Angelos Athanasiadis | Neural Networks | Research Excellence

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Mr. Angelos Athanasiadis | Neural Networks | Research Excellence

Aristotle University of Thessaloniki | Greece

Angelos Athanasiadis is a Ph.D. candidate in Electrical and Computer Engineering at Aristotle University of Thessaloniki (AUTH), specializing in FPGA-based acceleration of Convolutional Neural Networks. With expertise spanning embedded system development, heterogeneous computing, and cyber-physical systems, he has contributed to both academic and industrial innovation through participation in EU research initiatives—including the ADVISER and REDESIGN projects—and through consultancy and R&D roles at EXAPSYS and SEEMS PC. His work focuses on advancing energy-efficient hardware acceleration, leading to the development of a parameterizable HLS matrix multiplication library for AMD FPGAs that enables full-precision CNN inference for accuracy-critical domains such as aerial monitoring and autonomous embedded systems. He further expanded the field with FUSION, an open-source high-fidelity distributed emulation framework integrating QEMU with OMNeT++ via HLA/CERTI synchronization to support deterministic, timing-aware multi-node execution and realistic prototyping of heterogeneous systems. Complementing his strong technical background, he holds an MBA awarded with high distinction and an M.Eng. in electronics and computer systems, supported by internships at Cadence Design Systems in Munich.

Profiles: Orcid | Google Scholar

Featured Publications

"An efficient open-source design and implementation framework for non-quantized CNNs on FPGAs", A Athanasiadis, N Tampouratzis, I Papaefstathiou, Integration, 2025.

"Energy-Efficient FPGA Framework for Non-Quantized Convolutional Neural Networks", A Athanasiadis, N Tampouratzis, I Papaefstathiou, arXiv preprint arXiv:2510.13362, 2024.

"An Open-source HLS Fully Parameterizable Matrix Multiplication Library for AMD FPGAs", A Athanasiadis, N Tampouratzis, I Papaefstathiou, WiPiEC Journal-Works in Progress in Embedded Computing Journal 10 (2), 2024.

Ke Xiong | Internet | Outstanding Scientist Award

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Prof. Ke Xiong | Internet | Outstanding Scientist Award

Beijing Jiaotong University | China

Ke Xiong received his B.S. and Ph.D. degrees from Beijing Jiaotong University (BJTU), Beijing, China, in 2004 and 2010, respectively. He worked as a Postdoctoral Research Fellow in the Department of Electronics Engineering at Tsinghua University from April 2010 to February 2013, and since March 2013 he has served BJTU as a Lecturer, Associate Professor, and currently as a Full Professor and Vice Dean of the School of Computer and Information Technology. From September 2015 to September 2016, he was a Visiting Scholar at the University of Maryland, College Park, USA. He has published more than 200 academic papers in refereed journals and conferences, and his research interests span wireless cooperative networks, wireless powered networks, and network information theory. Prof. Xiong holds numerous key academic and industry leadership roles, including Council Member of the China Software Industry Association; Executive Secretary-General of the National Smart Transportation and Intelligent Connected Vehicles Industry-Education Integration Community; Director and Chief Expert of the Industrial Internet Association Think Tank under the China Mobile Communications Association; Director of the IoT Work Committee Think Tank under the Internet Society of China; and membership in several major national technical committees. He is a Distinguished Expert at both the ZTE–Beijing Jiaotong University 5G Joint Laboratory and the Peking University–Hebei Handan Research Institute, a member of the China Computer Federation (CCF), and a senior member of the Chinese Institute of Electronics (CIE) and the Chinese Association for Artificial Intelligence (CAAI).

Profiles: Orcid | Google Scholar

Featured Publications

"Age of Information Minimization in Vehicular Edge Computing Networks: A Mask-Assisted Hybrid PPO-Based Method", X Qin, Z Zhang, C Meng, R Dong, K Xiong, P Fan, Network 5 (2), 2025.

"Joint Aggregation Node Selection and Power Adjustment for Federated Learning in IoV", Z Sang, C Meng, W Yan, B Gao, K Xiong, P Fan, 2025 5th International Conference on Computer, 2025.

"Maximizing Harvested Energy in Green Energy Powered Multi-user MISO RF-based WPT", X Zhang, K Xiong, Q Wang, W Chen, P Fan, B Ai, KB Letaief, IEEE Transactions on Vehicular Technology, 2025.

"SDVformer: A Resource Prediction Method for Cloud Computing Systems", S Liu, K Xiong, Y Li, Z Zhang, Y Zhang, P Fan, Computers, Materials & Continua 84 (3), 2025.

"Toward Sustainable Low-Carbon IoT for 6G: Green Energy-Charged WPCN", X Zhang, K Xiong, J Yang, W Chen, P Fan, DWK Ng, KB Letaief IEEE Network, 2025.

Nhue Do | Graph Analytics | Best Researcher Award

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Dr. Nhue Do | Graph Analytics | Best Researcher Award

Wake Forest University School of Medicine | United States

Author Profile

Scopus

Early Academic Pursuits

Dr. Nhue Do’s academic journey reflects an exceptional blend of medicine, surgery, and leadership. He earned his Doctor of Medicine degree from the University of Southern California, Keck School of Medicine, followed by an MBA from Johns Hopkins University’s Carey Business School, combining medical expertise with management acumen. His early postgraduate training at Harvard Medical School and Beth Israel Deaconess Medical Center exposed him to general surgery, transplantation, and cardiothoracic surgery, setting a strong foundation for a career dedicated to advanced surgical care and innovation.

Professional Endeavors

Dr. Do’s professional career demonstrates an impressive trajectory across leading academic and medical institutions. His appointments span Johns Hopkins University, Vanderbilt University Medical Center, and Advocate Children’s Hospital, where he currently serves as a Congenital Cardiothoracic Surgeon and Surgical Director of the Pediatric Mechanical Circulatory Support Program. His leadership roles, including Associate Vice Chair in Global Surgery at Vanderbilt, showcase his dedication not only to surgical excellence but also to advancing global health initiatives.

Contributions and Research Focus

Throughout his career, Dr. Do has contributed significantly to advancing congenital cardiothoracic surgery and pediatric heart transplantation. He has pioneered clinical protocols such as the use of fresh whole blood, ventricular assist devices, Impella technology, and SherpaPak in pediatric cardiac surgery. His research extends into transplantation, circulatory support devices, and surgical quality improvement. Additionally, his involvement in NIH-funded research and editorial responsibilities highlights his academic commitment to shaping the future of cardiothoracic surgery.

Impact and Influence

Dr. Do’s influence extends beyond the operating room. He has served on advisory boards, national review committees, and editorial boards, ensuring his expertise informs both clinical standards and future research directions. His mentorship in global health programs, leadership in surgical safety councils, and conference organization at national and international levels have amplified his voice in the field of pediatric and congenital heart surgery.

Academic Citations and Recognition

Dr. Do’s scholarly presence is reflected in his active role as a peer reviewer for leading journals such as The Journal of Thoracic and Cardiovascular Surgery and European Journal of Cardio-Thoracic Surgery. His academic honors-including multiple fellowships, scholarships, and leadership programs—underscore his recognition by top medical and surgical bodies worldwide. These achievements reflect his standing as both a clinician and a thought leader in cardiac surgery.

Legacy and Future Contributions

As a board-certified thoracic and congenital heart surgeon with extensive leadership and research experience, Dr. Do is poised to shape the next generation of surgical practice. His ongoing work in pediatric circulatory support and heart transplantation will likely influence future standards of care. Beyond clinical practice, his involvement in mentorship, global health initiatives, and surgical innovation ensures a legacy of advancing both patient outcomes and the broader healthcare landscape.

Conclusion

In summary, Dr. Nhue Do embodies the qualities of an outstanding clinician, educator, and researcher. His career reflects a rare integration of surgical excellence, academic rigor, and global leadership. With his ongoing contributions to congenital cardiothoracic surgery, transplantation, and healthcare innovation, he stands as a role model whose impact will continue to shape the fields of pediatric cardiac surgery and global surgical health for years to come.

Notable Publications

"Forty-eight-hour cold-stored whole blood in paediatric cardiac surgery: Implications for haemostasis and blood donor exposures" 

  • Author: Kiskaddon AL, Andrews J, Josephson CD, Kuntz MT, Tran D, Jones J, Kartha V, Do NL
  • Journal: Vox Sang
  • Year: 2024