Zeper

Zeyu Li’s Personal Paper List

Some awesome paper lists

1. Heterogeneous Information Network Embedding: Methods and Implements. link
2. Implementations of some RecSys model. link
3. Graph based deep learning literature. link

Some awesome survey papers

1. A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications [pdf]

Interpretable Machine Learning

NeuIPS 2018

1. Neural Interaction Transparency (NIT): Disentangling Learned Interactions for Improved Interpretability pdf
2. Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples pdf
3. Towards Robust Interpretability with Self-Explaining Neural Networks pdf
4. Human-in-the-Loop Interpretability Prior pdf
5. Uncertainty-Aware Attention for Reliable Interpretation and Prediction pdf

AAAI 2019

1. Explainable reasoning over knowledge graphs for recommendation. pdf
2. Explainable recommendation through attentive multi-view learning. pdf
3. Interpreting deep models for text analysis via optimization and regularization methods. [TODO]

AAAI-19 Open Sourced Tutorials

Click here

1. Explainable AI tutorial. Here
2. Graph Representation Learning. Dr. Jian Tang’s homepage

Conference Accepted Paper List

1. AAAI 2019 H

Awesome slides (thanks to the authors)

1. How to compute a derivative. Here

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