Junhua Zeng

4 papers · 2022–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ICML (3) CVPR (1)

Top co-authors

CHAO LI (4) Qibin Zhao (4) Heng-Chao Li (1) Yu-Bang Zheng (1) Cesar F Caiafa (1) Guoxu Zhou (1) Zerui Tao (1) Xi-Le Zhao (1) Ting-Zhu Huang (1) Chunmei Li (1)

Research topics

Machine Learning (4) Core Methods (3) Optimization & Theory · Machine Learning (3) Deep Learning (2) Mathematics & Optimization (2) Optimization (2) Artificial Intelligence (1) Computer Science (1) Architectures (1) Core AI (1) Foundations (1) Optimization & Theory · Deep Learning (1)

Keywords

tensor network (4) structure search (4) iterative refinement (1) alternating optimization (1) linear convergence (1) convergence guarantee (1) permutation search (1) metaheuristic algorithm (1) objective evaluation (1) local enumeration (1) local sampling (1) large language model (1) regularized modeling (1) benchmark (1) model compression (1) llms (1) matrix decomposition (1)

Papers

SVDinsTN: A Tensor Network Paradigm for Efficient Structure Search from Regularized Modeling Perspective CVPR 2024 tnGPS: Discovering Unknown Tensor Network Structure Search Algorithms via Large Language Models (LLMs) ICML 2024 Alternating Local Enumeration (TnALE): Solving Tensor Network Structure Search with Fewer Evaluations ICML 2023 Permutation Search of Tensor Network Structures via Local Sampling ICML 2022