Hamidreza Mahyar Homepage

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Hamidreza Mahyar :: حمیدرضا ماهیار

Hamidreza Mahyar

Research Scholar

Prof. Stanley's Group

Boston University (BU)

E-mail      hmahyar@bu.edu

Address   590 Commonwealth Avenue, Room 202,
                Boston, Massachusetts 02215


Homepage at Google scholar

Homepage at ResearchGate

Homepage at LinkedIn

Short Biography

Hamidreza Mahyar is a Research Scholar at Boston University (BU) under supervision of Prof. Eugene Stanley. He was Postdoctoral Research Fellow, working on SemI40 and iDev40 projects for Infineon Technologies, at Vienna University of Technology (TU Wien), Austria. Hamidreza received his Ph.D. degree in Computer Engineering at Sharif University of Technology (SUT) in February 2018. He has been visiting research scholars at Max Planck Institute for Software Systems (MPI-SWS), and TU Wien, working on Machine Learning over Graphs. Hamidreza has been the head of Compressive Sensing over Networks (CSN) and also Social Recommender Systems (SRS) groups at SUT and TU Wien. In addition to his research experience, he has also eleven years of experience in teaching as an instructor and supervision of more than twenty students. Hamidreza has been working for twelve years in various projects and enterprise companies. He is now Co-founder and CEO of Assister.Ai, an AI-empowered Software Assistant startup, in Toronto, Canada. His research interests lie in the area of Machine Learning, Deep Neural Networks, Social Network Analysis and Mining, Recommender Systems, Representation Learning, Natural Language Processing.


Awards and Honors

Publications


Talks

  • Tutorial on "Practical Machine Learning in Aviation Industry", November 2018.

  • "Compressive Sensing in CPSS/IoT Revolution (Cyber Physical Social Systems/Internet of Things)", KiTEX, Kish Island, April 2018.

  • "Compressive Sensing of Large-scale Social Networks", Institute of Telecommunications, Vienna University of Technology, June 2017.

  • "Bayesian Network-Based Fault Prognostic Approach for Semiconductor Manufacturing Process", 18th IEEE International Conference on Industrial Technology, Toronto, Canada, March 2017.

  • "Detection of Central Nodes in Social Networks", Seminar in Group of Discrete Mathematics and Its Applications in Computer Science, Department of Mathematical Sciences, Sharif University of Technology, April 2016.

  • "Success starts with understanding your customers", Startup Trigger 3, Sharif University of Technology, September 2016.



 

Teaching and Research Experiences

Spring 2016: Lecturer, Principles of Computer System Design, Department of Mathematical and Computer Sciences, Sharif University of Technology, Tehran, Iran.

Fall 2015: Lecturer, Data Communication and Computer Networks, Department of Mathematical and Computer Sciences, Sharif University of Technology, Tehran, Iran.

Spring 2015: Lecturer, Principles of Computer System Design, Department of Mathematical and Computer Sciences, Sharif University of Technology, Tehran, Iran.

Spring 2015: Lecturer, Operating System, Department of Mathematical and Computer Sciences, Sharif University of Technology, Tehran, Iran.

Spring 2015: Lecturer, Data Structure and Algorithm, Department of Computer Engineering, Sharif University of Technology, Tehran International Campus, Tehran, Iran.

Spring 2015: Lecturer, English for IT Engineering, Department of Computer Engineering, Sharif University of Technology, Tehran International Campus, Tehran, Iran.

Fall 2014: Lecturer, Data Communication and Computer Networks, Department of Mathematical and Computer Sciences, Sharif University of Technology, Tehran, Iran.

Fall 2014: Lecturer, English for IT Engineering, Department of Computer Engineering, Sharif University of Technology, Tehran International Campus, Tehran, Iran.

Spring 2014: Lecturer, Data Structure and Algorithm, Department of Computer Engineering, Sharif University of Technology, Tehran International Campus, Tehran, Iran.

Spring 2014: Lecturer, Operating System, Department of Mathematical and Computer Sciences, Sharif University of Technology, Tehran, Iran.

Spring 2014: Lecturer, English for IT Engineering, Department of Computer Engineering, Sharif University of Technology, Tehran International Campus, Tehran, Iran.

Nov. 2013 - Present: Research Assistant, Performance and Dependability Laboratory (PDL), Department of Computer Engineering, Sharif University of Technology, Tehran, Iran.

Fall 2013: Lecturer, English for IT Engineering, Department of Computer Engineering, Sharif University of Technology, Tehran, Iran.

Fall 2012-Spring 2013-Fall 2013: Lecturer, Computer Networks Lab., Department of Computer Engineering, Sharif University of Technology, Tehran, Iran.

Spring 2013: Teaching Assistant, Multimedia Networks, Department of Computer Engineering, Sharif University of Technology, Tehran, Iran.

Oct. 2011 - Nov. 2013: Research Assistant, Mobile Value Added Services Laboratory (VASLAB), Department of Computer Engineering, Sharif University of Technology, Tehran, Iran.

Oct. 2011 - Nov.2013: Research Assistant, Digital Media Laboratory (DML), Department of Computer Engineering, Sharif University of Technology, Tehran, Iran.

Fall 2011: Lecturer, Computer Networks Security, Department of Computer Engineering, University of Applied Science, Tehran, Iran.

Fall 2011: Lecturer, Network Management Operating Systems, Department of Computer Engineering, University of Applied Science, Tehran, Iran.

Spring 2008: Lecturer, Electronic Commerce (e-Commerce), Department of Computer Engineering, University of Applied Science, Tehran, Iran.

Spring 2008: Lecturer, Principles of Web Design (HTML), Department of Computer Engineering, University of Applied Science, Tehran, Iran.

Spring 2008: Lecturer, English for Computer Engineering, Department of Computer Engineering, University of Applied Science, Tehran, Iran.

Summer 2007 - Spring 2008: Lecturer, Information Storage and Retrieval, Department of Computer Engineering, Management and Technology Institute of Amirkabir, Tehran, Iran.

Research Interests

  • Machine Learning
  • Deep Neural Networks
  • Social Network Analysis and Mining
  • Recommendation Systems
  • Representation Learning on Graphs
  • Natural Language Processing

Professional Activities

  • Reviewer for IEEE Transactions on Communications, 2019-now

  • Reviewer for IEEE Transactions on Semiconductor Manufacturing, 2019-now

  • Reviewer for Springer journal of Social Network Analysis and Mining, 2015-2018

  • Reviewer for IEEE Signal Processing Letters, 2018

  • Reviewer for The 18th International Conference on Runtime Verification (RV), 2018

  • Reviewer for IEEE International Conference on Intelligent Computer Communication and Processing (ICCP), 2018

  • Program Committee for The International Conference on Knowledge Technologies and Data-driven Business (i-KNOW), 2017

  • Reviewer for Elsevier journal of Information Systems, 2017

  • Technical Committee for The International Conference on Information Technology and Science, 2017

  • Reviewer for IEEE International Conf. on Intelligent Computer Communication and Processing, 2017

  • Reviewer for Iranian Journal of Electrical and Computer Engineering, 2017

  • Sub-reviewer for International Workshop on Science, Application and Methods in Industry 4.0, 2016

  • Reviewer for Elsevier International Journal of Computer and Electrical Engineering, 2011-2015

  • Reviewer for ASE/IEEE International Conference on Social Computing, 2013

  • Sub-reviewer for IEEE Wireless Communications and Networking Conference, 2013

  • Organizing and Technical Committee for CSI International Symposium on Artificial Intelligence and Signal Processing, 2013

  • Organizing and Technical Committee for CSI International Symposium on Computer Networks and Distributed Systems, 2013

  • Organizing and Technical Committee for CSI International Symposium on Computer Science and Software Engineering, 2013

  • Sub-reviewer for ASE/IEEE International Conference on Social Informatics, 2012

  • Sub-reviewer for IEEE Symposium on Industrial Electronics and Applications, 2012

  • Sub-reviewer for IEEE International Conference on Imaging Systems and Techniques, 2012


Industrial Experiences

Contact Information


Prof. Stanley's Group
 

590 Commonwealth Avenue, Room 202, Boston, Massachusetts 02215


E-mail:    hmahyar@bu.edu
Homepage:  http://ce.sharif.edu/~hmahyar/


Cyber-Physical Systems Group
 

TU Wien, Department of Computer Engineering, Treitlstraße 3, 1040 Vienna, Austria.


E-mail:    hmahyar@cps.tuwien.ac.at
Homepage:  https://ti.tuwien.ac.at/cps/people/mahyar