2 papers
cs.CE2024
Heterogeneous Entity Representation for Medicinal Synergy Prediction
Jiawei Wu, Jun Wen, Mingyuan Yan +4
Medicinal synergy prediction is a powerful tool in drug discovery and development that harnesses the principles of combination therapy to enhance therapeutic outcomes by improving…
cs.LG2024
Gaussian Mixture Vector Quantization with Aggregated Categorical Posterior
Mingyuan Yan, Jiawei Wu, Rushi Shah +1
The vector quantization is a widely used method to map continuous representation to discrete space and has important application in tokenization for generative mode, bottlenecking…