Ting-Zhu Huang
8 papers · 2017–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (26) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π
Keyword Champion
(2)
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Core Methods
(4)
Computer Vision
(3)
Mathematics & Optimization
(3)
Optimization
(3)
Processing
(3)
Application Areas
(2)
Architectures
(2)
Optimization & Theory Β· Machine Learning
(2)
Optimization & Theory Β· Deep Learning
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Healthcare & Medicine
(1)
Clinical
(1)
Keywords
tensor network
(2)
proximal alternating minimization
(2)
tensor completion
(2)
tensor decomposition
(2)
matrix factorization
(1)
hyperparameter optimization
(1)
vision transformer
(1)
efficient computing
(1)
convex optimization
(1)
remote sensing
(1)
model architecture
(1)
tensor factorization
(1)
total variation
(1)
diffusion model
(1)
spectral decomposition
(1)
image fusion
(1)
linear projection
(1)
convergence guarantee
(1)
convolutional neural network
(1)
image restoration
(1)
Papers
A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making
EMNLP 2025
Hyperspectral Pansharpening via Diffusion Models with Iteratively Zero-Shot Guidance
CVPR 2025
SVDinsTN: A Tensor Network Paradigm for Efficient Structure Search from Regularized Modeling Perspective
CVPR 2024
A Decoder-free Transformer-like Architecture for High-efficiency Single Image Deraining
IJCAI 2022
Tensor Wheel Decomposition and Its Tensor Completion Application
NeurIPS 2022
Dynamic Cross Feature Fusion for Remote Sensing Pansharpening
ICCV 2021
Fully-Connected Tensor Network Decomposition and Its Application to Higher-Order Tensor Completion
AAAI 2021
A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors
CVPR 2017