Changgang Zheng
University of Oxford(GB)Science Oxford(GB)
Publications by Year
Research Areas
Software-Defined Networks and 5G, Network Security and Intrusion Detection, Internet Traffic Analysis and Secure E-voting, Reinforcement Learning in Robotics, Cloud Computing and Resource Management
Most-Cited Works
- → In-Network Machine Learning Using Programmable Network Devices: A Survey(2023)66 cited
- → Planter(2021)64 cited
- → IIsy: Hybrid In-Network Classification Using Programmable Switches(2024)40 cited
- → Automating In-Network Machine Learning(2022)36 cited
- → Reducing variations in multi-center Alzheimer’s disease classification with convolutional adversarial autoencoder(2022)36 cited
- → IIsy: Practical In-Network Classification(2022)33 cited
- → Planter: Rapid Prototyping of In-Network Machine Learning Inference(2024)31 cited
- → Low-rank network signatures in the triple network separate schizophrenia and major depressive disorder(2019)29 cited
- → DINC: Toward Distributed In-Network Computing(2023)23 cited
- → Toward Continuous Threat Defense: in-Network Traffic Analysis for IoT Gateways(2023)23 cited