no code implementations • 8 Jan 2024 • Shuge Lei, Haonan Hu, Dasheng Sun, Huabin Zhang, Kehong Yuan, Jian Dai, Jijun Tang, Yan Tong
This paper focuses on the classification task of breast ultrasound images and researches on the reliability measurement of classification results.
1 code implementation • 27 Apr 2021 • Guanglin Niu, Yang Li, Chengguang Tang, Ruiying Geng, Jian Dai, Qiao Liu, Hao Wang, Jian Sun, Fei Huang, Luo Si
Moreover, modeling and inferring complex relations of one-to-many (1-N), many-to-one (N-1), and many-to-many (N-N) by previous knowledge graph completion approaches requires high model complexity and a large amount of training instances.
no code implementations • 8 Jan 2021 • YingNi Wang, Shuge Lei, Jian Dai, Kehong Yuan
The implementation of medical AI has always been a problem.
no code implementations • 7 Jan 2021 • Jian Dai, Shuge Lei, Licong Dong, Xiaona Lin, Huabin Zhang, Desheng Sun, Kehong Yuan
Significance: 1) The proposed method makes the target detection model more suitable for diagnosing breast ultrasound images.
1 code implementation • EMNLP 2020 • Zequn Sun, Muhao Chen, Wei Hu, Chengming Wang, Jian Dai, Wei zhang
Capturing associations for knowledge graphs (KGs) through entity alignment, entity type inference and other related tasks benefits NLP applications with comprehensive knowledge representations.
Ranked #28 on Entity Alignment on DBP15k zh-en
1 code implementation • 20 Nov 2019 • Zequn Sun, Chengming Wang, Wei Hu, Muhao Chen, Jian Dai, Wei zhang, Yuzhong Qu
As the direct neighbors of counterpart entities are usually dissimilar due to the schema heterogeneity, AliNet introduces distant neighbors to expand the overlap between their neighborhood structures.
Ranked #29 on Entity Alignment on DBP15k zh-en
no code implementations • 4 Aug 2019 • Tian Zhang, Jia Wang, Yihang Dan, Yuxiang Lanqiu, Jian Dai, Xu Han, Xiaojuan Sun, Kun Xu
Recently, optical neural networks (ONNs) integrated in photonic chips has received extensive attention because they are expected to implement the same pattern recognition tasks in the electronic platforms with high efficiency and low power consumption.