Jinghua Piao

A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions

Chen Gao, Yu Zheng, Nian Li et al. · ACM Transactions on Recommender Systems · 2023 · 665 citations · Full text

Computing, Computer Science, Data Science +15

S3: Social-network Simulation System with Large Language Model-Empowered Agents

Chen Gao, Xiaochong Lan, Zhihong Lu et al. · SSRN Electronic Journal · 2023 · 96 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Human–AI adaptive dynamics drives the emergence of information cocoons

Jinghua Piao, Jiazhen Liu, Fang Zhang et al. · Nature Machine Intelligence · 2023 · 85 citations

Computing, Computer Science, Artificial Intelligence +11

Predicting Customer Value with Social Relationships via Motif-based Graph Attention Networks

Jinghua Piao, Guozhen Zhang, Fengli Xu et al. · 2021 · 36 citations · Full text

Computing, Marketing, Marketing Management +16

An Exploratory Study of Information Cocoon on Short-form Video Platform

Nian Li, Chen Gao, Jinghua Piao et al. · Proceedings of the 31st ACM International Conference on Information & Knowledge Management · 2022 · 29 citations · Full text

Computing, Data Science, Information Retrieval +16