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Insightful Tutorials and Papers about Knowledge Graphs
This is the official code release of the following paper: Hao Dong et al., Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning.
This is the official code release of the following paper: Zixuan Li, Xiaolong Jin, Wei Li, Saiping Guan, Jiafeng Guo, Huawei Shen, Yuanzhuo Wang and Xueqi Cheng. Temporal Knowledge Graph Reasoning …
[NeurIPS 2024] Implementation of "Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification"
[LREC-COLING 2024] TransERR: Translation-based Knowledge Graph Embedding via Efficient Relation Rotation
Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)
TeRDy: Temporal Relation Dynamics through Frequency Decomposition for Temporal Knowledge Graph Completion
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets
[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)
links to conference publications in graph-based deep learning
Writing AI Conference Papers: A Handbook for Beginners
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
📖 [译] 面向机器学习的特征工程
An index of algorithms for learning causality with data
A Collection of Variational Autoencoders (VAE) in PyTorch.
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
MLNLP社区用来帮助大家避免论文投稿小错误的整理仓库。 Paper Writing Tips
Enhance Your English Writing for Science Research 写论文英语素材
Some Conferences' accepted paper lists (including AI, ML, Robotic)