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Author

Haoyu Wang

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Book Open access Aug 2026

RelKD 2026: The Fourth International Workshop on Resource-Efficient Learning for Knowledge Discovery

Modern machine learning techniques, particularly deep learning, have shown remarkable efficacy in numerous knowledge discovery and data mining applications. However, the advancement of these methods is frequently impeded by resource constraint challenges in many scenarios, such as limited labeled data (data-level), sma...

Chu-Xu Zhang, Kai-Ze Ding, D. Xu et al. · 0 citations
Jul 2026

ROCS: Request-Oriented Compute Sharing for Efficient Large-Scale Recommendation

This work proposes Request-Oriented Compute Sharing (ROCS), a modeling and inference paradigm that exploits a unique property of recommendation inference: each user request is evaluated against many candidates, while request-side features are shared across candidates.

Yuxin Chen, Liang Luo, Buyun Zhang et al. · 0 citations

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