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Reshma PrasadView profile

Research Fellow

• Network Slicing
• Resource Allocation
• 5G Networks
• +3 more

Reshma Prasad is a Postdoctoral Research Fellow at the Institute for the Wireless Internet of Things, Department of Electrical and Computer Engineering, Northeastern University, Boston, MA. Her research addresses critical challenges in next-generation wireless infrastructure through advanced networking methodologies. Educational background: Ph.D. in Computer Science & Engineering, Indian Institute of Technology Palakkad (2024) Her primary research focuses on network slicing techniques and resource allocation optimization for 5G and beyond networks, specifically targeting Quality of Service (QoS) challenges in wireless environments. She integrates embedded systems expertise with wireless network design to develop efficient scheduling frameworks. Current investigations include AI-driven approaches for intent-based radio access networks and cross-layer optimization strategies. Publication trends reveal a concentrated trajectory in 5G network optimization, with increasing sophistication from slice scheduling (2023) to QoS-aware base station management (2024) and LLM-integrated RAN automation (2025). Her work consistently bridges theoretical resource allocation models with practical wireless implementation challenges across three IEEE/ACM Transactions publications. Dr. Prasad contributes to the Wireless Networks and Embedded Systems Lab at Northeastern University, where she advances research in wireless protocol design and network virtualization through experimental validation and simulation frameworks.

Shing-Chi CheungView profile

Professor

• Software Engineering
• Program Analysis
• Software Testing
• +7 more

Shing-Chi Cheung is a Professor of Computer Science and Engineering at the Hong Kong University of Science and Technology (HKUST), School of Engineering. He founded the CASTLE research group and co-founded the International Workshop on Automation of Software Testing (AST) in 2006. His leadership includes serving as General Chair of FSE 2014 and chairing multiple APSEC conferences. His research focuses on software quality enhancement through program analysis, testing, debugging, and AI techniques, targeting Android apps, open-source software, deep learning systems, smart contracts, and spreadsheets. Current projects include metamorphic testing frameworks, binary analysis tools, and vulnerability detection systems for emerging technologies. His publication portfolio demonstrates consistent contributions to software engineering since 2016, with recent work emphasizing AI-integrated testing methodologies, smart contract security, and deep learning system reliability. Key trends show increasing focus on cross-language analysis, data visualization quality, and compiler-level verification for modern software stacks. Distinguished Member of the ACM Fellow of the British Computer Society Editorial board member: Science of Computer Programming (SCP), Journal of Computer Science and Technology (JCST) Former editorial board member: IEEE Transactions on Software Engineering (2006-2009), Information and Software Technology (2012-2015) Four patents in China and the United States Cheung actively mentors through the CASTLE research group and serves on program committees for major conferences including ICSE, ESEC/FSE, and ISSTA. His work bridges academic research with practical applications through industry collaborations and tool development. He has contributed to numerous workshops and symposia as steering committee member and program chair.