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Hi, I'm Qiang Liu, an Assistant Professor at the School of Computing, University of Nebraska-Lincoln. Prior to joining UNL, I was a Member of Technical Staff at Nokia Bell Labs. I obtained my Ph.D. degree in Electrical Engineering at the University of North Carolina at Charlotte, supervised by Tao Han. I received my M.S. degree in Communication and Information System at the University of Electronic Science and Technology of China.
Research
My research goal is to design, develop, and implement networking systems and algorithms towards next-gen AI-native wireless networks, and support diversified emerging mobile applications, such as Extended Reality, Autonomous Driving, and Internet of Things. My research philosophy is to integrate theoretical optimization and system experiments in real-world at-scale networks and systems. My current research interests include:
  • Wireless Networks: Autonomous Resource Management, O-RAN, Digital Network Twin, Network Slicing, Private Cellular Networks.
  • Reinforcement Learning: Simulatio-to-Reality Discrepancy, Safe and Robust DRL, Online Learning, Multi-Agent DRL.
  • Edge Computing: Distributed Orchestration, Multi-DNN Inference, Connected Autonomous Driving, Agriculture IoT.
News
  • [2024/10] Received 2023-2024 Research Excellence Award, College of Engineering!
  • [2024/10] Happy to participate in the 28th NSF EPSCoR National Conference at Omaha, NE, and present our poster regarding Husker-Net!
  • [2024/10] Our paper on Domain Adaptation for AI-assisted Network Slicing has been accepted by IEEE Transactions on Machine Learning in Communications and Networking!
  • [2024/10] Received two-year $1.34M US DoT project (Co-PI), with PI Nathan Huynh, and other Co-PIs Li Zhao and Mehmet Vuran!
  • [2024/08] Received two-year $300K USDA NIFA AFRI project (PI), with Co-PIs Hongzhi Guo, Yufeng Ge, and Saleh Taghvaeian!
  • [2024/08] Received 9-month $5K NASA Nebraska Space Mini Grant (Sole-PI), (NASA #80NSSC20M0112)!
  • [2024/08] Received three-year $531K NSF CNS Core Small Grant (Sole-PI), (NSF CNS 2333164)!
  • [2024/08] One paper is accepted by IEEE GLOBECOM 2024! Congratulations to Jiahe Cao!
  • [2024/08] One paper is accepted by IEEE GLOBECOM 2024! Congratulations to Ming Zhao!
  • [2024/02] One Paper is accepted by IEEE Transactions on Vehicular Technology 2024! Congratulations to Yuru Zhang!
  • [2024/02] One paper is accepted by IEEE INFOCOM NG-OPERA 2024! Congratulations to Yuru Zhang!
  • [2024/01] Welcome Jiahe Cao to the INT Lab as a PhD student!
  • [2024/01] Ming Zhao will join Nokia Bell Labs as a Research Intern this Summer at Murray Hill, NJ. Congratulations to Ming Zhao!
  • [2023/11] The REU Supplement of Husker-Net is awarded!
  • [2023/09] One paper is accepted by IEEE/ACM SEC 2023! See you in Delaware this December!
  • [2023/09] Happy to participate in the public launch event of the ARA Platform (one of NSF PAWR Program) and present our poster regarding digital network twin research!
  • [2023/09] One paper is accepted by IEEE GLOBECOM 2023!
  • [2023/08] Invited to serve as the Associated Editor for the journal Multimedia Tools and Applications, Track 7: Connected and Autonomous Vehicles.
  • [2023/08] Welcome Ming Zhao to the INT Lab as a PhD student!
  • [2023/08] Received two-year $875K NSF Campus Cyberinfrastructure (CC*) Grant (PI)!
  • [2023/XX] Happy to join the NSF panelist and complete the two-day panel discussion!
  • [2023/02] One poster is accepted by IEEE INFOCOM 2023! Congratulations to Yuru Zhang!
  • [2023/01] One paper is accepted by IEEE ICC 2023! Congratulations to Yuru Zhang!