He Huang

BinSequence

2017

Code reuse detection is a key technique in reverse engineering. However, existing source code similarity comparison techniques are not applicable to binary code. Moreover, compilers have made this problem even more difficult due to the …

Adaptive Block-Wise Regularization and Knowledge Distillation for Enhancing Federated Learning

2023 · IEEE/ACM Transactions on Networking

Federated Learning (FL) is a distributed model training framework that allows multiple clients to collaborate on training a global model without disclosing their local data in edge computing (EC) environments. However, FL usually faces statistical …

Learning-based Fuzzy Control for Strict-feedback Nonlinear Systems with Unknown Uncertainties

2024

The fuzzy control problem for a sort of uncertain strict-feedback nonlinear systems is examined in this article. Fuzzy logic systems (FLSs) approximate the unknown uncertainties of considered systems, whose fast convergence is guaranteed by novel …