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@IDEA-XL

IDEA AI4Science

The International Digital Economy Academy (“IDEA”) x-disciplinary research
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  1. InstructMol InstructMol Public

    InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery (COLING 2025)

    Python 43 6

  2. PRESTO PRESTO Public

    PRESTO: Progressive Pretraining Enhances Synthetic Chemistry Outcomes [EMNLP 2024]

    Python 22 3

  3. SubgDiff SubgDiff Public

    The official implementation of NeurIPS2024 paper "SubgDiff: A Subgraph Diffusion Model to Improve Molecular Representation Learning."

    Python 9

Repositories

Showing 10 of 10 repositories
  • G4D Public

    [NAACL 2025] The official code for Guide for Defense (G4D): we introduce G4D, a dynamic, guide-basedframework that operates independently of static safety prompts.

    IDEA-XL/G4D’s past year of commit activity
    Python 4 0 0 0 Updated Jan 23, 2025
  • ESM-Mamba Public

    ESM replaced with mamba architecture

    IDEA-XL/ESM-Mamba’s past year of commit activity
    Python 0 0 0 0 Updated Jan 20, 2025
  • LigUnity Public

    Official implementation for paper: A foundation model for protein-ligand affinity prediction through Jointly optimizing virtual screening and hit-to-lead optimization

    IDEA-XL/LigUnity’s past year of commit activity
    Python 0 0 0 0 Updated Jan 9, 2025
  • InstructMol Public

    InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery (COLING 2025)

    IDEA-XL/InstructMol’s past year of commit activity
    Python 43 Apache-2.0 6 2 0 Updated Dec 2, 2024
  • MoleculeQA Public

    The largest existing Question Answering Dataset for molecular research. [EMNLP 2024]

    IDEA-XL/MoleculeQA’s past year of commit activity
    4 0 0 0 Updated Nov 26, 2024
  • PRESTO Public

    PRESTO: Progressive Pretraining Enhances Synthetic Chemistry Outcomes [EMNLP 2024]

    IDEA-XL/PRESTO’s past year of commit activity
    Python 22 Apache-2.0 3 0 0 Updated Nov 18, 2024
  • SubgDiff Public

    The official implementation of NeurIPS2024 paper "SubgDiff: A Subgraph Diffusion Model to Improve Molecular Representation Learning."

    IDEA-XL/SubgDiff’s past year of commit activity
    Python 9 MIT 0 0 0 Updated Nov 12, 2024
  • ChemSafety Public

    SMILES-Prompting: A Novel Approach to LLM Jailbreak Attacks in Chemical Synthesis

    IDEA-XL/ChemSafety’s past year of commit activity
    Python 1 0 0 0 Updated Jul 11, 2024
  • AbLingua Public
    IDEA-XL/AbLingua’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Jul 10, 2024
  • .github Public
    IDEA-XL/.github’s past year of commit activity
    0 0 0 0 Updated Jul 3, 2024

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Python

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