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TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph [article]

Xueyuan Lin, Chengjin Xu, Haihong E, Fenglong Su, Gengxian Zhou, Tianyi Hu, Ningyuan Li, Mingzhi Sun, Haoran Luo
2022 arXiv   pre-print
Recent complex query embedding (CQE) methods for reasoning focus on static KGs, while temporal knowledge graphs (TKGs) have not been fully explored. Reasoning over TKGs has two challenges: 1.  ...  With generated three datasets, we propose the first temporal CQE named Temporal Feature-Logic Embedding framework (TFLEX) to answer the temporal complex queries.  ...  (1 − α ) XOR(α, α ) = s T X( u ⊗ v) = α + α − 2αα (3) Method In this section, we propose a temporal feature-logic embedding framework (TFLEX) for reasoning over temporal knowledge graphs.  ... 
arXiv:2205.14307v1 fatcat:y46z25m7qrdezkhuiupovet3my

The Principle and Progress of Dynamically Reconfigurable Computing Technologies

Shaojun Wei, Yan'an Lu
2020 Chinese journal of electronics  
However, the fundamental reasons for the characteristics have never been deeply discussed in previous papers. This paper analyzes the reasons from the perspective of design methodology.  ...  Dynamically reconfigurable computing architecture, which has the both characteristics, is one of the most promising architectures for future processors.  ...  or graph model.  ... 
doi:10.1049/cje.2020.05.002 fatcat:drwvb2el4zbc3mge4ytqtdx7z4

A Survey of Coarse-Grained Reconfigurable Architecture and Design

Leibo Liu, Jianfeng Zhu, Zhaoshi Li, Yanan Lu, Yangdong Deng, Jie Han, Shouyi Yin, Shaojun Wei
2019 ACM Computing Surveys  
This article reviews the architecture and design of CGRAs thoroughly for the purpose of exploiting their full potential. First, a novel multidimensional taxonomy is proposed.  ...  Compilers are responsible for making this arrangement. The combination of spatial and temporal computation provides a more flexible and powerful implementation framework for applications.  ...  However, because the logic of a PE is much more complex than Boolean logic operations or comparators, it would be too challenging to integrate CGRAs into the DRAM process technology.  ... 
doi:10.1145/3357375 fatcat:pqi4d33i6bg45a6llswhwd44qi

Development of simplified dynamic response models for blast-loaded bridge components [article]

Eric Louis Sammarco
I especially would like to thank Eric Williamson for his guidance, support, and undivided attention over the past five years.  ...  I am greatly appreciative of their diligence and hard work over the past few years, and I look forward to our continued association.  ...  SDOF dynamic analysis framework  ... 
doi:10.15781/t27d2qd25 fatcat:fczkeaytbjf5nfuciy7ey2tun4