Giacomo Fiumara

Associate Professor, MIFT, University of Messina

Joined

July 2025

Names

Giacomo Fiumara (Preferred)

Emails

****@unime.it (Confirmed)

Personal Links

Career & Education History

Associate Professor

MIFT, University of Messina (unime.it)

2021 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Complex networks

Present

Artificial intelligence in complex networks

Present

Publications

Heterogeneous multiviews-based efficient graph contrastive learning model for short text classification
Kangqi Zhang, Xiaoyang Liu, Jiawei Zhang, Lin Gan, Giacomo Fiumara, Pasquale De Meo
- Knowl. Based Syst. 2025
- Readers: Everyone
Influence Nodes Identifying Method via Community-Based Backward Generating Network Framework
Xiaoyang Liu, Shu Ye, Giacomo Fiumara, Pasquale De Meo
- IEEE Trans. Netw. Sci. Eng. 2024
- Readers: Everyone
Information Propagation Prediction Based on Spatial-Temporal Attention and Heterogeneous Graph Convolutional Networks
Xiaoyang Liu, Chenxiang Miao, Giacomo Fiumara, Pasquale De Meo
- IEEE Trans. Comput. Soc. Syst. 2024
- Readers: Everyone
Cross-Domain Recommendation To Cold-Start Users Via Categorized Preference Transfer
Xiaoyang Liu, Xiaoyang Fu, Pasquale De Meo, Giacomo Fiumara
- Comput. J. 2024
- Readers: Everyone
Key Node Identification Method Integrating Information Transmission Probability and Path Diversity in Complex Network
Xiaoyang Liu, Luyuan Gao, Giacomo Fiumara, Pasquale De Meo
- Comput. J. 2024
- Readers: Everyone
Discrete-Time Quantum Walks Community Detection in Multi-Domain Networks
Xiaoyang Liu, Nan Ding, Yudie Wu, Giacomo Fiumara, Pasquale De Meo
- Comput. J. 2024
- Readers: Everyone
A hybrid improved compressed particle swarm optimization WSN node location algorithm
Xiaoyang Liu, Kangqi Zhang, Xiaoqin Zhang, Giacomo Fiumara, Pasquale De Meo
- Phys. Commun. 2024
- Readers: Everyone
Heterogeneous graph community detection method based on K-nearest neighbor graph neural network
Xiaoyang Liu, Yudie Wu, Giacomo Fiumara, Pasquale De Meo
- Intell. Data Anal. 2024
- Readers: Everyone
Target-specific sentiment analysis method combining word-masking data enhancement and adversarial learning
Xiaoyang Liu, Shanghong Dai, Giacomo Fiumara, Pasquale De Meo
- Comput. J. 2023
- Readers: Everyone
An adversarial training method for text classification
Xiaoyang Liu, Shanghong Dai, Giacomo Fiumara, Pasquale De Meo
- J. King Saud Univ. Comput. Inf. Sci. 2023
- Readers: Everyone

View all 89 publications

Co-Authors

View all 70 co-authors