no code implementations • 2 Mar 2024 • Junxian Li, Bin Shi, Erfei Cui, Hua Wei, Qinghua Zheng
To the best of our knowledge, it is the first work to include hidden layer distillation for student MLP on graphs and to combine graph Positional Encoding with MLP.
1 code implementation • 13 Sep 2023 • Hao Mei, Junxian Li, Zhiming Liang, Guanjie Zheng, Bin Shi, Hua Wei
However, most studies assume the prediction locations have complete or at least partial historical records and cannot be extended to non-historical recorded locations.
1 code implementation • 6 Sep 2023 • Zonglin Yang, Xinya Du, Junxian Li, Jie Zheng, Soujanya Poria, Erik Cambria
Hypothetical induction is recognized as the main reasoning type when scientists make observations about the world and try to propose hypotheses to explain those observations.
1 code implementation • 21 Apr 2023 • Hao Mei, Junxian Li, Bin Shi, Hua Wei
In this work, we aim to control the traffic signals in a real-world setting, where some of the intersections in the road network are not installed with sensors and thus with no direct observations around them.