Yu-Bang Zheng

3 papers · 2021–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

CVPR (2) AAAI (1)

Top co-authors

Ting-Zhu Huang (2) Heng-Chao Li (2) Qibin Zhao (2) Xi-Le Zhao (2) Junhua Zeng (1) CHAO LI (1) Tai-Xiang Jiang (1) Zhi-Wei Shi (1)

Research topics

Deep Learning (2) Machine Learning (2) Mathematics & Optimization (2) Core Methods (2) Optimization (2) Computer Science (1) Foundations (1) Mathematics (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Techniques (1)

Keywords

tensor completion (2) self-attention mechanism (1) sparse representation (1) tensor decomposition (1) convergence guarantee (1) tensor network (1) proximal alternating minimization (1) structure search (1) regularized modeling (1) fully-connected tensor network (1) matrix decomposition (1) low-rank tensor representation (1)

Papers

Self-Attention Driven Tensor Representation for High-Order Data Recovery CVPR 2026 SVDinsTN: A Tensor Network Paradigm for Efficient Structure Search from Regularized Modeling Perspective CVPR 2024 Fully-Connected Tensor Network Decomposition and Its Application to Higher-Order Tensor Completion AAAI 2021