Bach Long Nguyen

I have received a PhD in Electrical Engineering from the University of Newcastle, Australia, and my PhD thesis was acknowledged as one of the top three PhD theses at the university. I have seven years of experience in the fields of optimization, planning, game theory, online learning, and artificial intelligence (AI) for intelligent transport systems (ITS), maritime transport, and autonomous multi-agent systems. I am interested in pursuing a career in an organization that offers opportunities for growth and advancement by utilizing my strong research and leadership skills.

• The top three PhD theses at The University of Newcastle, Australia, and it was published in Journal and Proceedings of the Royal Society of New South Wales, Australia, in 2022.
• The superior international student title was awarded by the mayor of Gumi, South Korea, in 2022.
• The best Master thesis, “TDMA-based Efficient Relay Scheme for Tactical Wireless Networks” at Kumoh National Institute of Technology, South Korea, in 2022.
• Silver medal in the presentation section of the National Pedagogic Major Contest in Thai Nguyen, Vietnam, in 2009.
• The Sunflower Mission Scholarship sponsored by Sunflower Mission and Ascenx Technology Vietnam Co., Ltd, Vietnam, in 2009.
• The Sunflower Mission Scholarship sponsored by Sunflower Mission and Ascenx Technology Vietnam Co., Ltd, Vietnam, in 2008.
• Intel Vietnam Engineering Scholarship sponsored by Intel Products Vietnam Co., Ltd, Vietnam, in 2008.

• Weakly Supervised Test-Time Domain Adaptation for Object Detection, Anh-Dzung Doan, Bach Long Nguyen, Terry Lim, Madhuka Jayawardhana, Surabhi Gupta, Christophe Guettier, Ian Reid, Markus Wagner, and Tat-Jun Chin, International Journal Papers, arXiv, 2024, https://arxiv.org/pdf/2407.05607v1
• Sensor Allocation and Online-Learning-based Path Planning for Maritime Situational Awareness Enhancement: A Multi-Agent Approach, Bach Long Nguyen, Anh-Dzung Doan, Tat-Jun Chin, Christophe Guettier, Surabhi Gupta, Estelle Parra, Ian Reid, and Markus Wagner, International Journal Papers, IEEE Transactions on Intelligent Transportation Systems, 2024, https://ieeexplore.ieee.org/document/10443856
• Assessing Domain Gap for Continual Domain Adaptation in Object Detection, Anh-Dzung Doan, Bach Long Nguyen, Surabhi Gupta, Ian Reid, Markus Wagner, and Tat-Jun Chin, International Journal Papers, Computer Vision and Image Understanding, 2023, https://www.sciencedirect.com/science/article/pii/S1077314223002655
• Multi-Agent Task Assignment in Vehicular Edge Computing: A Regret-Matching Learning-Based Approach, Bach Long Nguyen, Duong D. Nguyen, Hung X. Nguyen, Duy T. Ngo, and Markus Wagner, International Journal Papers, IEEE Transactions on Emerging Topics in Computational Intelligence, 2023, https://ieeexplore.ieee.org/document/10360409
• Scheduling and Power Control for Connectivity Enhancement in Multi-hop I2V/V2V Networks, Bach Long Nguyen, Duy T. Ngo, Minh N. Dao, Vo Nguyen Quoc Bao, and Hai L. Vu, International Journal Papers, IEEE Transactions on Intelligent Transportation Systems, 2021, https://ieeexplore.ieee.org/document/9468358
• A Joint Scheduling and Power Control Scheme for Hybrid I2V/V2V Networks, Bach Long Nguyen, Duy T. Ngo, Minh N. Dao, Quang-Thang Duong, and Minoru Okada, International Journal Papers, IEEE Transactions on Vehicular Technology, 2020, https://ieeexplore.ieee.org/document/9226449
• Dynamic V2I/V2V Cooperative Scheme for Connectivity and Throughput Enhancement, Bach Long Nguyen, Duy T. Ngo, Nguyen H. Tran, Minh N. Dao, and Hai L. Vu, International Journal Papers, IEEE Transactions on Intelligent Transportation Systems, 2020, https://ieeexplore.ieee.org/document/9204672
• Energy-aware Real-time Routing for Large-scale Industrial Internet of Things, Nguyen Bach Long, Hoa Tran-Dang, and Dong-Seong Kim, International Journal Papers, IEEE Internet of Things Journal, 2018, http://ieeexplore.ieee.org/document/8338161
• TDMA-Based Efficient Cooperative Relaying Selection Scheme in Multi-hop Wireless Networks, Nguyen Bach Long and Dong-Seong Kim, International Journal Papers, Computer Standards and Interfaces, 2017, https://www.sciencedirect.com/science/article/abs/pii/S0920548917300697
• Rate-Estimation Based Relay Selection Scheme for Large-Scale Wireless Networks, Nguyen Bach Long, Tran Nhon, and Dong-Seong Kim, International Journal Papers, IET Communications, 2016, http://ieeexplore.ieee.org/document/7547495/
• Multi-Camera Planning for Surveillance Systems in Maritime Transport, Bach Long Nguyen, Anh-Dzung Doan, Tat-Jun Chin, Christophe Guettier, Surabhi Gupta, Estelle Parra, Ian Reid, and Markus Wagner, Poster, Australia Defence, Science, Technology and Research Summit 2024
• Vehicle communications for infotainment applications, Bach Long Nguyen, Duy T. Ngo, and Hai L. Vu, Book Chapter, Handbook of Real-Time Computing, 2019, https://link.springer.com/referenceworkentry/10.1007%2F978-981-4585-87-3_44-1
• Combining V2I with V2V Communications for Service Continuity in Vehicular Networks, Bach Long Nguyen, Duy T. Ngo, Nguyen H. Tran, and Hai L. Vu, International Conference Papers, Proc. IEEE International Conference on Intelligent Transportation Systems 2019 (ITSC 2019), 2019, https://ieeexplore.ieee.org/document/8916893
• Energy-Aware Routing Scheme in Industrial Wireless Sensor Networks for Internet of Things Systems, Nguyen Bach Long, Hak-Hui Choi, Dong-Seong Kim, International Conference Papers, Proc. IEEE International Conference on Emerging Technology & Factory Automation 2016 (ETFA 2016), 2016, http://ieeexplore.ieee.org/document/7733516/
• Efficient Cooperative Relaying Selection Scheme based on TDMA for Military Tactical Multi-hop Wireless Networks, Nguyen Bach Long, Dong-Seong Kim, International Conference Papers, Proc. IEEE Military Communication Conference 2015 (MILCOM 2015), 2015, http://ieeexplore.ieee.org/document/7357686/

1. Associate Professor Markus Wagner

• Department of Data Science and Artificial Intelligence (DSAI), Monash University, Clayton, VIC, 3800
• markus.wagner@monash.edu
• Supervisor

2. Associate Professor Hung Nguyen

• School of Computer and Mathematical Sciences, The University of Adelaide, Adelaide, SA, 5005
• hung.nguyen@adelaide.edu.au
• Collaborator/Co-Author

3. Associate Professor Duy Ngo

• College of Engineering, Science and Environment, The University of Newcastle, Callaghan, NSW, 2308
• duy.ngo@newcastle.edu.au
• PhD supervisor

• AI
• Optimization
• Robotics
• Computer vision
• Autonomous multi-agent systems, maritime transport and ITS.