H2CGL: Modeling dynamics of citation network for impact prediction

Papers and patents are becoming less disruptive over time

(2023) Michael Park et al.   NATURE

Re-examining lexical and semantic attention: Dual-view graph convolutions enhanced BERT for academic paper rating

(2022) Zhikai Xue et al.   INFORMATION PROCESSING & MANAGEMENT

A Survey of Information Cascade Analysis

(2021) Fan Zhou et al.   ACM COMPUTING SURVEYS

A deep-learning based citation count prediction model with paper metadata semantic features

(2021) Anqi Ma et al.   SCIENTOMETRICS

Multi‐scale graph capsule with influence attention for information cascades prediction

(2021) Xueqin Chen et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

Heterogeneous dynamical academic network for learning scientific impact propagation

(2021) Xovee Xu et al.   KNOWLEDGE-BASED SYSTEMS

Slowed canonical progress in large fields of science

(2021) Johan S. G. Chu et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Fine-grained citation count prediction via a transformer-based model with among-attention mechanism

(2021) Shengzhi Huang et al.   INFORMATION PROCESSING & MANAGEMENT

Predicting the citation counts of individual papers via a BP neural network

(2020) Xuanmin Ruan et al.   Journal of Informetrics

A Comprehensive Survey on Graph Neural Networks

(2020) Zonghan Wu et al.   IEEE Transactions on Neural Networks and Learning Systems

Using Survival Theory in Early Pattern Detection for Viral Cascades

(2020) Xiaofeng Gao et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Predicting citation counts based on deep neural network learning techniques

(2019) Ali Abrishami et al.   Journal of Informetrics

Dynamic graph convolutional networks

(2019) Franco Manessi et al.   PATTERN RECOGNITION

A Dynamic Network Measure of Technological Change

(2017) Russell J. Funk et al.   MANAGEMENT SCIENCE

Quantifying the evolution of individual scientific impact

(2016) R. Sinatra et al.   SCIENCE

Citation impact prediction for scientific papers using stepwise regression analysis

(2014) Tian Yu et al.   SCIENTOMETRICS

Quantifying Long-Term Scientific Impact

(2013) Dashun Wang et al.   SCIENCE

Information diffusion in online social networks

(2013) Adrien Guille et al.   SIGMOD RECORD

Open Access and Global Participation in Science

(2009) J. A. Evans et al.   SCIENCE

The Graph Neural Network Model

(2008) F. Scarselli et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS