Xiaodi Wu
7 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (8)
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(6)
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Interdisciplinary Bridge
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(14)
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Trend Setter
Conferences
ICML (3)
NIPS (3)
AAAI (1)
Top co-authors
Keywords
quantum computing
(3)
sublinear algorithm
(2)
quantum neural network
(2)
gradient estimation
(2)
differentiable programming
(2)
adversarial training
(1)
loss landscape
(1)
theoretical analysis
(1)
continuous optimization
(1)
optimal control
(1)
gradient descent
(1)
kernel ridge regression
(1)
optimization theory
(1)
matrix game
(1)
quantum algorithm
(1)
variational quantum algorithm
(1)
local minima
(1)
linear-quadratic control
(1)
classifier training
(1)
quantum optimization
(1)
Papers
Differentiable Quantum Computing for Large-scale Linear Control
NIPS 2024
Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels
ICML 2023
Differentiable Analog Quantum Computing for Optimization and Control
NIPS 2022
Sublinear Classical and Quantum Algorithms for General Matrix Games
AAAI 2021
Exponentially Many Local Minima in Quantum Neural Networks
ICML 2021
Quantum Wasserstein Generative Adversarial Networks
NIPS 2019
Sublinear quantum algorithms for training linear and kernel-based classifiers
ICML 2019