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Zhejiang University ♣ JIUTIAN Research
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Cortex revolutionizes corpus construction by replacing flat document collections with a structured Ontological Corpus Graph that enhances data quality and inter-domain associations.
Generating personalized videos on demand can boost ad revenue by nearly 2% in high-traffic environments, transforming traditional recommendation systems.
An optimal knowledge distribution can significantly enhance LLM knowledge boundaries, outperforming traditional synthesis methods across multiple benchmarks.
CRAFTQA's ability to dynamically generate custom code functions allows it to tackle complex reasoning tasks that traditional methods cannot handle.
Current 6D pose estimation methods fall apart when objects are deformed, as revealed by the new DeSOPE dataset.
Current GUI reasoning models fail because they lack a comprehensive understanding of UI elements; UILoop fixes this by explicitly modeling UI element localization, function, and usage, leading to SOTA performance.
Generative recommendation can beat DLRM in large-scale advertising, driving a 4.2% revenue lift in Kuaishou's production system via innovations in tokenization, decoding, optimization, and serving.
