no code implementations • 19 Feb 2023 • Huijuan Wang, Maurice HT Ling, Tze Kwang Chua, Chueh Loo Poh
A major challenge in synthetic genetic circuit development is the inter-dependency between heterologous gene expressions by circuits and host's growth rate.
1 code implementation • 3 Aug 2022 • Benedict Yeoh, Huijuan Wang
Large pre-trained neural networks are ubiquitous and critical to the success of many downstream tasks in natural language processing and computer vision.
1 code implementation • 13 May 2022 • Huijuan Wang, Siming Dai, Weiyue Su, Hui Zhong, Zeyang Fang, Zhengjie Huang, Shikun Feng, Zeyu Chen, Yu Sun, dianhai yu
Notably, it averagely brings about 10% relative improvement to triplet-based embedding methods on OGBL-WikiKG2 and takes 5%-83% time to achieve comparable results as the state-of-the-art GC-OTE.
no code implementations • 5 Jul 2021 • Weiyue Su, Zeyang Fang, Hui Zhong, Huijuan Wang, Siming Dai, Zhengjie Huang, Yunsheng Shi, Shikun Feng, Zeyu Chen
In addition to the representations, we also use various statistical probabilities among the head entities, the relations and the tail entities for the final prediction.
1 code implementation • 30 Apr 2021 • Huijuan Wang, Shuangyin Li, Rong pan
Specifically, we add soft constraints on aligned entity pairs and neighbours to the existing knowledge representation learning methods.