Publications

• Elahe Ghalebi, Hamidreza Mahyar, Radu Grosu, and Sinead A. Williamson, "Dynamic Nonparametric Edge-Clustering Model for Time-Evolving Sparse Networks", in https://arxiv.org/abs/1905.11724

• Hamidreza Mahyar, Rouzbeh Hasheminezhad, and H. Eugene Stanley, "Compressive Closeness in Networks", in https://arxiv.org/abs/1906.08335

• Hamidreza Mahyar, Peter Tulala, Hamid R. Rabiee, and Radu Grosu, "Generative Adversarial Networks for Clustering Semiconductor Wafer Maps", in Proc of the 32nd Conference on Neural Information Processing Systems (NeurIPS), ML for Systems Workshop, Montreal, Canada, December 2018. [Poster]

• Hamidreza Mahyar, Rouzbeh Hasheminezhad, Elahe Ghalebi, Radu Grosu, H. Eugene Stanley, "A Compressive Sensing Framework for Distributed Detection of High Closeness Centrality Nodes in Networks", in Proc The International Conference on Complex Networks and Their Applications (Complex Networks), Cambridge, United Kingdom, December 2018, pp. 91-103. [Oral Presentation] Studies in Computational Intelligence, vol. 813 [Springer Link]

• Hamidreza Mahyar, Rouzbeh Hasheminezhad, Elahe Ghalebi, Ali Nazemian, Radu Grosu, Ali Movaghar, and Hamid R. Rabiee, "Identification of Central Nodes for Information Flow in Social Networks using Compressive Sensing", in Social Network Analysis and Mining (SNAM), vol. 8(1):33, December 2018. DOI: 10.1007/s13278-018-0506-1. [Springer Link]

• Peter Tulala*, Hamidreza Mahyar*, Elahe Ghalebi, and Radu Grosu, "Unsupervised Wafermap Patterns Clustering via Variational Autoencoders", in Proc The International Joint Conference on Neural Networks (IJCNN), Rio de Janeiro, Brazil, July 2018, pp. 1-8. (*Authors contributed equally)[Oral Presentation] [IEEE Xplore]

• Hamidreza Mahyar, Rouzbeh Hasheminezhad, Elahe Ghalebi, Ali Nazemian, Radu Grosu, Ali Movaghar, and Hamid R. Rabiee, "Compressive Sensing of High Betweenness Centrality Nodes in Networks", in Physica A: Statistical Mechanics and its Applications, vol. 497, pp. 166-184, May 2018. DOI: 10.1016/j.physa.2017.12.145 [Elsevier Link]

• Radu Grosu, Elahe Ghalebi, Ali Movaghar, and Hamidreza Mahyar, "Compressed Sensing in Cyber Physical Social Systems", in Principles of Modeling, LNCS, vol. 10760, pp. 287-305, July 2018. (Presented in Edward A. Lee Festschrift Symposium, Berkeley, USA, October 2017) DOI: 10.1007/978-3-319-95246-8_17 [Springer Link]

• Hamidreza Mahyar*, Elahe Ghalebi*, Hamid R. Rabiee, and Radu Grosu, "The Bottlenecks in Biological Networks", in Proc of the 34th International Conference on Machine Learning (ICML), Computational Biology Workshop, Sydney, Australia, August 2017. (*Authors contributed equally)

• Elahe Ghalebi*, Hamidreza Mahyar*, Radu Grosu, and Hamid R. Rabiee, "Compressive Sampling for Sparse Recovery in Networks", in Proc of the 23rd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 13th International Workshop on Mining and Learning with Graphs, Halifax, Nova Scotia, Canada, August 2017. (*Authors contributed equally)

• S. Mohammad Taheri, Hamidreza Mahyar, Mohammad Firouzi, Elahe Ghalebi, Radu Grosu, and Ali Movaghar, "HellRank: A Hellinger-based Centrality Measure for Bipartite Social Networks", in Social Network Analysis and Mining (SNAM), vol. 7(1), May 2017. DOI: 10.1007/s13278-017-0440-7. [Springer Link]

• S. Mohammad Taheri, Hamidreza Mahyar, Mohammad Firouzi, Elahe Ghalebi, Radu Grosu, and Ali Movaghar, "Extracting Implicit Social Relation for Social Recommendation Techniques in User Rating Prediction", in Proc of the 26th International World Wide Web Conference (WWW), Perth, Australia, April 2017, pp. 1343-1351. [ACM DL]

• S. Mojde Morshedi, Hamidreza Mahyar, and Ali Movaghar, "Influence-based Community Detection in Social Recommender Systems", in Proc European Conference on Social Networks (EUSN), Paris, France, June 2016.

• S. Mohammad Taheri, Hamidreza Mahyar, Mohammad Firouzi, and Ali Movaghar, "Similarity-based Ranking of User Influence in Bipartite Social Networks", in Proc European Conference on Social Networks (EUSN), Paris, France, June 2016.

• Hamidreza Mahyar, Hamid R. Rabiee, Ali Movaghar, Rouzbeh Hasheminezhad, Elahe Ghalebi, and Ali Nazemian, "A Low-cost Sparse Recovery Framework for Weighted Networks under Compressive Sensing", in Proc IEEE International Conference on Social Computing and Networking (SocialCom), Chengdu, China, December 2015, pp. 183-190. [IEEE Xplore] [Project Code]

• Hamidreza Mahyar, Hamid R. Rabiee, Ali Movaghar, Elahe Ghalebi, and Ali Nazemian, "CS-ComDet: A Compressive Sensing Approach for Inter-Community Detection in Social Networks", in Proc IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Paris, France, August 2015, pp. 89-96. [IEEE Xplore]

• Hamidreza Mahyar, "Detection of Top-K Central Nodes in Social Networks: A Compressive Sensing Approach", in Proc IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Paris, France, August 2015, pp. 902-909. [IEEE Xplore]

• Hamidreza Mahyar, Hamid R. Rabiee, and Zakieh S. Hashemifar, "UCS-NT: An Unbiased Compressive Sensing Framework For Network Tomography", in Proc 38th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vancouver, Canada, May 2013, pp. 4534-4538. [IEEE Xplore]

• Hamidreza Mahyar, Hamid R. Rabiee, Zakieh S. Hashemifar, and Payam Siyari, "UCS-WN: An Unbiased Compressive Sensing Framework for Weighted Networks", in Proc 47th Conference on Information Sciences and Systems (CISS), Baltimore, USA, March 2013, pp. 1-6. [IEEE Xplore]

• Hamidreza Mahyar, "Reliable and High-Speed KASUMI Block Cipher by Residue Number System Code", World Applied Sciences Journal (WASJ), vol. 17, issue 9, pp. 1149-1158, 2012. ISSN 1818-4952

• Hamidreza Mahyar, "A Novel Design of the KASUMI Block Cipher Using One-Hot Residue Number System", Middle East Journal of Scientific Research (MEJSR), vol 11, issue 8, pp. 1078-1086, 2012. ISSN 1990-9233

• Hamidreza Mahyar, Alireza Mahyar, and Ali Mohammad Afshin Hemmatyar, "Survey on Wireless Sensor Networks, Applications, and Challenges", Informatics Society of Iran (ISI), No. 198, pp. 16-34, 2011

• Hamidreza Mahyar and Hamid R. Rabiee, "Towards Unbiased Compressive Sensing for Network Tomography", Sharif University of Technology, Digital Media Laboratory (DML), Technical Report, , No. CNET-DML-1391-003, November 2012

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

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

LinkedIn


 

Contact Information