Betreute Abschlussarbeiten

  • Issue Specific Audio Event detection using Deep Learning (Master, October 2019)
  • Videobasiertes Situationsbewusstseinssystem mit Datenschutz (Master, July 2020)
  • Entwurf und Implementierung eines auf Schwingungssignalen basierenden Kontextwahrnehmungssystems (Master, November 2020)
  • Kontextbewusstes Internet der Dinge Plattformdesign und Implementierung (Bachelor, November 2020)
  • Schätzung der binären Laufrichtung und der Anzahl der gehenden Personen mithilfe von maschinellem Lernen (Bachelor, November 2020)
  • Design und Implementierung eines KI-orientierten 3D Smart Home Simulators (Bachelor, März 2021)
  • AI-basierter Streaming-Massenmessungsansatz Entwurf und Implementierung von Schlüsselalgorithmen (Master, June 2021)
  • DeepWolf: Data set construction toward artificial intelligence-based identity recognition of werewolf (Bachelor, July 2021)
  • DeepWolf: Artificial intelligence-based identity recognition in the Game of Werewolf (Semantic Analysis Direction) (Master, October 2021)
  • DeepWolf: Artificial intelligence-based identity recognition in the Game of Werewolf (Intonation, Sentiment Analysis Direction) (Master, October 2021)

Research Interests

  • Machine Learning, Deep Learning, Reinforcement Learning and Machine Learning based Application
  • Context-aware Computing
  • AI-based Context Recognition
  • Cyber-Physical AI Systems
  • Pervasive Computing and Internet of Things

Selected Projects

  • Research project “Privacy Mechanisms”, funded by Evonik

Academic Services

Journal Reviewer

  • Neural Computing and Applications
  • IEEE Access


Publikationen (10)

2023 (1)

  • Yu, Yang and Carl, Oskar and Hussain, Shabir and Hou, Weiyan and Weis, Torben
    A Privacy-Protecting Step-Level Walking Direction Detection Algorithm Based on Floor Vibration
    In: IEEE Sensors Journal

2022 (2)

  • Yu, Yang and Qin, Xiangju and Hussain, Shabir and Hou, Weiyan and Weis, Torben
    Pedestrian Counting Based on Piezoelectric Vibration Sensor
    In: Applied Sciences
  • Shabir Hussain and Muhammad Ayoub and Ghulam Jilani and Yang Yu and Akmal Khan and Junaid Abdul Wahid and Muhammad Farhan Ali Butt and Guangqin Yang and Dietmar P.F. Moller and Hou Weiyan
    Aspect2Labels: A novelistic decision support system for higher educational institutions by using multi-layer topic modeling approach
    In: Expert Systems with Applications

2021 (2)

  • Carl, Oskar and Zdankin, Peter and Schaffeld, Matthias and Matkovic, Viktor and Yu, Yang and Elbers, Timo and Weis, Torben
    Persistent Streams: The Internet With Ephemeral Storage
    In: Tagungsband des FG-BS Herbsttreffens 2021
  • Hussain, Shabir and Yu, Yang and Ayoub, Muhammad and Khan, Akmal and Rehman, Rukhshanda and Wahid, Junaid Abdul and Hou, Weiyan
    IoT and Deep Learning Based Approach for Rapid Screening and Face Mask Detection for Infection Spread Control of COVID-19
    In: Applied Sciences

2020 (2)

  • Yu, Yang and Waltereit, Marian and Matkovic, Viktor and Hou, Weiyan and Weis, Torben
    Deep Learning-based Vibration Signal Personnel Positioning System
    In: IEEE Access
  • Yu, Yang and Weis, Torben
    A Privacy-Protecting Indoor Emergency Monitoring System based on Floor Vibration
    In: Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers

2013 (1)

  • Yu, Yang
    Temperature-controlled water saving valve
    In: Patent {CN}202812427U

2012 (2)

  • Yu, Yang
    Large powder material storage
    In: Patent {CN}202509831U
  • 于洋(Yu, Yang)
    In: 中国新通信


WiSe 20/21

SoSe 2020

WiSe 19/20

WiSe 18/19

Yang Yu

Wissenschaftlicher Mitarbeiter



  • Gebäude BC, Raum 317
  • Bismarckstr. 90 47057 Duisburg, Deutschland

Consultation hour

Nach Vereinbarung


seit 06/2018

Doktorand, Wissenschaftlicher Mitarbeiter, Fachgebiet Verteilte Systeme, Universität Duisburg-Essen


Master of Science in Eingebettet Systeme Ingenieurwesen, Universität Duisburg-Essen

10/2015 - 06/2018

Studium der Eingebettet Systeme Ingenieurwesen, Universität Duisburg-Essen

09/2014 - 09/2015

Laborassistent, Zhengzhou Universität

06/2013 - 09/2015

Mitgründer, Chief Information Officer, Assistent des Präsidenten, Anyang Cenluxuriant Silo Co., Ltd.


Bachelor of Engineering in Kommunikation Ingenieurwesen, Zhengzhou Universität

07/2009 - 06/2013

Studium der Kommunikation Ingenieurwesen, Zhengzhou Universität