Junqi Tang
4 papers · 2017–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🏃 Academic Marathon (9) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AAAI (1)
CVPR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
neural tangent kernel
(1)
model architecture
(1)
iterative sketching
(1)
image denoising
(1)
empirical risk minimization
(1)
gradient descent
(1)
convolutional neural network
(1)
lower bound
(1)
gradient projection
(1)
first-order optimization
(1)
relu network
(1)
constrained least square
(1)
restart scheme
(1)
stochastic variance-reduced gradient
(1)
manifold approximation
(1)
non-local filtering
(1)
statistical complexity
(1)
katyusha algorithm
(1)
cnn denoising
(1)
scheduled restart
(1)
Papers
Blessing of Dimensionality for Approximating Sobolev Classes on Manifolds
AAAI 2026
The Neural Tangent Link Between CNN Denoisers and Non-Local Filters
CVPR 2021
Rest-Katyusha: Exploiting the Solution's Structure via Scheduled Restart Schemes
NIPS 2018
Gradient Projection Iterative Sketch for Large-Scale Constrained Least-Squares
ICML 2017