no code implementations • 15 Jun 2023 • Wanyuan Wang, Tianchi Qiao, Jinming Ma, Jiahui Jin, Zhibin Li, Weiwei Wu, Yichuan Jian
Key to the challenge of TSC includes 1) the essential of real-time signal decision, 2) the complexity in traffic dynamics, and 3) the network-level coordination.
1 code implementation • 21 Feb 2023 • Yuchen Wang, Jinghui Zhang, Zhengjie Huang, Weibin Li, Shikun Feng, Ziheng Ma, Yu Sun, dianhai yu, Fang Dong, Jiahui Jin, Beilun Wang, Junzhou Luo
Then, we combine the group aggregation and the learnable encodings into a Transformer encoder to capture the semantic information.
2 code implementations • 15 Oct 2019 • Yu-Xiang Wang, Arijit Khan, Tianxing Wu, Jiahui Jin, Haijiang Yan
We face two challenges on graph query over a knowledge graph: (1) the structural gap between $G_Q$ and the predefined schema in $G$ causes mismatch with query graph, (2) users cannot view the answers until the graph query terminates, leading to a longer system response time (SRT).
Databases