Author

Shuhan Wang

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Open access Jul 2026

RAPC: Relation Answer Space Prototype Calibration for Multimodal Knowledge Graph Completion

Results show that relation-level historical answer distributions provide useful explicit evidence for top-ranked entity prediction, and propose RAPC, a Relation Answer Space Prototype Calibration framework.

Shuhan Wang, Aizihairijiang Yusufu, Jiang Liu et al. · Applied Sciences · 0 citations

Preprint Jun 2026

SWE-Router: Routing in Multi-turn Agentic Software Engineering Tasks

This work introduces SWE-Router, a value-based temporal approach that lets a cheap model run for a few exploratory turns and reads the resulting partial trajectory before deciding whether to continue cheaply or to escalate to an expensive model, and provides a Bayes-optimality theorem showing that conditioning on the p...

Seongho Son, Sangwoong Yoon, Jiahua Tang et al. · 4 citations