MIRA Lab (@MIRALab-USTC)
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MIRALab-USTC

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  • Stars
    star
    794
  • Global Org. Rank 17,942 (Top 6 %)
  • Registered about 6 years ago
  • Most used languages
    Python
         96.3 %
    JavaScript
         3.7 %
  • Location πŸ‡¨πŸ‡³ China
  • Country Total Rank 6,642
  • Country Ranking
    Python
         1,024

Top repositories

1

KGE-HAKE

The code of paper Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction. Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang, Jie Wang. AAAI 2020.
Python
249
star
2

GCN4KGC

The code of paper Rethinking Graph Convolutional Networks in Knowledge Graph Completion. Zhanqiu Zhang, Jie Wang, Jieping Ye, Feng Wu. WWW 2022.
Python
56
star
3

KGE-DURA

The code of paper Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion. Zhanqiu Zhang, Jianyu Cai, Jie Wang. NeurIPS 2020.
Python
50
star
4

L2O-HEM-Torch

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 Zhang, Feng Wu. ICLR 2023.
Python
46
star
5

AI4Sci-MiCaM

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. ICLR 2023.
Python
46
star
6

QE-ConE

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
43
star
7

GNN-LMC

The code of paper LMC: Fast Training of GNNs via Subgraph Sampling with Provable Convergence. Zhihao Shi, Xize Liang, Jie Wang. ICLR 2023.
Python
42
star
8

GraphAKD

The code of paper Compressing Deep Graph Neural Networks via Adversarial Knowledge Distillation. Huarui He, Jie Wang, Zhanqiu Zhang, Feng Wu. SIGKDD 2022.
Python
40
star
9

KG-TACT

The code of paper Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs. Jiajun Chen, Huarui He, Feng Wu, Jie Wang. AAAI 2021.
Python
39
star
10

RLPapers

Must-read papers on Reinforcement Learning (RL)
36
star
11

KGEPapers

Must-read papers on Knowledge Graph Embedding
25
star
12

KGRPapers

Must-read papers on Knowledge Graph Reasoning (KGR)
22
star
13

L2O-G2MILP

This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.
Python
22
star
14

RL-CMBAC

The code of paper Sample-Efficient Reinforcement Learning via Conservative Model-Based Actor-Critic. Zhihai Wang, Jie Wang*, Qi Zhou, Bin Li, Houqiang Li. AAAI 2022.
Python
18
star
15

RL-SCPO

The code of paper *Learning Robust Policy against Disturbance in Transition Dynamics via State-Conservative Policy Optimization*.
Python
14
star
16

DD-RetroDCVAE

A novel template-free retrosynthesizer that can generate diverse sets of reactants for a desired product via discrete conditional variational autoencoders.
Python
14
star
17

KDDCup2021_WikiKG90M_GraphMIRAcles

Python
8
star
18

D-SPIDER-SFO

Python
7
star
19

RL-SPF

a representation learning method that predicts the Fourier transform of state sequences to improve sample efficiency of RL algorithms.
Python
6
star
20

RL-CBM

The code of paper Robust Representation learning by Clustering with Bisimulation Metrics for Visual Reinforcement Learning with Distractions. Qiyuan Liu, Qi Zhou, Rui Yang, Jie Wang. AAAI 2023.
Python
5
star
21

RL-CRESP

Python
5
star
22

Data-for-Reinforcement-Learning-Baselines

Results and data for reinforcement learning algorithms.
4
star
23

AI4LogicSynthesis-PruneX

Python
3
star
24

RL-POMBU

Python
3
star
25

RL-ACED

The code of paper *Promoting Stochasticity for Expressive Policies viaa Simple and Efficient Regularization Method*.
Python
3
star
26

MIRA-Book-for-Reinforcement-Learning

MIRA Book for Reinforcement Learning (draft)
2
star
27

VCells

The implementation of the VCells algorithm
JavaScript
2
star
28

L2O-Symb4CO

The code of paper *Rethinking Branching on Exact Combinatorial Optimization Solver: The First Deep Symbolic Discovery Framework*.
Python
2
star
29

DCRN

This is the code of paper Deep Cognitive Reasoning Network for Multi-hop Question Answering over Knowledge Graphs. Jianyu Cai, Zhanqiu Zhang, Feng Wu, Jie Wang. Findings of ACL 2021
Python
2
star
30

RL-RAEB

This is the code for the paper "Efficient Exploration in Resource-Restricted Reinforcement Learning" (https://arxiv.org/abs/2212.06988)
Python
1
star
31

EAPapers

Must-read papers on Entity Alignment
1
star
32

MIRA-Book-for-Representation-Learning

MIRA Book for Representation Learning (draft)
1
star
33

LD

Python
1
star
34

RL-TRACER

Python
1
star