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cs.LG2026
Coverage-Aware Web Crawling for Domain-Specific Supplier Discovery via a Web--Knowledge--Web Pipeline
Yijiashun Qi, Yijiazhen Qi, Tanmay Wagh
Identifying the full landscape of small and medium-sized enterprises (SMEs) in specialized industry sectors is critical for supply-chain resilience, yet existing business databases…
cs.LG2026
Detecting High-Potential SMEs with Heterogeneous Graph Neural Networks
Yijiashun Qi, Hanzhe Guo, Yijiazhen Qi
Small and Medium Enterprises (SMEs) constitute 99.9% of U.S. businesses and generate 44% of economic activity, yet systematically identifying high-potential SMEs remains an open ch…