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Urbana, Illinois, United States Contact Info
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300 followers 288 connections
Urbana, Illinois, United States Contact Info
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300 followers 288 connections
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University of Illinois at Urbana-Champaign
University of Illinois Urbana-Champaign
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About
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…
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…
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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 am very happy to receive my tenure and promotion approval from #NYU today! I sincerely appreciate all the support from my students, colleagues…
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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…
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…
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Experience & Education
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University of Illinois at Urbana-Champaign
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Courses
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Applied Machine Learning
CS 498
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Computer Photography
CS 445
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Computer Vision
16385
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Convex Optimization
IE 521
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Data Mining
CS 412
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Deep Learning for Healthcare
CS 598
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Foundations of Data Curation
CS 598
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Interactive Computer Graphics
CS 418
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Intermediate Statistics
10705
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Introduction to Database Management
90728
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Machine Learning
10701
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Machine learning in NLP
CS 546
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Natural Language Processing
CS 447
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Practical Statistical Learning
CS 598
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Reinforcement learning
CS 498
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Scientific Visualization
CS 519
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Software Engineering
CS 427
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Statistical Machine Learning
10702
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Text Information Systems
CS 410
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Topics in Deep Learning
10707
Projects
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Automated compliance checking on construction site
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Develop natural language processing and computer vision-based approaches for supporting automated code checking
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Information retrieval for construction safety documents
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• 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)
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• 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
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• 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
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• 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
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• 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
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Pokrajac Engineering Fellowship
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China National Scholarship
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Kwang-Hua Scholarship
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Languages
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Chinese
Native or bilingual proficiency
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English
Professional working proficiency
Organizations
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Shotokan Karate Club
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- Present
More activity by Xiyu
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Breaking barriers between academia and industry, Professor Mario Bergés is now an Amazon Scholar, bringing his expertise to energy and sustainability…
Breaking barriers between academia and industry, Professor Mario Bergés is now an Amazon Scholar, bringing his expertise to energy and sustainability…
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Last semester I had an excellent opportunity to teach one of the main Civil and Environmental Engineering courses at the University of Illinois…
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
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BioGPT, a domain-specific generative model pre-trained on large-scale biomedical literature, has achieved human parity, outperformed other general…
BioGPT, a domain-specific generative model pre-trained on large-scale biomedical literature, has achieved human parity, outperformed other general…
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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…
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US Nanny Association has the highest industry standards and certifies Nannies, Newborn and Infant Care and Professional Nannies. Certification…
US Nanny Association has the highest industry standards and certifies Nannies, Newborn and Infant Care and Professional Nannies. Certification…
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