Hong-Ming Chiu
4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Conference Polyglot
(3)
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Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(10)
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Keyword Pioneer
Conferences
ICML (2)
AISTATS (1)
NIPS (1)
Top co-authors
Keywords
stochastic gradient descent
(1)
adversarial robustness
(1)
nonconvex optimization
(1)
non-convex optimization
(1)
semidefinite programming
(1)
adversarial training
(1)
image denoising
(1)
gradient descent
(1)
online optimization
(1)
matrix completion
(1)
low-rank matrix
(1)
low-rank matrix recovery
(1)
matrix sensing
(1)
robustness certification
(1)
low-rank optimization
(1)
neural network certification
(1)
neural network
(1)
iterative convergence
(1)
Papers
SDP-CROWN: Efficient Bound Propagation for Neural Network Verification with Tightness of Semidefinite Programming
ICML 2025
Fast and Accurate Estimation of Low-Rank Matrices from Noisy Measurements via Preconditioned Non-Convex Gradient Descent
AISTATS 2024
Tight Certification of Adversarially Trained Neural Networks via Nonconvex Low-Rank Semidefinite Relaxations
ICML 2023
Accelerating SGD for Highly Ill-Conditioned Huge-Scale Online Matrix Completion
NIPS 2022