Hongli Li

Private Cloud Platform Service Capability Test Method

2022 · Proceedings of the 7th International Conference on Cyber Security and Information Engineering

In response to the lack of private cloud evaluation methods used at this stage, the problem of mismatch between supply and demand for private cloud construction. A self-adaptive and scalable method for detecting the capabilities …

Linear Chain Transformation: Expanding Optimization Dynamics for Fine-Tuning Large Language Models

2024 · arXiv (Cornell University)

Fine-tuning large language models (LLMs) has become essential for adapting pretrained models to specific downstream tasks. In this paper, we propose Linear Chain Transformation (LinChain), a novel approach that introduces a sequence of linear transformations …

State Estimation of Discrete-Time Fractional-Order Nonautonomous Neural Networks With Time Delays

2025 · IEEE Transactions on Systems Man and Cybernetics Systems

This article is dedicated to an investigation of state estimation for discrete-time fractional-order nonautonomous neural networks (DFNNNs) with leakage and discrete delays. To this end, some inequalities with more free parameters are obtained based on …