Tianfan Fu

benchmark dataset and Deep learning method (Hierarchical Interaction Network, HINT) for clinical trial approval probability prediction, published in Cell Patterns 2022.

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(differentiable) gradient-based optimization on a chemical graph for de novo molecule design/optimization (ICLR 2022)

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MIMOSA: Multi-constraint Molecule Sampling for Molecule Optimization (AAAI 21')

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CORE: Automatic Molecule Optimization using Copy & Refine Strategy (AAAI 2020)

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Structure-based Drug Design; Reinforcement Learning and Genetic Algorithm

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GenoCraft: A Comprehensive, User-Friendly Web Platform for High-Throughput Omics Data Analysis and Visualization (https://arxiv.org/pdf/2312.14249)

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