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Guibin Chen

4 accepted papers

2026

GRAPH NEURAL NETWORKS WITH DIVERSITY-AWARE NEIGHBOR SELECTION AND DYNAMIC MULTI-SCALE FUSION FOR MULTIVARIATE TIME SERIES FORECASTING

ICASSP 2026poster

Recently, numerous deep models have been proposed to enhance the performance of multivariate time series (MTS) forecasting. Among them, Graph Neural Networks (GNNs)-based methods have shown great potential due to their capability to explicitly model inter-variable dependencies. However, these method…

Cited by 0SourcePDFScholar
2026

SkyReels-Text: Fine-Grained Font-Controllable Text Editing for Poster Design

CVPR 2026

Artistic design, particularly poster design, often demands rapid yet precise modification of textual content while preserving visual harmony and typographic intent, especially across diverse font styles. Although modern image editing models have grown increasingly powerful, they still fall short in

Cited by 0SourcecodeScholar
2021

PSF-LO: Parameterized Semantic Features Based Lidar Odometry

ICRA 2021poster

Lidar odometry (LO) is a key technology in numerous reliable and accurate localization and mapping systems of autonomous driving. The state-of-the-art LO methods generally leverage geometric information to perform point cloud registration. Furthermore, obtaining the point cloud semantic information…

Cited by 32SourceScholar
2020

Towards Playing Full MOBA Games with Deep Reinforcement Learning

NeurIPS 2020poster

MOBA games, e.g., Honor of Kings, League of Legends, and Dota 2, pose grand challenges to AI systems such as multi-agent, enormous state-action space, complex action control, etc. Developing AI for playing MOBA games has raised much attention accordingly. However, existing work falls short in handli…