Pian Qi

According to our database, Pian Qi authored at least 11 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Small models, big impact: A review on the power of lightweight Federated Learning.

Pian Qi, Diletta Chiaro, Francesco Piccialli

Future Gener. Comput. Syst., 2025

2024

Model aggregation techniques in federated learning: A comprehensive survey.

Pian Qi, Diletta Chiaro, Antonella Guzzo, Michele Ianni, Giancarlo Fortino, Francesco Piccialli

Future Gener. Comput. Syst., January, 2024

GRAPHITE - Generative Reasoning and Analysis for Predictive Handling in Traffic Efficiency.

Francesco Piccialli, Marzia Canzaniello, Diletta Chiaro, Stefano Izzo, Pian Qi

Inf. Fusion, 2024

KAFÈ: Kernel Aggregation for FEderated.

Pian Qi, Diletta Chiaro, Fabio Giampaolo, Francesco Piccialli

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

2023

FL-FD: Federated learning-based fall detection with multimodal data fusion.

Pian Qi, Diletta Chiaro, Francesco Piccialli

Inf. Fusion, November, 2023

A blockchain-based secure Internet of medical things framework for stress detection.

Pian Qi, Diletta Chiaro, Fabio Giampaolo, Francesco Piccialli

Inf. Sci., May, 2023

Physics-Informed Neural Network Integrating PointNet-Based Adaptive Refinement for Investigating Crack Propagation in Industrial Applications.

Jingzhi Tu, Chun Liu, Pian Qi

IEEE Trans. Ind. Informatics, 2023

Unsupervised Learning for Depth Estimation in Unstructured Environments.

Pian Qi, Fabio Giampaolo, Edoardo Prezioso, Francesco Piccialli

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Physics-informed neural networks approach for 1D and 2D Gray-Scott systems.

Fabio Giampaolo, Mariapia De Rosa, Pian Qi, Stefano Izzo, Salvatore Cuomo

Adv. Model. Simul. Eng. Sci., 2022

2020

Comparative investigation of parallel spatial interpolation algorithms for building large-scale digital elevation models.

Jingzhi Tu, Guoxiang Yang, Pian Qi, Zengyu Ding, Gang Mei

PeerJ Comput. Sci., 2020

A Survey of Internet of Things (IoT) for Geohazard Prevention: Applications, Technologies, and Challenges.

Gang Mei, Nengxiong Xu, Jiayu Qin, Bowen Wang, Pian Qi

IEEE Internet Things J., 2020