Siqi Miao

Affiliations:

Georgia Tech, School of Electrical and Computer Engineering, Atlanta, GA, USA
Purdue University, Department of Computer Science, West Lafayette, IN, USA

According to our database¹, Siqi Miao authored at least 8 papers between 2022 and 2024.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

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Bibliography

2024

Towards Understanding Sensitive and Decisive Patterns in Explainable AI: A Case Study of Model Interpretation in Geometric Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2024

What Can We Learn from State Space Models for Machine Learning on Graphs?

[BibT_eX]

[DOI]

Yinan Huang

Siqi Miao

Pan Li

CoRR, 2024

Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

High Pileup Particle Tracking with Object Condensation.

[BibT_eX]

[DOI]

CoRR, 2023

GDL-DS: A Benchmark for Geometric Deep Learning under Distribution Shifts.

[BibT_eX]

[DOI]

CoRR, 2023

Interpretable Geometric Deep Learning via Learnable Randomness Injection.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism.

[BibT_eX]

[DOI]

Siqi Miao

Miaoyuan Liu

Pan Li

CoRR, 2022

Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism.

[BibT_eX]

[DOI]

Siqi Miao

Mia Liu

Pan Li

Proceedings of the International Conference on Machine Learning, 2022

Siqi Miao

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