We stand with Ukraine  

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 14 papers between 2022 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2025
Weak-to-Strong GraphRAG: Aligning Weak Retrievers with Large Language Models for Graph-based Retrieval Augmented Generation.
[BibTeX]
[DOI]
Deyu Zou
,
Yongqiang Chen
,
Mufei Li
,
Siqi Miao
,
Chenxi Liu
,
Bo Han
,
James Cheng
,
Pan Li
CoRR, June, 2025

Graph-KV: Breaking Sequence via Injecting Structural Biases into Large Language Models.
[BibTeX]
[DOI]
Haoyu Wang
,
Peihao Wang
,
Mufei Li
,
Shikun Liu
,
Siqi Miao
,
Zhangyang Wang
,
Pan Li
CoRR, June, 2025

Towards A Universal Graph Structural Encoder.
[BibTeX]
[DOI]
Jialin Chen
,
Haolan Zuo
,
Haoyu Peter Wang
,
Siqi Miao
,
Pan Li
,
Rex Ying
CoRR, April, 2025

Towards unveiling sensitive and decisive patterns in explainable AI with a case study in geometric deep learning.
[BibTeX]
[DOI]
Jiajun Zhu
,
Siqi Miao
,
Rex Ying
,
Pan Li
Nat. Mac. Intell., 2025

Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation.
[BibTeX]
[DOI]
Mufei Li
,
Siqi Miao
,
Pan Li
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024
Towards Understanding Sensitive and Decisive Patterns in Explainable AI: A Case Study of Model Interpretation in Geometric Deep Learning.
[BibTeX]
[DOI]
Jiajun Zhu
,
Siqi Miao
,
Rex Ying
,
Pan Li
CoRR, 2024

What Can We Learn from State Space Models for Machine Learning on Graphs?
[BibTeX]
[DOI]
Yinan Huang
,
Siqi Miao
,
Pan Li
CoRR, 2024

GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts.
[BibTeX]
[DOI]
Deyu Zou
,
Shikun Liu
,
Siqi Miao
,
Victor Fung
,
Shiyu Chang
,
Pan Li
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics.
[BibTeX]
[DOI]
Siqi Miao
,
Zhiyuan Lu
,
Mia Liu
,
Javier M. Duarte
,
Pan Li
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
High Pileup Particle Tracking with Object Condensation.
[BibTeX]
[DOI]
Kilian Lieret
,
Gage DeZoort
,
Devdoot Chatterjee
,
Jian Park
,
Siqi Miao
,
Pan Li
CoRR, 2023

GDL-DS: A Benchmark for Geometric Deep Learning under Distribution Shifts.
[BibTeX]
[DOI]
Deyu Zou
,
Shikun Liu
,
Siqi Miao
,
Victor Fung
,
Shiyu Chang
,
Pan Li
CoRR, 2023

Interpretable Geometric Deep Learning via Learnable Randomness Injection.
[BibTeX]
[DOI]
Siqi Miao
,
Yunan Luo
,
Mia Liu
,
Pan Li
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism.
[BibTeX]
[DOI]
Siqi Miao
,
Miaoyuan Liu
,
Pan Li
CoRR, 2022

Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism.
[BibTeX]
[DOI]
Siqi Miao
,
Mia Liu
,
Pan Li
Proceedings of the International Conference on Machine Learning, 2022


  Loading...