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Junliang Li

3 accepted papers

2025

Public Opinion Field Effect and Hawkes Process Join Hands for Information Popularity Prediction

AAAI 2025technical

Information popularity prediction, aiming to predict the growth of user participation in a trending topic diffusion, is a fundamental task in social networks. Existing methods often treat information diffusion as a single independent process, ignoring the ``public opinion field effect'' where multip…

2024

A Sim-to-Real Instance Segmentation Framework for Densely Stacked Cartons

RA-L 2024

Robotic picking systems in automated logistics require accurate segmentation and localization of densely stacked cartons. However, the lack of comprehensive and diverse datasets for this task poses a significant challenge. Furthermore, existing instance segmentation methods struggle to meet the accu

Cited by 1SourceScholar
2023

Public Opinion Field Effect Fusion in Representation Learning for Trending Topics Diffusion

NeurIPS 2023poster

Trending topic diffusion and prediction analysis is an important problem and has been well studied in social networks. Representation learning is an effective way to extract node embeddings, which can help for topic propagation analysis by completing downstream tasks such as link prediction and node…