Chenghui Zhou

According to our database, Chenghui Zhou authored at least 11 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Development and validation of a machine learning prediction model for perioperative red blood cell transfusions in cardiac surgery.

Qian Li, Hong Lv, Yuye Chen, Jingjia Shen, Jia Shi, Chenghui Zhou, Fuxia Yan

Int. J. Medical Informatics, 2024

Chemistry-Inspired Diffusion with Non-Differentiable Guidance.

Yuchen Shen, Chenhao Zhang, Sijie Fu, Chenghui Zhou, Newell Washburn, Barnabás Póczos

CoRR, 2024

2023

Objective-Agnostic Enhancement of Molecule Properties via Multi-Stage VAE.

Chenghui Zhou, Barnabás Póczos

CoRR, 2023

2022

Improving Molecule Properties Through 2-Stage VAE.

Chenghui Zhou, Barnabás Póczos

CoRR, 2022

Variational autoencoders in the presence of low-dimensional data: landscape and implicit bias.

Frederic Koehler, Viraj Mehta, Chenghui Zhou, Andrej Risteski

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Unsupervised program synthesis for images by sampling without replacement.

Chenghui Zhou, Chun-Liang Li, Barnabás Póczos

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

2020

Unsupervised Program Synthesis for Images using Tree-Structured LSTM.

Chenghui Zhou, Chun-Liang Li, Barnabás Póczos

CoRR, 2020

Compressed Video Action Recognition Using Motion Vector Representation.

Chenghui Zhou, Xiaolei Chen, Pei Sun, Guanwen Zhang, Wei Zhou

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2018

Multimodal Movement Activity Recognition Using a Robot's Proprioceptive Sensors.

Robin Schmucker, Chenghui Zhou, Manuela Veloso

Proceedings of the RoboCup 2018: Robot World Cup XXII [Montreal, 2018

Towards a Robust Interactive and Learning Social Robot.

Michiel de Jong, Kevin Zhang, Aaron M. Roth, Travers Rhodes, Robin Schmucker, Chenghui Zhou, Sofia Ferreira, João Cartucho, Manuela M. Veloso

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2016

Learning time series models for pedestrian motion prediction.

Chenghui Zhou, Borja Balle, Joelle Pineau

Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016