Jiayi Zhang

EnsembleGAN: Adversarial Learning for Retrieval-Generation Ensemble Model on Short-Text Conversation

2020 · arXiv (Cornell University)

Generating qualitative responses has always been a challenge for human-computer dialogue systems. Existing dialogue systems generally derive from either retrieval-based or generative-based approaches, both of which have their own pros and cons. Despite the natural …

Energy-Efficient Federated Learning Over Cell-Free IoT Networks: Modeling and Optimization

2023 · IEEE Internet of Things Journal

To leverage massive distributed data and computation resources in the Internet-of-Things (IoT) networks, federated learning (FL) is considered to be a promising technique with benefits of improved data privacy and communication efficiency. Meanwhile, cell-free massive …

Distributed Sequential Filtering for Nonlinear Systems With Heavy‐Tailed Noise Under Binary Sensor Networks: A Variational Bayesian Approach

2025 · International Journal of Robust and Nonlinear Control

ABSTRACT In this article, the distributed sequential filtering problem is investigated for a class of nonlinear systems (NS) subject to non‐Gaussian heavy‐tailed noises through binary sensor networks. Since only one bit of output data is …