Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation

1 code implementation • 27 Feb 2024 • Yaofo Chen, Shuaicheng Niu, Shoukai Xu, Hengjie Song, YaoWei Wang, Mingkui Tan

Moreover, with the increasing data collected at the edge, this paradigm also fails to further adapt the cloud model for better performance.

Automatic Subspace Evoking for Efficient Neural Architecture Search

1 code implementation • 31 Oct 2022 • Yaofo Chen, Yong Guo, Daihai Liao, Fanbing Lv, Hengjie Song, Mingkui Tan

Then, we perform a local search within the evoked subspace to find an effective architecture.

Neural Architecture Search

Time-aware Graph Embedding: A temporal smoothness and task-oriented approach

no code implementations • 22 Jul 2020 • Yonghui Xu, Shengjie Sun, Yuan Miao, Dong Yang, Xiaonan Meng, Yi Hu, Ke Wang, Hengjie Song, Chuanyan Miao

Knowledge graph embedding, which aims to learn the low-dimensional representations of entities and relationships, has attracted considerable research efforts recently.

Knowledge Graph Embedding