Xiaotian Gao
4 papers · 2021–2023 · 4 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(6)
📈
Trend Setter
Conferences
AAAI (1)
AISTATS (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
partial differential equation
(2)
neural network optimization
(2)
variance reduction
(1)
physics-informed neural network
(1)
neural solver
(1)
neural network solver
(1)
fluid dynamics
(1)
evolutionary algorithm
(1)
hardware acceleration
(1)
search space exploration
(1)
gaussian smoothing
(1)
hardware optimization
(1)
partial differential equation solver
(1)
physics-constrained learning
(1)
spatial-temporal decomposition
(1)
tensor operator
(1)
automatic optimization
(1)
search optimization
(1)
tensor operator optimization
(1)
topology-aware mutation
(1)
Papers
Learning Physics-Informed Neural Networks without Stacked Back-propagation
AISTATS 2023
NeuralStagger: Accelerating Physics-constrained Neural PDE Solver with Spatial-temporal Decomposition
ICML 2023
SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation
ICLR 2022
OpEvo: An Evolutionary Method for Tensor Operator Optimization
AAAI 2021