Benben Liao

Multi-constraint molecular generation based on conditional transformer, knowledge distillation and reinforcement learning

Jike Wang, Chang‐Yu Hsieh, Mingyang Wang et al. · Nature Machine Intelligence · 2021 · 203 citations

Computing, Chemistry, Knowledge Representation +7

RetroPrime: A Diverse, plausible and Transformer-based method for Single-Step retrosynthesis predictions

Xiaorui Wang, Yuquan Li, Jiezhong Qiu et al. · Chemical Engineering Journal · 2021 · 140 citations

Pharmacy, Bioinformatics, Natural Product Biosynthesis +7

Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models

Guangyong Chen, Pengfei Chen, Chang‐Yu Hsieh et al. · arXiv (Cornell University) · 2019 · 65 citations · Full text

Natural Sciences, Chemistry, Materials Science +10

Rethinking the Usage of Batch Normalization and Dropout in the Training of Deep Neural Networks

Guangyong Chen, Pengfei Chen, Yujun Shi et al. · arXiv (Cornell University) · 2019 · 39 citations · Full text

Computing, Computer Science, Artificial Intelligence +12

Strong Banach property (T) for simple algebraic groups of higher rank

Benben Liao · 2014 · 38 citations

Natural Sciences, Mathematics, Algebra +6