Scholar
Ning Yang
Google Scholar ID: b4cE0J4AAAAJ
Institute of Automation, CASIA, Chinese Academy of Sciences
Citations & Impact
Citations
665
H-index
11
i10-index
11
Publications
20
Co-authors
4
list available
Contact
No contact links provided.
Publications
Resume (English only)
Academic Achievements
- Published multiple papers in journals such as Association for the Advancement of Artificial Intelligence, IEEE Transactions on Services Computing, IEEE Communications Surveys and Tutorials, etc., with some being rated as CCF A or SCI 1st zone. Specific publications include but are not limited to:
- - Proactive Constrained Policy Optimization with Preemptive Penalty (AAAI, CCF A)
- - Generalizable pareto-optimal offloading with reinforcement learning in mobile edge computing (IEEE Transactions on Services Computing, CCF A, SCI 2nd zone)
- - Decision-Making Large Language Model for Wireless Communication: A Comprehensive Survey on Key Techniques (IEEE Communications Surveys and Tutorials, SCI 1st zone, IF:35.6)
Research Experience
- Currently an Assistant Professor at the Institute of Automation, Chinese Academy of Sciences. From 2019-2020, worked as a Visiting Research Associate at the Communications and Networking Lab, Northwestern University, Chicago, USA (Supervisor: Randall Berry, IEEE Fellow).
Education
- PhD degree, University of Science and Technology Beijing, China (2020; Supervisor: Haijun Zhang, IEEE Fellow)
Background
- Research interests include: Large Language Models (LLMs) and Reinforcement Learning - Theory and Methods, such as LLMs Reasoning/Inference, Decision Making, Generalization, Architecture Design, Reinforcement Learning from Human Feedback; AI-Enabled Wireless Communications Applications, such as LLM-driven heterogeneous network resource optimization, including traffic prediction, spectrum access, content caching, task offloading.
Miscellany
- Looking for motivated students and interns. Please email with your CV, publications (if any), and a brief statement of interest.
