no code implementations • 15 Oct 2022 • Shanshan Wang, Zhen Zeng, Xun Yang, Xingyi Zhang
Cognitive diagnosis is a fundamental yet critical research task in the field of intelligent education, which aims to discover the proficiency level of different students on specific knowledge concepts.
1 code implementation • 10 Aug 2021 • Shangshang Yang, Ye Tian, Xiaoshu Xiang, Shichen Peng, Xingyi Zhang
Evolutionary neural architecture search (ENAS) has recently received increasing attention by effectively finding high-quality neural architectures, which however consumes high computational cost by training the architecture encoded by each individual for complete epochs in individual evaluation.
1 code implementation • 10 Jun 2021 • Xingyi Zhang, Kun Xie, Sibo Wang, Zengfeng Huang
Recent progress on node embedding shows that proximity matrix factorization methods gain superb performance and scale to large graphs with millions of nodes.
no code implementations • 22 May 2021 • Ye Tian, Xingyi Zhang, Cheng He, Kay Chen Tan, Yaochu Jin
In the past three decades, a large number of metaheuristics have been proposed and shown high performance in solving complex optimization problems.
no code implementations • 4 Jan 2017 • Ye Tian, Ran Cheng, Xingyi Zhang, Yaochu Jin
To address these issues, we have developed a MATLAB platform for evolutionary multi-objective optimization in this paper, called PlatEMO, which includes more than 50 multi-objective evolutionary algorithms and more than 100 multi-objective test problems, along with several widely used performance indicators.