Preprints

Fragment-Based Sequential Translation for Molecular Optimization.
Benson Chen*, Xiang Fu*, Tommi Jaakkola, Regina Barzilay.
[paper]

Crystal Diffusion Variational Autoencoder for Periodic Material Generation.
Tian Xie*, Xiang Fu*, Octavian-Eugen Ganea*, Regina Barzilay, Tommi S. Jaakkola.
[paper]

Publications

Learning to Jump from Pixels.
Gabriel B Margolis, Tao Chen, Kartik Paigwar, Xiang Fu, Donghyun Kim, Sangbae Kim, Pulkit Agrawal.
Conference on Robot Learning (CoRL), 2021.
[project] [paper]

Learning Task Informed Abstractions.
Xiang Fu*, Ge Yang*, Pulkit Agrawal, Tommi Jaakkola.
International Conference on Machine Learning (ICML), 2021.
[project] [paper] [code]

Language Inference for Reward Learning.
Xiang Fu, Tao Chen, Pulkit Agrawal, Tommi Jaakkola.
NeurIPS BARL Workshop, 2020.
[paper]

Modeling and Analysis of Tagging Networks in Stack Exchange Communities.
Xiang Fu*, Shangdi Yu*, Austin R. Benson.
Journal of Complex Networks, 2019.
[paper] [code]