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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 64 9

  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 61 10

  5. ChiPBench ChiPBench Public

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

    Verilog 58 4

  6. RLPapers RLPapers Public

    Must-read papers on Reinforcement Learning (RL)

    54 4

Repositories

Showing 10 of 60 repositories
  • Apollo-MILP Public

    The code for "Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming", Haoyang Liu, Jie Wang, Zijie Geng, Xijun Li, Yuxuan Zong, Fangzhou Zhu, Jianye HAO, Feng Wu. ICLR 2025

    MIRALab-USTC/Apollo-MILP’s past year of commit activity
    Python 3 MIT 0 0 0 Updated Apr 21, 2026
  • 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 1 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 7 MIT 1 1 0 Updated Feb 4, 2026
  • AI4EDA-LaMPlace Public
    MIRALab-USTC/AI4EDA-LaMPlace’s past year of commit activity
    C++ 26 3 4 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 1 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 38 MIT 10 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 3 0 1 0 Updated Oct 23, 2025
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