Cheng Xin
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
👥
Mega-Team · Squad
Venues
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Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Architectures
(2)
Core AI · Artificial Intelligence
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Application Areas · Machine Learning
(1)
Application Areas · Deep Learning
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Generation
(1)
Keywords
dimensionality reduction
(1)
representation learning
(1)
interpretability
(1)
3d vision
(1)
classifier
(1)
persistent homology
(1)
approximation algorithm
(1)
foundation model
(1)
neural radiance field
(1)
novel view synthesis
(1)
multidimensional scaling
(1)
3d representation learning
(1)
non-euclidean space
(1)
graph neural network
(1)
eigenvalue optimization
(1)
scene dataset
(1)
bilinear form
(1)
accuracy
(1)
agents
(1)
network
(1)
Papers
TopInG: Topologically Interpretable Graph Learning via Persistent Rationale Filtration
ICML 2025
DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Vision
CVPR 2024
Neuc-MDS: Non-Euclidean Multidimensional Scaling Through Bilinear Forms
NeurIPS 2024
Optimally Improving Cooperative Learning in a Social Setting
ICML 2024