Author

Chen Huang

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Preprint Sep 2026

Multimodal Aspect-Level Sentiment Analysis Based on Gated Noise Filtering and Emotion-Relevance Interaction

A Gated Noise-filtered Sentiment-Relevance Interaction (GNSRI) framework that employs a gated noise-filtering module to suppress sentiment-irrelevant features and enhance aspect-aware sentiment cues, and a sentiment-relevance interaction module to capture consistent and conflicting cross-modal signals at micro and macr...

Chen Huang, Liang-Wei Guo, Ya-Min Li et al. · 0 citations

#federated learning Open access Sep 2026

Few-Shot Federated Learning for State-of-Charge Prediction Across Privacy-Isolated Personal Mobile Devices

A module-decomposition-driven SOC prediction model is proposed that separates baseline drain, synchronous state response, and asynchronous multi-scale event memory within one discharge-dynamics formulation and connects module-structured data processing, federated synthesis, few-shot adaptation, and local TTE inference...

Chen-Yue Xu, Chen Huang · Computers · 0 citations