9 citations · 18 across the 3 of their papers we have counts for
3 papers
cs.LG2022★ 8 cited
Temporally Disentangled Representation Learning
Weiran Yao, Guangyi Chen, Kun Zhang
Recently in the field of unsupervised representation learning, strong identifiability results for disentanglement of causally-related latent variables have been established by expl…
stat.ML2022★ 1 cited
Learning Latent Causal Dynamics
Weiran Yao, Guangyi Chen, Kun Zhang
One critical challenge of time-series modeling is how to learn and quickly correct the model under unknown distribution shifts. In this work, we propose a principled framework, cal…
eess.SP2020★ 9 cited
Learning to Recommend Signal Plans under Incidents with Real-Time Traffic Prediction
Weiran Yao, Sean Qian
The main question to address in this paper is to recommend optimal signal timing plans in real time under incidents by incorporating domain knowledge developed with the traffic sig…