Shiqiang Zhang
4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (2)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
combinatorial optimization
(1)
black-box optimization
(1)
sequential optimization
(1)
bayesian optimization
(1)
asynchronous optimization
(1)
regret bound
(1)
graph isomorphism
(1)
mixed-integer optimization
(1)
molecular design
(1)
mixed-integer programming
(1)
symmetry breaking
(1)
graph neural network
(1)
pathwise exploration
(1)
Papers
Global Optimization of Gaussian Process Acquisition Functions Using a Piecewise-Linear Kernel Approximation
AISTATS 2025
Verifying message-passing neural networks via topology-based bounds tightening
ICML 2024
Optimizing over trained GNNs via symmetry breaking
NIPS 2023
SnAKe: Bayesian Optimization with Pathwise Exploration
NIPS 2022