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Jin Guang Zheng

2 accepted papers

2026

Group-aware Multiscale Ensemble Learning for Test-Time Multimodal Sentiment Analysis

AAAI 2026technical

Multi-modal Sentiment Analysis (MSA) enables machines to perceive human sentiments by integrating multiple modalities such as text, video, and audio. Despite recent progress, most existing methods assume distribution consistency between training and test data—a condition rarely met in real-world sce

Cited by 0SourcePDFScholar
2025

Debt Collection Negotiations with Large Language Models: An Evaluation System and Optimizing Decision Making with Multi-Agent

ACL 2025finding

Debt collection negotiations (DCN) are vital for managing non-performing loans (NPLs) and reducing creditor losses. Traditional methods are labor-intensive, while large language models (LLMs) offer promising automation potential. However, prior systems lacked dynamic negotiation and real-time decisi…