Chenghui Zhou

Joined

April 2020

Names

Chenghui Zhou (Preferred)

Emails

****@andrew.cmu.edu (Confirmed)

Personal Links

Career & Education History

PhD student

CMU, Carnegie Mellon University (andrew.cmu.edu)

2016 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

Generative Models

Present

Molecule Generation/Drug Discovery

Present

Publications

Chemistry-Inspired Diffusion with Non-Differentiable Guidance
Yuchen Shen, Chenhao Zhang, Sijie Fu, Chenghui Zhou, Newell Washburn, Barnabas Poczos
- ICLR 2025 Poster
- Readers: Everyone
Non-Differentiable Diffusion Guidance for Improved Molecular Geometry
Yuchen Shen, Chenhao Zhang, Chenghui Zhou, Sijie Fu, Newell Washburn, Barnabas Poczos
- ICML2024-AI4Science Poster
- Readers: Everyone
Objective-Agnostic Enhancement of Molecule Properties via Multi-Stage VAE
Chenghui Zhou, Barnabas Poczos
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Variational autoencoders in the presence of low-dimensional data: landscape and implicit bias
Frederic Koehler, Viraj Mehta, Chenghui Zhou, Andrej Risteski
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Poster
- Readers: Everyone
Unsupervised Program Synthesis for Images By Sampling Without Replacement
Chenghui Zhou, Chun-Liang Li, Barnabás Póczos
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Withdrawn Submission
- Readers: Everyone
Unsupervised Program Synthesis for Images using Tree-Structured LSTM.
Chenghui Zhou, Chun-Liang Li, Barnabás Póczos
- 2020 (modified: 09 Nov 2022)
- CoRR2020
- Readers: Everyone
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
- 2018 (modified: 09 Nov 2022)
- AAMAS2018
- Readers: Everyone
Multimodal Movement Activity Recognition Using a Robot's Proprioceptive Sensors.
Robin Schmucker, Chenghui Zhou, Manuela Veloso
- 2018 (modified: 09 Nov 2022)
- RoboCup2018
- Readers: Everyone
Learning time series models for pedestrian motion prediction.
Chenghui Zhou, Borja Balle, Joelle Pineau
- 2016 (modified: 09 Nov 2022)
- ICRA2016
- Readers: Everyone

Co-Authors