Guiling Wang

Dr. Guiling Wang is a Distinguished Professor of Computer Science and Associate Dean of Research and External Relations at New Jersey Institute of Technology (NJIT). She holds a Ph.D. in Computer Science and Engineering from The Pennsylvania State University (2006) and a B.S. in Software Engineering from Nankai University, China (2002). Her research focuses on machine learning, blockchain technology, deep learning, and intelligent transportation systems.

Dr. Wang’s work spans interdisciplinary areas such as:

• Machine Learning and Reinforcement Learning
• Blockchain-based systems and decentralized applications
• Intelligent traffic signal control and autonomous systems
• Data privacy and cybersecurity
• Generative adversarial networks (GANs) and vision-language models

Her recent research emphasizes practical solutions for:

• Optimizing traffic management through multi-agent reinforcement learning
• Developing robust watermarking techniques for digital security
• Applying LLMs for financial decision-making and portfolio management
• Designing blockchain frameworks for vehicular networks and edge computing

Notable contributions include:

• Proposing novel architectures like MCFN for high-performance watermarking
• Advancing RAGIC for risk-aware stock interval construction
• Developing PairUpLight for multi-intersection traffic coordination
• Pioneering blockchain-based systems iBCTrans and VDKMS for vehicular networks

Dr. Wang’s research is supported by grants from federal agencies and industry collaborators, with applications in smart cities, financial technology, and healthcare systems.