RMMDet: Road-Side Multitype and Multigroup Sensor Detection System for Autonomous Driving

1 code implementation • 9 Mar 2023 • Xiuyu Yang, Zhuangyan Zhang, Haikuo Du, Sui Yang, Fengping Sun, Yanbo Liu, Ling Pei, Wenchao Xu, Weiqi Sun, Zhengyu Li

Then we implement muti-type sensor detection and multi-group sensors fusion in this environment, including camera-radar and camera-lidar detection based on result-level fusion.

Autonomous Driving Scheduling

Position-enhanced and Time-aware Graph Convolutional Network for Sequential Recommendations

1 code implementation • 12 Jul 2021 • Liwei Huang, Yutao Ma, Yanbo Liu, Bohong, Du, Shuliang Wang, Deyi Li

PTGCN models the sequential patterns and temporal dynamics between user-item interactions by defining a position-enhanced and time-aware graph convolution operation and learning the dynamic representations of users and items simultaneously on the bipartite graph with a self-attention aggregator.

Position Sequential Recommendation

DAN-SNR: A Deep Attentive Network for Social-Aware Next Point-of-Interest Recommendation

1 code implementation • 25 Apr 2020 • Liwei Huang, Yutao Ma, Yanbo Liu, Keqing He

In particular, the DAN-SNR makes use of the self-attention mechanism instead of the architecture of recurrent neural networks to model sequential influence and social influence in a unified manner.