3 papers
cs.DL2026
From Node2Vec to GPT-based GraphRAG: scientific impact prediction across graph and language models
Adilson Vital, Filipi N. Silva, Diego R. Amancio
Identifying which newly published scientific papers are likely to become highly cited is important for prioritizing research attention, supporting editorial decisions, and guiding…
cs.SI2025
Recovering link-weight structure in complex networks with weight-aware random walks
Adilson Vital, Filipi N. Silva, Diego R. Amancio
Using edge weights is essential for modeling real-world systems where links possess relevant information, and preserving this information in low-dimensional representations is rele…
cs.DL2024
Predicting citation impact of research papers using GPT and other text embeddings
Adilson Vital, Filipi N. Silva, Osvaldo N. Oliveira +1
The impact of research papers, typically measured in terms of citation counts, depends on several factors, including the reputation of the authors, journals, and institutions, in a…