Junhua Zeng
4 papers · 2022–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (6) πΊοΈ Taxonomy Completionist (10)
π
Keyword Champion
(2)
Conferences
ICML (3)
CVPR (1)
Top co-authors
Keywords
tensor network
(3)
structure search
(3)
alternating optimization
(1)
linear convergence
(1)
convergence guarantee
(1)
permutation search
(1)
objective evaluation
(1)
local enumeration
(1)
meta-heuristic algorithm
(1)
local sampling
(1)
model compression
(1)
regularized modeling
(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