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@MIRALab-USTC

MIRA Lab

Laboratory of Machine Intelligence Research and Applications at University of Science and Technology of China

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  1. KGE-HAKE KGE-HAKE Public

    The code of paper Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction. Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang, Jie Wang. AAAI 2020.

    Python 251 52

  2. GCN4KGC GCN4KGC Public

    The code of paper Rethinking Graph Convolutional Networks in Knowledge Graph Completion. Zhanqiu Zhang, Jie Wang, Jieping Ye, Feng Wu. WWW 2022.

    Python 58 11

  3. AI4Sci-MiCaM AI4Sci-MiCaM Public

    This is the code of paper "De Novo Molecular Generation via Connection-aware Motif Mining". Zijie Geng, Shufang Xie, Yingce Xia, Lijun Wu, Tao Qin, Jie Wang, Yongdong Zhang, Feng Wu, Tie-Yan Liu. I…

    Python 53 10

  4. L2O-HEM-Torch L2O-HEM-Torch Public

    The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li, Jie Wang*, Yufei Kuang, Mingxuan Yuan, Jia Zeng, Yongdong Zhan…

    Python 52 8

  5. KGE-DURA KGE-DURA Public

    The code of paper Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion. Zhanqiu Zhang, Jianyu Cai, Jie Wang. NeurIPS 2020.

    Python 50 9

  6. QE-ConE QE-ConE Public

    The code of paper ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs. Zhanqiu Zhang, Jie Wang, Jiajun Chen, Shuiwang Ji, Feng Wu. NeurIPS 2021.

    Python 44 8

Repositories

Showing 10 of 44 repositories
  • RL-CRESP Public
    MIRALab-USTC/RL-CRESP’s past year of commit activity
    Python 6 1 2 0 Updated Nov 13, 2024
  • AI4EDA-EfficientPlace Public

    This is the code for our paper "Reinforcement Learning within Tree Search for Fast Macro Placement".

    MIRALab-USTC/AI4EDA-EfficientPlace’s past year of commit activity
    Python 8 MIT 0 0 0 Updated Nov 13, 2024
  • AI4EDA_TNet Public
    MIRALab-USTC/AI4EDA_TNet’s past year of commit activity
    Python 1 1 0 0 Updated Nov 12, 2024
  • RL-TRACER Public
    MIRALab-USTC/RL-TRACER’s past year of commit activity
    Python 4 MIT 0 0 0 Updated Oct 15, 2024
  • L2O-G2MILP Public

    This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.

    MIRALab-USTC/L2O-G2MILP’s past year of commit activity
    Python 27 MIT 6 0 0 Updated Oct 3, 2024
  • ChiPBench Public

    ChiPBench:Benchmarking End-to-End Performance of AI-based Chip Placement Algorithms

    MIRALab-USTC/ChiPBench’s past year of commit activity
    Python 19 BSD-3-Clause 1 0 0 Updated Oct 3, 2024
  • L2O-GS4CO Public

    The code of paper *Towards General Algorithm Discovery for Combinatorial Optimization: Learning Symbolic Branching Policy from Bipartite Graph*.

    MIRALab-USTC/L2O-GS4CO’s past year of commit activity
    Python 0 0 0 0 Updated Aug 13, 2024
  • L2O-Symb4CO Public

    The code of paper *Rethinking Branching on Exact Combinatorial Optimization Solver: The First Deep Symbolic Discovery Framework*.

    MIRALab-USTC/L2O-Symb4CO’s past year of commit activity
    Python 2 0 0 0 Updated Apr 19, 2024
  • scip Public

    The scip codes used for machine learning purposes. Downloaded from https://www.scipopt.org/index.php#download

    MIRALab-USTC/scip’s past year of commit activity
    C 0 0 0 0 Updated Apr 19, 2024
  • PySCIPOpt Public Forked from ds4dm/PySCIPOpt

    The PySCIPOpt codes used for machine learning purposes. Forked from https://github.com/ds4dm/PySCIPOpt.git .

    MIRALab-USTC/PySCIPOpt’s past year of commit activity
    Python 0 MIT 253 0 0 Updated Apr 18, 2024
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