Guoxu Zhou
11 papers · 2022–2026 · 5 venues · across top CS/AI venues
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (28) π€ Dynamic Duo (10) π Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Machine Learning
(11)
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(7)
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(3)
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(2)
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Keywords
tensor decomposition
(3)
prototype learning
(1)
spectral analysis
(1)
text-to-image generation
(1)
semantic consistency
(1)
theoretical analysis
(1)
multimodal learning
(1)
iterative refinement
(1)
empirical risk minimization
(1)
low-rank approximation
(1)
discrete optimization
(1)
multi-output regression
(1)
singular value decomposition
(1)
low-rank recovery
(1)
representation learning
(1)
clustering performance
(1)
low-rank estimation
(1)
low-rank tensor recovery
(1)
adversarial attack
(1)
combinatorial optimization
(1)
Papers
Prototype-Based Semantic Consistency Alignment for Domain Adaptive Retrieval
AAAI 2026
Low-Rank Tensor Transitions (LoRT) for Transferable Tensor Regression
ICML 2025
Scaling Capability in Token Space: An Analysis of Large Vision Language Model
JMLR 2025
STEPS: Sequential Probability Tensor Estimation for Text-to-Image Hard Prompt Search
CVPR 2025
Tensor Decomposition Based Memory-Efficient Incremental Learning
ICML 2025
Adversarially Robust Deep Multi-View Clustering: A Novel Attack and Defense Framework
ICML 2024
Generalized Tensor Decomposition for Understanding Multi-Output Regression under Combinatorial Shifts
NeurIPS 2024
tnGPS: Discovering Unknown Tensor Network Structure Search Algorithms via Large Language Models (LLMs)
ICML 2024
Towards Multi-Mode Outlier Robust Tensor Ring Decomposition
AAAI 2024
Transformed Low-Rank Parameterization Can Help Robust Generalization for Tensor Neural Networks
NeurIPS 2023
Toward Understanding Convolutional Neural Networks from Volterra Convolution Perspective
JMLR 2022