Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Rose Yu

Traffic Forecasting using Vehicle-to-Vehicle Communication


Apr 12, 2021
Steven Wong, Lejun Jiang, Robin Walters, Tamás G. Molnár, Gábor Orosz, Rose Yu

* 13 pages, 3rd Annual Conference on Learning for Dynamics and Control 2021 

  Access Paper or Ask Questions

Generator Surgery for Compressed Sensing


Mar 01, 2021
Niklas Smedemark-Margulies, Jung Yeon Park, Max Daniels, Rose Yu, Jan-Willem van de Meent, Paul Hand

* Code available at: https://github.com/nik-sm/generator-surgery 

  Access Paper or Ask Questions

Meta-Learning Dynamics Forecasting Using Task Inference


Feb 20, 2021
Rui Wang, Robin Walters, Rose Yu


  Access Paper or Ask Questions

DeepGLEAM: a hybrid mechanistic and deep learning model for COVID-19 forecasting


Feb 15, 2021
Dongxia Wu, Liyao Gao, Xinyue Xiong, Matteo Chinazzi, Alessandro Vespignani, Yian Ma, Rose Yu


  Access Paper or Ask Questions

DeepGLEAM: an hybrid mechanistic and deep learning model for COVID-19 forecasting


Feb 12, 2021
Dongxia Wu, Liyao Gao, Xinyue Xiong, Matteo Chinazzi, Alessandro Vespignani, Yian Ma, Rose Yu


  Access Paper or Ask Questions

Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems


Nov 20, 2020
Rui Wang, Danielle Maddix, Christos Faloutsos, Yuyang Wang, Rose Yu


  Access Paper or Ask Questions

Trajectory Prediction using Equivariant Continuous Convolution


Oct 21, 2020
Robin Walters, Jinxi Li, Rose Yu

* 16 pages 

  Access Paper or Ask Questions

Deep Imitation Learning for Bimanual Robotic Manipulation


Oct 11, 2020
Fan Xie, Alexander Chowdhury, M. Clara De Paolis Kaluza, Linfeng Zhao, Lawson L. S. Wong, Rose Yu


  Access Paper or Ask Questions

Dynamic Relational Inference in Multi-Agent Trajectories


Jul 16, 2020
Ruichao Xiao, Rose Yu


  Access Paper or Ask Questions

Finding Patient Zero: Learning Contagion Source with Graph Neural Networks


Jun 27, 2020
Chintan Shah, Nima Dehmamy, Nicola Perra, Matteo Chinazzi, Albert-László Barabási, Alessandro Vespignani, Rose Yu


  Access Paper or Ask Questions

Learning Disentangled Representations of Video with Missing Data


Jun 23, 2020
Armand Comas Massague, Chi Zhang, Zlatan Feric, Octavia Camps, Rose Yu


  Access Paper or Ask Questions

Aortic Pressure Forecasting with Deep Sequence Learning


May 12, 2020
Rui Wang, Eliza Huang, Uma Chandrasekaran, Rose Yu


  Access Paper or Ask Questions

Incorporating Symmetry into Deep Dynamics Models for Improved Generalization


Mar 08, 2020
Rui Wang, Robin Walters, Rose Yu


  Access Paper or Ask Questions

Multiresolution Tensor Learning for Efficient and Interpretable Spatial Analysis


Feb 15, 2020
Jung Yeon Park, Kenneth Theo Carr, Stephan Zheng, Yisong Yue, Rose Yu


  Access Paper or Ask Questions

Towards Physics-informed Deep Learning for Turbulent Flow Prediction


Dec 21, 2019
Rui Wang, Karthik Kashinath, Mustafa Mustafa, Adrian Albert, Rose Yu


  Access Paper or Ask Questions

Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology


Jul 11, 2019
Nima Dehmamy, Albert-László Barabási, Rose Yu


  Access Paper or Ask Questions

Neural Lander: Stable Drone Landing Control using Learned Dynamics


Mar 04, 2019
Guanya Shi, Xichen Shi, Michael O'Connell, Rose Yu, Kamyar Azizzadenesheli, Animashree Anandkumar, Yisong Yue, Soon-Jo Chung

* 7 pages, 5 figures, https://youtu.be/FLLsG0S78ik 

  Access Paper or Ask Questions

NAOMI: Non-Autoregressive Multiresolution Sequence Imputation


Jan 30, 2019
Yukai Liu, Rose Yu, Stephan Zheng, Eric Zhan, Yisong Yue


  Access Paper or Ask Questions

Learning Tensor Latent Features


Oct 10, 2018
Sung-En Chang, Xun Zheng, Ian E. H. Yen, Pradeep Ravikumar, Rose Yu

* 10 pages, 3 figures 

  Access Paper or Ask Questions

Long-term Forecasting using Tensor-Train RNNs


Mar 06, 2018
Rose Yu, Stephan Zheng, Anima Anandkumar, Yisong Yue

* 14 pages including appendix, updated version 

  Access Paper or Ask Questions

Multi-resolution Tensor Learning for Large-Scale Spatial Data


Feb 28, 2018
Stephan Zheng, Rose Yu, Yisong Yue


  Access Paper or Ask Questions

Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting


Feb 22, 2018
Yaguang Li, Rose Yu, Cyrus Shahabi, Yan Liu

* Published as a conference paper at ICLR 2018 

  Access Paper or Ask Questions

Tensor Regression Meets Gaussian Processes


Oct 31, 2017
Rose Yu, Guangyu Li, Yan Liu

* 17 pages 

  Access Paper or Ask Questions

Socratic Learning: Augmenting Generative Models to Incorporate Latent Subsets in Training Data


Sep 28, 2017
Paroma Varma, Bryan He, Dan Iter, Peng Xu, Rose Yu, Christopher De Sa, Christopher Ré

* 4 figures; 18 pages 

  Access Paper or Ask Questions