of the main Civil and Environmental Engineering courses at the University of Illinois…

    Xiyu Wang - University of Illinois at Urbana-Champaign | LinkedIn (22)

    Last semester I had an excellent opportunity to teach one of the main Civil and Environmental Engineering courses at the University of Illinois…

    Liked by Xiyu Wang

  • BioGPT, a domain-specific generative model pre-trained on large-scale biomedical literature, has achieved human parity, outperformed other general…

    Xiyu Wang - University of Illinois at Urbana-Champaign | LinkedIn (23)

    BioGPT, a domain-specific generative model pre-trained on large-scale biomedical literature, has achieved human parity, outperformed other general…

    Liked by Xiyu Wang

  • Xiyu Wang - University of Illinois at Urbana-Champaign | LinkedIn (24)

    Please join me and Steve Jones (Senior Director at Dodge Data & Analyticss) on Dec 14 as we discuss the major topics of 2022 that are fueling our…

    Liked by Xiyu Wang

  • US Nanny Association has the highest industry standards and certifies Nannies, Newborn and Infant Care and Professional Nannies. Certification…

    Xiyu Wang - University of Illinois at Urbana-Champaign | LinkedIn (25)

    US Nanny Association has the highest industry standards and certifies Nannies, Newborn and Infant Care and Professional Nannies. Certification…

    Liked by Xiyu Wang

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Xiyu Wang - University of Illinois at Urbana-Champaign | LinkedIn (2024)
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