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Jingqi Zhou

3 accepted papers

2026

A Principle-Driven Adaptive Policy for Group Cognitive Stimulation Dialogue for Elderly with Cognitive Impairment

AAAI 2026technical

Cognitive impairment is becoming a major public health challenge. Cognitive Stimulation Therapy (CST) is an effective intervention for cognitive impairment, but traditional methods are difficult to scale, and existing digital systems struggle with group dialogues and cognitive stimulation principles

Cited by 0SourcePDFScholar
2025

ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom

EMNLP 2025

Large vision-language models (LVLMs) have witnessed significant progress on visual understanding tasks. However, they often prioritize language knowledge over image information on visual reasoning tasks, incurring performance degradation. To tackle this issue, we first identify the drawbacks of exis

2025

TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning

NeurIPS 2025spotlight

Model customization necessitates high-quality and diverse datasets, but acquiring such data remains time-consuming and labor-intensive. Despite the great potential of large language models (LLMs) for data synthesis, current approaches are constrained by limited seed data, model biases and low-varia…

Cited by 0SourcecodeScholar