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- Huazhong University of Science and TechnologyCN4 papers
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22 papers
Semantic-Aligned Structural Abstraction for Multimodal Sentiment Analysis
Wei Chen, Junkai Li, Tongguan Wang +4
Multimodal Sentiment Analysis (MSA) aims to interpret complex human emotions by integrating natural language with non-verbal modalities. Non-verbal modalities share a structural is…
City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery
Chucai Peng, Sijie Yang, Ang Liu +3
City landscapes viewed through home windows influence quality of life, yet perceptions of actual window views at the urban scale remain understudied. This study presents an approac…
Cassie-Wenzel transition induced by localized freezing after droplet impact on supercooled micro-patterned surfaces
Jun Fang, Mengqi Ye, Huafeng Liu +3
Micro-patterned surfaces have attracted significant attention in numerous applications owing to their potential to enhance hydrophobic and icephobic properties. A Cassie state of f…
Fine-grained Analysis of Stability and Generalization for Stochastic Bilevel Optimization
Xuelin Zhang, Hong Chen, Bin Gu +2
Stochastic bilevel optimization (SBO) has been integrated into many machine learning paradigms recently, including hyperparameter optimization, meta learning, and reinforcement lea…
The Impact of Dark Matter on Gravitational Wave Detection by Space-based Interferometers
Yuezhe Chen, Pan-Pan Wang, Bo Wang +2
The existence of dark matter is supported by multiple astrophysical observations, yet its particle nature remains unknown. The development of gravitational wave astronomy, especial…
Rethinking Graph Domain Adaptation: A Spectral Contrastive Perspective
Haoyu Zhang, Yuxuan Cheng, Wenqi Fan +2
Graph neural networks (GNNs) have achieved remarkable success in various domains, yet they often struggle with domain adaptation due to significant structural distribution shifts a…