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Zhiming Ma

Molecule Joint Auto-Encoding: Trajectory Pretraining with 2D and 3D Diffusion

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Dec 06, 2023
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Elastic Information Bottleneck

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Nov 07, 2023
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Self-supervised Pocket Pretraining via Protein Fragment-Surroundings Alignment

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Oct 11, 2023
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Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials

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Jun 15, 2023
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Explore and Exploit the Diverse Knowledge in Model Zoo for Domain Generalization

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Jun 05, 2023
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A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining

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May 28, 2023
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When Does Group Invariant Learning Survive Spurious Correlations?

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Jun 29, 2022
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Robust Reinforcement Learning with Wasserstein Constraint

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Jun 01, 2020
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