Guoxu Zhou
11 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (21) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (9)
π€
Dynamic Duo
(10)
π
Century Club
(10)
π₯
Unstoppable
(5)
Conferences
ICML (4)
AAAI (2)
JMLR (2)
NIPS (2)
CVPR (1)
Top co-authors
Keywords
tensor decomposition
(2)
prototype learning
(1)
low-rank estimation
(1)
text-to-image generation
(1)
semantic consistency
(1)
theoretical analysis
(1)
multimodal learning
(1)
empirical risk minimization
(1)
low-rank approximation
(1)
discrete optimization
(1)
multi-output regression
(1)
singular value decomposition
(1)
low-rank recovery
(1)
spectral analysis
(1)
representation learning
(1)
low-rank tensor recovery
(1)
generalization bound
(1)
diffusion model
(1)
convolutional neural network
(1)
combinatorial optimization
(1)
Papers
Prototype-Based Semantic Consistency Alignment for Domain Adaptive Retrieval
AAAI 2026
Tensor Decomposition Based Memory-Efficient Incremental Learning
ICML 2025
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
tnGPS: Discovering Unknown Tensor Network Structure Search Algorithms via Large Language Models (LLMs)
ICML 2024
Generalized Tensor Decomposition for Understanding Multi-Output Regression under Combinatorial Shifts
NIPS 2024
Towards Multi-Mode Outlier Robust Tensor Ring Decomposition
AAAI 2024
Adversarially Robust Deep Multi-View Clustering: A Novel Attack and Defense Framework
ICML 2024
Transformed Low-Rank Parameterization Can Help Robust Generalization for Tensor Neural Networks
NIPS 2023
Toward Understanding Convolutional Neural Networks from Volterra Convolution Perspective
JMLR 2022