no code implementations • 2 Aug 2020 • Yu-Jun Zheng, Xin Chen, Tie-Er Gan, Min-Xia Zhang, Wei-Guo Sheng, Ling Wang
In this paper, we present an approach that first transforms the original high-dimensional, constrained multiobjective optimization problem to a low-dimensional, unconstrained multiobjective optimization problem, and then evaluates each solution to the transformed problem by solving a set of simple single-objective optimization subproblems, such that the problem can be efficiently solved by existing evolutionary multiobjective algorithms.
no code implementations • 7 Jun 2020 • Dafang Zou, Leiming Zhang, Jiafa Mao, Wei-Guo Sheng
In this paper, we propose a Feature Interaction based Neural Network (FINN) which is able to model feature interaction via a 3-dimention relation tensor.
Ranked #28 on Click-Through Rate Prediction on Criteo
no code implementations • WS 2018 • Wenfan Chen, Wei-Guo Sheng
The proposed scheme has been applied to learn word representation on Chinese.