Chengyuan Deng
4 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(10)
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Deep Learning
(2)
Learning Types
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Domain-Specific
(1)
Models
(1)
Optimization
(1)
Keywords
deep learning
(2)
full waveform inversion
(2)
seismic data
(2)
hierarchical clustering
(1)
approximation error
(1)
inverse problem
(1)
benchmark dataset
(1)
multidimensional scaling
(1)
non-euclidean space
(1)
eigenvalue optimization
(1)
seismic velocity reconstruction
(1)
geophysical imaging
(1)
elastic property
(1)
seismic dataset
(1)
geophysical benchmark
(1)
multiparameter inversion
(1)
bilinear form
(1)
edge-level dp
(1)
unit-weight constraint
(1)
unsupervised learning
(1)
Papers
On the Price of Differential Privacy for Hierarchical Clustering
ICLR 2025
Neuc-MDS: Non-Euclidean Multidimensional Scaling Through Bilinear Forms
NeurIPS 2024
$\mathbf{\mathbb{E}^{FWI}}$: Multiparameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties
NeurIPS 2023
OpenFWI: Large-scale Multi-structural Benchmark Datasets for Full Waveform Inversion
NeurIPS 2022