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Tingjun Hou

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Generative AI for Controllable Protein Sequence Design: A Survey

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Feb 16, 2024
Yiheng Zhu, Zitai Kong, Jialu Wu, Weize Liu, Yuqiang Han, Mingze Yin, Hongxia Xu, Chang-Yu Hsieh, Tingjun Hou

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Multiscale Topology in Interactomic Network: From Transcriptome to Antiaddiction Drug Repurposing

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Dec 03, 2023
Hongyan Du, Guo-Wei Wei, Tingjun Hou

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From molecules to scaffolds to functional groups: building context-dependent molecular representation via multi-channel learning

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Nov 05, 2023
Yue Wan, Jialu Wu, Tingjun Hou, Chang-Yu Hsieh, Xiaowei Jia

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MolHF: A Hierarchical Normalizing Flow for Molecular Graph Generation

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May 15, 2023
Yiheng Zhu, Zhenqiu Ouyang, Ben Liao, Jialu Wu, Yixuan Wu, Chang-Yu Hsieh, Tingjun Hou, Jian Wu

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Sample-efficient Multi-objective Molecular Optimization with GFlowNets

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Feb 08, 2023
Yiheng Zhu, Jialu Wu, Chaowen Hu, Jiahuan Yan, Chang-Yu Hsieh, Tingjun Hou, Jian Wu

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Recent advances in artificial intelligence for retrosynthesis

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Jan 14, 2023
Zipeng Zhong, Jie Song, Zunlei Feng, Tiantao Liu, Lingxiang Jia, Shaolun Yao, Tingjun Hou, Mingli Song

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Root-aligned SMILES for Molecular Retrosynthesis Prediction

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Mar 23, 2022
Zipeng Zhong, Jie Song, Zunlei Feng, Tiantao Liu, Lingxiang Jia, Shaolun Yao, Min Wu, Tingjun Hou, Mingli Song

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