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Siqi Miao 0001
Person information
- unicode name: 苗思奇
- affiliation: Georgia Tech, School of Electrical and Computer Engineering, Atlanta, GA, USA
- affiliation: Purdue University, Department of Computer Science, West Lafayette, IN, USA
Other persons with the same name
- Siqi Miao — disambiguation page
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2020 – today
- 2024
- [c4]Siqi Miao, Zhiyuan Lu, Mia Liu, Javier M. Duarte, Pan Li:
Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics. ICML 2024 - [c3]Deyu Zou, Shikun Liu, Siqi Miao, Victor Fung, Shiyu Chang, Pan Li:
GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts. NeurIPS 2024 - [i8]Siqi Miao, Zhiyuan Lu, Mia Liu, Javier M. Duarte, Pan Li:
Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics. CoRR abs/2402.12535 (2024) - [i7]Yinan Huang, Siqi Miao, Pan Li:
What Can We Learn from State Space Models for Machine Learning on Graphs? CoRR abs/2406.05815 (2024) - [i6]Jiajun Zhu, Siqi Miao, Rex Ying, Pan Li:
Towards Understanding Sensitive and Decisive Patterns in Explainable AI: A Case Study of Model Interpretation in Geometric Deep Learning. CoRR abs/2407.00849 (2024) - [i5]Mufei Li, Siqi Miao, Pan Li:
Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation. CoRR abs/2410.20724 (2024) - 2023
- [c2]Siqi Miao, Yunan Luo, Mia Liu, Pan Li:
Interpretable Geometric Deep Learning via Learnable Randomness Injection. ICLR 2023 - [i4]Deyu Zou, Shikun Liu, Siqi Miao, Victor Fung, Shiyu Chang, Pan Li:
GDL-DS: A Benchmark for Geometric Deep Learning under Distribution Shifts. CoRR abs/2310.08677 (2023) - [i3]Kilian Lieret, Gage DeZoort, Devdoot Chatterjee, Jian Park, Siqi Miao, Pan Li:
High Pileup Particle Tracking with Object Condensation. CoRR abs/2312.03823 (2023) - 2022
- [c1]Siqi Miao, Mia Liu, Pan Li:
Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism. ICML 2022: 15524-15543 - [i2]Siqi Miao, Miaoyuan Liu, Pan Li:
Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism. CoRR abs/2201.12987 (2022) - [i1]Siqi Miao, Yunan Luo, Mia Liu, Pan Li:
Interpretable Geometric Deep Learning via Learnable Randomness Injection. CoRR abs/2210.16966 (2022)
Coauthor Index
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