Search Results for author: Shijia Wang

Found 3 papers, 1 papers with code

An Efficient Large Recommendation Model: Towards a Resource-Optimal Scaling Law

no code implementations14 Feb 2025 Songpei Xu, Shijia Wang, Da Guo, Xianwen Guo, Qiang Xiao, Fangjian Li, Chuanjiang Luo

The pursuit of scaling up recommendation models confronts intrinsic tensions between expanding model capacity and preserving computational tractability.

Feature Compression Recommendation Systems

Shape Modeling with Spline Partitions

1 code implementation5 Aug 2021 Shufei Ge, Shijia Wang, Lloyd Elliott

In this work, we focus on Bayesian nonparametric methods for capturing shapes by partitioning a space using curves.

Image Segmentation Semantic Segmentation

Random Tessellation Forests

no code implementations NeurIPS 2019 Shufei Ge, Shijia Wang, Yee Whye Teh, Liangliang Wang, Lloyd T. Elliott

The Ostomachion process and the self-consistent binary space partitioning-tree process were recently introduced as generalizations of the Mondrian process for space partitioning with non-axis aligned cuts in the two dimensional plane.

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