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Presentations

  • E. Hossain (with H. Tabassum, H.-C. Yang, and M.-S. Alouini), "Design and Optimization of NeXt Generation (XG) Multi-band RF/THz/Optical Networks," IEEE PIMNRC 2024, Valencia, Spain, Half-day tutorial, September 02, 2024.
  • E. Hossain, "Domain generalization in machine learning models for wireless communications: Concepts, methods, and open challenges," IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM'24), Victoria, BC, Canada, August 21-23, 2024. (Keynote Talk)
  • E. Hossain (with H. Tabassum, H.-C. Yang, and M.-S. Alouini), "Design and Optimization of NeXt Generation (XG) Multi-band RF/THz/Optical Networks," IEEE ICC 2024, Denver, Colorado, USA, Half-day tutorial, June 09, 2024.
  • E. Hossain (with D. Wu and X. Liu), "Meta learning for future wireless networks: Basics and applications," IEEE ICC 2023, Rome, Italy, Half-day tutorial, May 28, 2023.
  • E. Hossain, "Reconfigurable Intelligent Metasurfaces for Smart Radio Communications in 6G," The 19th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob'23), Montreal, Canada, June 21-23, 2023. (Keynote Talk)
  • E. Hossain, "Machine learning-based channel estimation in RIS-aided wireless systems," AIDRC Seminar Series, Technology Innovation Institute (TII), December 20, 2022. (Invited Talk)
  • E. Hossain, "On machine learning-based channel estimation in fully-passive RIS-aided wireless systems," Huawei Future Wireless Research Workshop, December 13, 2022. (Invited Talk)
  • E. Hossain (with D. Wu and X. Liu), " Meta learning for future wireless networks: Basics and applications," IEEE Globecom 2022, Half-day tutorial, December 08, 2022.
  • E. Hossain (with H. Dinh, s. Gong, and D. Niyato), "Distributed machine learning techniques for 6G networks: A tutorial," IEEE Globecom 2022, Half-day tutorial, December 04, 2022.
  • E. Hossain, "Federated learning and its application in 6G wireless networks," Abu Dhabi 6G Summit, Abu Dhabi, UAE, November 04, 2022. (Invited Talk)
  • E. Hossain, " Stochastic multi-armed bandits with knapsack and their application in wireless networks," IEEE 6G Training School, New York University at Abu Dhabi, UAE, November 02, 2022. (Invited Talk)
  • E. Hossain, " Stochastic multi-armed bandit with knapsack and it's application in edge computing networks," The 47th IEEE Conference on Local Computer Networks (LCN), September 26, 2022. (Keynote Talk)
  • E. Hossain, " Federated learning in wireless networks," 2nd SNU-BK Workshop on Next-generation Wireless Communication and Networking, August 31, 2022. (Invited Talk (online))
  • E. Hossain, " Stochastic multi-armed bandit with knapsack and it's application in edge computing networks," LIONS Seminar Series , Arizona State University, USA, April 15, 2022. (Invited Talk (online))
  • E. Hossain (with H. Dinh, S. Gong, and D. Niyato), " Deep reinforcement learning and transfer learning for future wireless networks," IEEE Globecom 2021, Half-day tutorial, December 2022.
  • E. Hossain, " Distributed machine learning in cellular wireless networks: How to engineer federated learning," International Workshop on Future Computing and Networking, Changchuan, China, December 18, 2021. (Keynote Talk (online))
  • E. Hossain, " Distributed wireless edge intelligence and multi-armed bandit problems," Huawei Future Wireless Research Workshop, November 30, 2021. (Invited Talk (online))
  • E. Hossain, "Spectrally-efficient multiple access design for beyond 5G/6G networks exploiting deep reinforcement learning," 6th International Multi-Topic ICT Conference 2021, Jamshoro, Pakistan, November 11, 2021. (Keynote Talk (online))
  • E. Hossain, "Computation offloading and activation of mobile edge computing servers using minority game models," hosted by IEEE ComSoc Technical Committee on Communications Software, November 08, 2021. (Invited Talk (online))
  • E. Hossain, "Multi-agent learning for future networked systems: Federated learning and deep reinforcement learning," Huawei Workshop, August 04, 2021. (Invited Talk (online))
  • E. Hossain, "Federated learning in cellular wireless networks," Huawei Workshop on ``Integrated Sensing and Communication for 6G", June 29, 2021. (Invited Talk (online))
  • E. Hossain (with H. Dinh, S. Gong, and D. Niyato), " Deep reinforcement learning and its applications in future wireless networks," IEEE ICC 2021, Half-day tutorial, May 2021.
  • E. Hossain, "Spectrally-efficient multiple access design for beyond 5G/6G networks exploiting deep reinforcement learning," hosted by IEEE ComSoc Technical Committee on Computer Systems Integration and Modeling (CSIM), March 01, 2021. (Invited Talk (online))
  • E. Hossain, "Spectrally-efficient multiple access design for beyond 5G/6G networks exploiting deep reinforcement learning," the 2nd post European Cooperation in Science and Technology (COST) CA15104 IRACON (Inclusive Radio Communication Networks) Meeting , February 08, 2021. (Keynote Talk (online))
  • E. Hossain, "Federated learning in unreliable and resource-constrained cellular wireless networks," Samsung AI Research Centre, January 19, 2021, Montreal, Canada. (Invited Talk (online))
  • E. Hossain, "Spectrally-efficient multiple access design in the beyond 5G era: From cellular NOMA to cell-free NOMA," 1st BEST-NEST Invitational Online Workshop on New Paradigms in Intelligent Spectrum Management and Regulation: Future Directions, Technologies, Standards and Applications", WPI, MA, USA, November 03, 2020. (Invited Talk)
  • E. Hossain, "Spatio-temporal interference correlation in large-scale cellular networks," Huawei Future Wireless Research Workshop, October 29, 2020, Ottawa, Canada. (Invited Talk)
  • E. Hossain, "Evolution toward 6G: Several key technologies and promises of machine learning," The12th International Conference on Wireless Communications and Signal Processing (WCSP 2020), October 23, 2020. (Keynote Talk)
  • E. Hossain, "Computation offloading and activation of mobile edge computing servers: Minority game models," October 21, 2020, Portland, Oregon, USA. (IEEE Distinguished Lecture)
  • E. Hossain, "Computation offloading and activation of mobile edge computing servers: Minority game models," October 20, 2020, San Diego, USA. (IEEE Distinguished Lecture)
  • E. Hossain, "Machine learning for wireless communications systems," October 07, 2020, Kerala, India. (IEEE Distinguished Lecture)
  • E. Hossain, "Wireless systems design in the beyond 5G era: Promises of deep learning and deep reinforcement learning," September 27, 2020, Jordan. (IEEE Distinguished Lecture)
  • E. Hossain, "Machine learning for wireless communications systems," September 23, 2020, Srilanka. (IEEE Distinguished Lecture)
  • E. Hossain, "Radio resource allocation in the beyond 5G era: Promises of deep learning and deep reinforcement learning," June 24, 2020, Malaysia. (IEEE Distinguished Lecture)
  • E. Hossain, "Radio resource allocation in the beyond 5G era: Promises of deep learning and deep reinforcement learning," May 18, 2020, Ecuador. (IEEE Distinguished Lecture)
  • E. Hossain, "Radio resource allocation in the beyond 5G era: Promises of deep learning and deep reinforcement learning," 2020 Taiwan Telecommunications Annual Conference (Telecom 2020), January 17, 2020, Kaohsiung, Taiwan. (IEEE Distinguished Lecture)
  • E. Hossain, "Spatio-temporal interference and retransmission diversity in large-scale cellular networks," Queen's University, Kingston, Ontario, Canada, September 06, 2019. (IEEE Distinguished Lecture)
  • E. Hossain, "Radio resource allocation in the beyond 5G era: Promises of deep learning and deep reinforcement learning," Sungkyunkwan University, Suwon, Korea, July 22, 2019.
  • E. Hossain, "Radio resource allocation in the beyond 5G era: Promises of deep learning and deep reinforcement learning," Swinburne University of Technology, Melbourne, Australia, July 19, 2019. (IEEE Distinguished Lecture)
  • E. Hossain, "Radio resource allocation in the beyond 5G era: Promises of deep learning and deep reinforcement learning," University of Adelaide, Adelaide, Australia, July 18, 2019. (IEEE Distinguished Lecture)
  • E. Hossain, "Radio resource allocation in the beyond 5G era: Promises of deep learning and deep reinforcement learning," Australian National University, Canberra, Australia, July 17, 2019. (IEEE Distinguished Lecture)
  • E. Hossain, "Radio resource allocation in the beyond 5G era: Promises of deep learning and deep reinforcement learning," University of Technology, Sydney, Australia, July 15, 2019. (IEEE Distinguished Lecture)
  • E. Hossain, "Deep Reinforcement Learning for Radio Resource Allocation in Large Cellular Networks," AICON 2019 - EAI International Conference on Artificial Intelligence for Communications and Networks, May 25, Harbin, China. (Key-note talk)
  • E. Hossain, "On multiple access and resource allocation in beyond 5G cellular," Huawei Beyond 5G and 6G Workshop, Ottawa, Canada, 15 April 2019.
  • E. Hossain, "Deep learning for resource allocation in wireless networks," 14th International Conference on Advanced Data Mining and Applications (ADMA), Nanjing, China, 16 November 2018. (Key-note talk)
  • E. Hossain, "Computation offloading and activation of mobile edge computing servers: Minority game models," Nanjing University, China, 15 November 2018.
  • E. Hossain, "Computation offloading and activation of mobile edge computing servers: Minority game models," South East University, China, 15 November 2018.
  • E. Hossain, "Computation offloading and activation of mobile edge computing servers: Minority game models," Hohai University, Nanjing, China, 14 November 2018.
  • E. Hossain, "Computation offloading and activation of mobile edge computing servers: Minority game models," Nanjing University of Aeronautics and Astronautics, China, 13 November 2018.
  • E. Hossain, "Computation offloading and activation of mobile edge computing servers: Minority game models," University of Waikato, New Zealand, 12 October 2018.
  • E. Hossain, "Computation offloading and activation of mobile edge computing servers: Minority game models," University of Otago, New Zealand, 10 October 2018.
  • E. Hossain, "On interference modeling in random carrier-sense multiple access wireless networks," Auckland University of Technology (AUT), New Zealand, 09 October 2018.
  • E. Hossain, "On stochastic geometry-based modeling and analysis of 5G cellular wireless networks," 2018 IEEE Colombian Conference on Communications and Computing (COLCOM), Bogota, Colombia, 17 May 2018. (Key-note talk)
  • E. Hossain, "Activation of mobile edge computing servers under user QoE constraint: A minority game model," Universidad de los Andes, Colombia, 15 May 2018.
  • E. Hossain, "Computation offloading and activation of mobile edge computing servers: Minority game models," Sungkyunkwan University (SKKU), Korea, 11 December 2017.
  • E. Hossain, "Computation offloading and activation of mobile edge computing servers: Minority game models," Nanyang Technological University, Singapore, 07 December 2017.
  • E. Hossain, "Activation of mobile edge computing servers under user QoE constraint: A minority game model," Guangdong University of Technology, China, 24 October 2017.
  • E. Hossain, "Multi-tier drone cell network: A new frontier for 5G research," Department of Signals and Systems, Chalmers University, Sweden, 19 May 2017.
  • E. Hossain, "Non-orthogonal multiple access (NOMA) for 5G wireless," School of Electrical Engineering, KTH, Sweden, 18 May 2017.
  • E. Hossain, "Non-orthogonal multiple access (NOMA) for 5G wireless," Department of Signals and Systems, Chalmers University, Sweden, 17 May 2017.
  • E. Hossain, "On coalition-based cooperative packet delivery in vehicular delay-tolerant networks under uncertainty," 11th International Workshop on Communication Technologies for Vehicles, Halmstad, Sweden, 13-14 September, 2016. (Invited talk)
  • E. Hossain, "On coalition-based cooperative packet delivery in vehicular delay-tolerant networks under uncertai vehicular delay-tolerant networks under uncertainty," Department of Signals and Systems, Chalmers University, Sweden, 12 September 2016.
  • E. Hossain, "Virtualization of 5G cellular networks as a hierarchical combinatorial auction," Department of Computer Science, University of Victoria, Canada, 24 June 2016.
  • E. Hossain, "Stochastic geometry modeling of large-scale wireless networks," Ryerson University, Toronto, Canada, 14 April 2016.
  • E. Hossain, "On interference modeling in random carrier-sense multiple access wireless networks," Trinity College Dublin, 02 December 2015.
  • E. Hossain, "On interference modeling in random carrier-sense multiple access wireless networks," University of Victoria, Canada, 23 November 2015.
  • E. Hossain, "5G cellular: Key enabling technologies and research challenges," University of Sao Paulo, Brazil, 12 November 2015.
  • E. Hossain, "Go green! Energy-efficient smart phones for 5G networks," Motorola Labs, Campinas, Brazil, 11 November 2015.
  • E. Hossain, "On interference modeling in random carrier-sense multiple access wireless networks," Universidade Federal do Rio de Janeiro (UFRJ), Brazil, 10 November 2015.
  • E. Hossain, "5G celllar: Key enabling technologies and research challenges," Department of ElectricalPontifical Catholic University of Rio de Janeiro (PUC-Rio), Brazil, 09 November 2015.
  • E. Hossain, "Virtualization of 5G cellular networks as a hierarchical combinatorial auction," Department of Electrical and Computer Engineering, North Dakota State University, Fargo, ND, USA, 09 October 2015.
  • E. Hossain, "Evolution toward 5G networks: Research initiatives at the University of Manitoba," Huawei Canada Research Centre, Ottawa, Canada, 05 October 2015.
  • E. Hossain, "Virtualization of 5G cellular networks as a hierarchical combinatorial auction," Department of Computer Science, State University of New York at Stony Brook, 04 August 2015.
  • E. Hossain, "LTE/LTE-A radio analytics," MORR Transportation Consulting, Winnipeg, MB, Canada, 30 June 2015.
  • E. Hossain, "Backhauling 5G small cells: Challenges and potential approaches," Keynote Talk, presented in IEEE Workshop on Next Generation Backhaul/Fronthaul Networks (BackNets 2015), in conjunction with IEEE ICC 2015, 08 June 2015, London, UK.
  • E. Hossain, "Stochastic geometry-based modeling and analysis of cognitive and energy harvesting D2D communication in cellular networks," University of Waterloo, Canada, 15 April 2015.
  • E. Hossain, "Evolution towards 5G cellular networks: Radio resource and interference management issues and approaches," Half-day tutorial, presented in IEEE Globecom 2014, Austin, TX, USA, 8 December 2014.
  • E. Hossain, "Evolution towards 5G cellular networks: A radio resource and interference manapement Perspective," Half-day tutorial, presented in IEEE ICC 2014, Sydney, Australia, 10 June 2014.
  • E. Hossain and H. ElSawy, "Topology-aware modeling, analysis, and design of multi-tier cellular networks: A tutorial," Half-day tutorial, presented in IEEE Globecom 2013, Atlanta, GA, USA, December 2013.
  • E. Hossain, "Self-organizing small cell networks: A tutorial," half-day tutorial, presented in IEEE Conference on Communications (ICC'13), Budapest, Hungary, 9-13 June 2013.
  • E. Hossain, "Stochastic geometry for modeling, analysis, and design of heterogeneous cellular wireless networks," University of Waterloo, Canada, 14 May 2013.
  • E. Hossain, "Modeling, analysis, and design of multi-tier and cognitive cellular wireless networks," National Chiao Tung University, Taiwan, 29 April 2013.
  • E. Hossain, "Modeling, analysis, and design of multi-tier and cognitive cellular wireless networks," Sungkyunkwan University, Korea, 26 April 2013.
  • E. Hossain, "Interference modeling in random carrier-sense multiuple access wireless networks," University of Calgary, Canada, 03 April 2013.
  • E. Hossain, "Dynamic spectrum access in cognitive radio networks," Multimedia University, Melaka, Malaysia, 27 February 2013.
  • E. Hossain, "On writing technical papers and publishing in IEEE Journals," Universiti Putra Malaysia (UPM), 28 February 2013.
  • E. Hossain, "Interference modeling in random carrier-sense multiple access wireless networks," MIMOS Berhad, Technology Park Malaysia, Kuala Lumpur, Malaysia, 26 February 2013.
  • E. Hossain, "Radio resource management in next generation hierarchical cellular wireless networks," Universiti Malaysia Perlis (UNIMAP), 25 February 2013.
  • E. Hossain, "Two-tier HetNets with cognitive femtocells in a multichannel environment: Modeling and analysis using stochastic geometry," 2012 Sendai International Workshop on Advanced Wireless Communication Technologies and Robust Networks, Tohoku University, Japan, 21 December, 2012.
  • E. Hossain, "Coalition-based packet delivery under uncertainty: A dynamic Bayesian colaitional game," Connected-Vehicles Workshop, University of Toronto, Canada, 17 August, 2012.
  • E. Hossain and Long B. Le, "Radio resource management in femto-cell networks," half-day tutorial presented in IEEE Int. Conf. on Communications (ICC 2012), Ottawa, ON, Canada, 10-15 June, 2012.
  • D. Niyato and E. Hossain, "A crash course on mobile cloud computing," half-day tutorial presented in IEEE Wireless Communications and Networking Conference (WCNC 2012), Paris, France, 1-4 April, 2012.
  • E. Hossain, "Interference modeling in random carrier-sense multiple access (CSMA) wireless networks: A stochastic geometry approach," Centre for Telecommunications Research, King's College London, University of London, 28 March, 2012.

  • D. Niyato, R. Q. Hu, E. Hossain, and Y. Qian, "Communications and networking for smart grid systems," half-day tutorial presented in IEEE Global Communications Conference (Globecom 2011), Houston, Texas, USA, 5-9 December, 2011.
  • E. Hossain, "Interference modeling in random carrier-sense multiple access (CSMA) wireless networks: A stochastic geometry approach," Department of Computer Science (Seminar Series), University of Manitoba, 20 October, 2011.
  • E. Hossain and Long B. Le, "Interference management in femto-cell networks," half-day tutorial presented in 22nd IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2011), Toronto, ON, Canada, 11-14 September, 2011.
  • E. Hossain, "A modified hard core point process for interference modeling in random carrier-sense multiple access networks," Cooperative Wireless Communications Research Center, Sungkyunkwan University (SKKU), Korea, 03 June, 2011.
  • E. Hossain and D. Niyato, "Game theory for multiple access and resource allocation in wireless networks," half-day tutorial presented in IEEE Wireless Communications and Networking Conference (WCNC 2011), Quintana-Roo, Mexico, 28 March, 2011.
  • E. Hossain, "Channel assignment for throughput optimization in multi-channel multi-radio wireless mesh networks using network coding," Carleton University, Canada, 10 January, 2011.
  • E. Hossain, "Dynamic spectrum access in cognitive radio networks: Part II," Tohoku University, Sendai, Japan, 15 November, 2010.
  • E. Hossain, "Dynamic spectrum access in cognitive radio networks: Part I," Tohoku University, Sendai, Japan, 15 November, 2010.
  • E. Hossain and Z. Han, "Application of game theory for designing cognitive radio networks," half-day tutorial presented in IEEE Communications Conference (ICC 2010), Cape Town, South Africa, 23 May 2010.
  • E. Hossain and Z. Han, "Game theory for cognitive radio networks," half-day tutorial presented in IEEE Global Communications Conference (Globecom 2009), Honolulu, Hawaii, USA, 30 Nov.-4 Dec. 2009.
  • E. Hossain, "Resource allocation and perturbation analysis for cognitive radios in dynamic spectrum access environment," School of Computer Engineering, Nanyang Technological University, Singapore, August 24, 2009.
  • E. Hossain, "Resource allocation and perturbation analysis for cognitive radios in dynamic spectrum access environment," Institute of Infocomm Research (I2R), Singapore, August 22, 2009.
  • E. Hossain, "A game theoretic modeling of multiple-seller and multiple-buyer spectrum trading in cognitive radio networks," Department of Electrical and Computer Engineering, McGill University, Montreal, Canada, July 22, 2009.
  • E. Hossain, "Cognitive radio networks: Key concepts, challenges, and practical approaches," half-day tutorial presented in IEEE Int. Conferecne on Communications (ICC 2009), Dresden, Germany, June 14-18, 2009.
  • E. Hossain, "Radio technologies for wireless personal area networks," TRLabs Focus Group Meeting, Canada, Mar. 11, 2009.
  • E. Hossain, "Resource allocation for cognitive radios in a dynamic spectrum access environment," Department of Electrical and Computer Engineering, University of Houston, Texas, USA, Feb. 23, 2009.
  • E. Hossain, "Resource allocation for cognitive radios in a dynamic spectrum access environment," Department of Electrical and Computer Engineering, University of Western Ontario, Canada, Jan. 14, 2009.
  • E. Hossain, "Cognitive radio MAC: Practical issues, potential approaches, and open problems," Int. Workshop on Advances in Communications, Victoria, BC, Canada, Sept. 21, 2008.

  • E. Hossain, "Cognitive radio networks based on dynamic spectrum access," half-day tutorial presented in IEEE Vehicular Technology Conference (VTC 2008-Fall), Calgary, Alberta, Canada, Sept. 21, 2008.
  • E. Hossain, "Vehicle-to-infrastructure and vehicle-to-vehicle communications in ITS: Game theory models," presented at the University of Sydney, Australia, June 23, 2008.
  • E. Hossain, "An adaptive communication platform based on WiFi and WiMAX for vehicle-to-roadside communications," presented at the University of New South Wales, Sydney, Australia, June 22, 2008.
  • E. Hossain, "Cognitive radio based on dynamic spectrum access," presented at the University of Queensland, Brisbane, Australia, June 16, 2008.
  • E. Hossain, "Dynamic spectrum management in cognitive radio networks," half-day tutorial to be presented in IEEE Int. Conferecne on Communications (ICC 2008), Beijing, China, May 17-23, 2008.
  • E. Hossain and W. Xiang, "Key topics in cognitive radio networks: Challenges, tasks, algorithms, and testbed results," half-day tutorial presented in IEEE Global Telecommunications Conferecne (Globecom 2007), Washington D.C., USA, November 26-30, 2007.
  • E. Hossain, "e-Health services based on heterogeneous wireless access," presented in TRLabs Technology Showcase, Winnipeg, Canada, 20 November, 2007.

  • E. Hossain, "Spectrum trading: An economics of radio resource sharing in cognitive radio networks," seminar presented at the School of Computing and Department of Electrical and Computer Engineering, Queen's University, Canada, September 11, 2007.
  • E. Hossain, "IEEE802.16/WiMAX-based broadband wireless networks: Protocol engineering, applications, and services," half-day tutorial presented in Fifth Annual Conference on Communication Networks and Services Research (CNSR2007) Fredericton, New Brunswick, Canada, May 14-17, 2007.
  • E. Hossain, "Cognitive wireless communication networks: An introduction," half-day tutorial presented in IEEE Wireless Communications and Networking Conference (WCNC'2007), Hong Kong, 11 March, 2007.
  • E. Hossain, "Fourth generation heterogeneous wireless access networks for e-health services: Architcture and radio resource management," presented in TRLabs Openhouse, Winnipeg, Canada, 29 November, 2006.
  • E. Hossain, "Sleep and wakeup strategies in solar-powered wireless sensor networks: Performance analysis and optimization," presented at the Department of Computer Science, University of Alberta, Canada, 27 Apr. 2006.
  • E. Hossain, "End-to-end performance in a multi-hop wireless network for different hop-level ARQ policies," presented at the Department of Electrical and Computer Engineering, University of Toronto, Canada, 6 Aug. 2004.
  • E. Hossain, "End-to-end performance in a multi-hop wireless network for different hop-level ARQ policies," presented at the Department of Electrical and Computer Engineering, University of Waterloo, Canada, 5 Aug. 2004.
  • E. Hossain, "Wireless Internet: Issues in protocols and architectures and enabling technologies," half-day tutorial presented in IEEE Vehicular Technology Conference (VTC'2002, Fall), Vancouver, Canada, 28 September, 2002.
  • E. Hossain and V. K. Bhargava, "Wireless personal communications - from analog cellular radio services to wireless Internet access," presented in the International Conference on Communications, Computers and Devices (ICCCD'2000), Kharagpur, India, Dec. 2000.
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