Search Results for author: Sean Bin Yang

Found 4 papers, 2 papers with code

Weakly-supervised Temporal Path Representation Learning with Contrastive Curriculum Learning -- Extended Version

1 code implementation30 Mar 2022 Sean Bin Yang, Chenjuan Guo, Jilin Hu, Bin Yang, Jian Tang, Christian S. Jensen

In this setting, it is essential to learn generic temporal path representations(TPRs) that consider spatial and temporal correlations simultaneously and that can be used in different applications, i. e., downstream tasks.

Contrastive Learning Representation Learning +1

PathRank: A Multi-Task Learning Framework to Rank Paths in Spatial Networks

no code implementations9 Jul 2019 Sean Bin Yang, Bin Yang

The objective function is designed to consider errors on both ranking scores and spatial properties, making the framework a multi-task learning framework.

Multi-Task Learning Network Embedding +1

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