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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 254 52

  2. 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 65 11

  3. 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 63 11

  4. 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 58 10

  5. RLPapers RLPapers Public

    Must-read papers on Reinforcement Learning (RL)

    54 4

  6. ChiPBench ChiPBench Public

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

    Verilog 52 3

Repositories

Showing 10 of 60 repositories
  • CGPO Public

    Official implementation of CGPO (ICLR 2026): Boosting Multi-Domain Reasoning of LLMs via Curvature-Guided Policy Optimization.

    MIRALab-USTC/CGPO’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Mar 2, 2026
  • CircuitEvo Public

    We propose a Circuit Program Evolution} framework, namely CircuitEvo, which iteratively leverages the large language models (LLMs) to evolve circuit programs towards improved compactness while preserving functional accuracy.

    MIRALab-USTC/CircuitEvo’s past year of commit activity
    Python 0 0 0 0 Updated Feb 28, 2026
  • HIS Public

    A Hierarchical Circuit Symbolic Discovery Framework that can learn a lightweight and interpretable symbolic function for efficient LO.

    MIRALab-USTC/HIS’s past year of commit activity
    Python 0 0 0 0 Updated Feb 28, 2026
  • LLM-TAPPA Public

    The code for "Why Attention Patterns Exist: A Unifying Temporal Perspective Analysis", Qingyue Yang, Jie Wang, Xing Li, Yinqi Bai, Xialiang Tong, Huiling Zhen, Jianye HAO, Mingxuan Yuan, Bin Li.

    MIRALab-USTC/LLM-TAPPA’s past year of commit activity
    Python 3 MIT 1 1 0 Updated Feb 4, 2026
  • AI4EDA-LaMPlace Public
    MIRALab-USTC/AI4EDA-LaMPlace’s past year of commit activity
    C++ 21 3 3 0 Updated Dec 1, 2025
  • AI4EDA Public
    MIRALab-USTC/AI4EDA’s past year of commit activity
    3 0 0 0 Updated Nov 20, 2025
  • L2O-DynSep Public

    Code for Paper 'Dynamic Configuration for Cutting Plane Separators via Reinforcement Learning on Incremental Graph', accepted by NeurIPS 2025.

    MIRALab-USTC/L2O-DynSep’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Oct 24, 2025
  • L2O-DiffILO Public

    This is the code of DiffILO, an unsupervised learning approach for predicting solutions to Integer Linear Programs (ILPs).

    MIRALab-USTC/L2O-DiffILO’s past year of commit activity
    Python 33 MIT 7 0 0 Updated Oct 24, 2025
  • LLM-AnDPro Public

    This is the code of our paper "Accurate KV Cache Eviction via Anchor Direction Projection for Efficient LLM Inference", which has been accepted by NeurIPS 2025.

    MIRALab-USTC/LLM-AnDPro’s past year of commit activity
    Python 2 0 1 0 Updated Oct 23, 2025
  • OptiTree Public
    MIRALab-USTC/OptiTree’s past year of commit activity
    Python 14 MIT 1 0 0 Updated Oct 21, 2025
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