539 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Nanyang Technological UniversitySG4 papers
- Central South UniversityCN2 papers
- Harbin Institute of TechnologyCN2 papers
- Harbin University of Science and TechnologyCN2 papers
- Ministry of Industry and Information TechnologyCN2 papers
- Monash UniversityAU2 papers
- Schlumberger (United States)US2 papers
- Asia UniversityTW1 paper
- Beijing Institute of TechnologyCN1 paper
- Changchun Institute of Optics, Fine Mechanics and PhysicsCN1 paper
- Chinese Academy of SciencesCN1 paper
- Georgia Southern UniversityUS1 paper
6 papers · 1 filter
Towards Communication-efficient and Attack-Resistant Federated Edge Learning for Industrial Internet of Things
Yi Liu, Ruihui Zhao, Jiawen Kang +3
Federated Edge Learning (FEL) allows edge nodes to train a global deep learning model collaboratively for edge computing in the Industrial Internet of Things (IIoT), which signific…
Unseen Target Stance Detection with Adversarial Domain Generalization
Zhen Wang, Qiansheng Wang, Chengguo Lv +2
Although stance detection has made great progress in the past few years, it is still facing the problem of unseen targets. In this study, we investigate the domain difference betwe…
Federated Learning in the Sky: Aerial-Ground Air Quality Sensing Framework with UAV Swarms
Yi Liu, Jiangtian Nie, Xuandi Li +3
Due to air quality significantly affects human health, it is becoming increasingly important to accurately and timely predict the Air Quality Index (AQI). To this end, this paper p…
Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach
Yi Liu, Sahil Garg, Jiangtian Nie +4
Since edge device failures (i.e., anomalies) seriously affect the production of industrial products in Industrial IoT (IIoT), accurately and timely detecting anomalies is becoming…
Federated Learning for 6G Communications: Challenges, Methods, and Future Directions
Yi Liu, Xingliang Yuan, Zehui Xiong +3
As the 5G communication networks are being widely deployed worldwide, both industry and academia have started to move beyond 5G and explore 6G communications. It is generally belie…
Nonlinear wavefront control by geometric-phase dielectric metasurfaces: Influence of mode field and rotational symmetry
Bingyi Liu, Basudeb Sain, Bernhard Reineke +5
Nonlinear Pancharatnam-Berry phase metasurfaces facilitate the nontrivial phase modulation for frequency conversion processes by leveraging photon-spin dependent nonlinear geometri…