Siqi Miao
5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(12)
Conferences
ICLR (2)
ICML (2)
NIPS (1)
Top co-authors
Research topics
Keywords
graph neural network
(2)
domain generalization
(1)
information bottleneck
(1)
geometric deep learning
(1)
out-of-distribution generalization
(1)
distribution shift
(1)
benchmark dataset
(1)
benchmark evaluation
(1)
scientific application
(1)
attention weight
(1)
interpretable graph learning
(1)
stochastic attention
(1)
subgraph selection
(1)
scientific benchmark
(1)
out-of-distribution detection
(1)
Papers
Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
ICLR 2025
GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts
NIPS 2024
Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics
ICML 2024
Interpretable Geometric Deep Learning via Learnable Randomness Injection
ICLR 2023
Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism
ICML 2022