الباحثون

Wenjie Feng

المنشورات 2

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CuratorMAS: Automating Dataset Curation via Multi-Agent Orchestration

Yixin Zhang, Wenjie Feng · 2026

High-quality datasets are essential for reliable machine learning, but dataset curation remains costly and hard to generalize across domains. Existing methods typically rely on manually designed heuristics or model-dependent signals, limiting their applicability across tasks and user queries. To address these limitatio …

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Cross-Scale Transfer Learning for Depression Severity Prediction: From PHQ-8 to HAMD-17 Across Languages and Clinical Paradigms

Wenjie Feng, Sahba Zojaji, Satoshi Nakamura · 2026

This work addresses continuous depression-severity score prediction from clinical interview transcripts under data scarcity. We propose a sequential low-rank adaptation (LoRA) protocol for cross-scale transfer: a Qwen3 backbone with a bounded regression head is first fine-tuned on the English DAIC-WOZ dataset (189 avat …

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