Zonghao Chen
7 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(23)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Mathematics & Optimization
(4)
Optimization & Theory
(4)
Core Methods
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Application Areas
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Learning Types · Machine Learning
(2)
Mathematics
(2)
Optimization
(2)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
continual learning
(1)
neural network training
(1)
variational inference
(1)
uncertainty quantification
(1)
optimal transport
(1)
coreset selection
(1)
topological data analysis
(1)
neural network optimization
(1)
distribution matching
(1)
variance reduction
(1)
sensitivity analysis
(1)
maximum mean discrepancy
(1)
bayesian optimization
(1)
smoothness
(1)
persistent homology
(1)
bayesian quadrature
(1)
bilevel optimization
(1)
option pricing
(1)
probabilistic model
(1)
model compression
(1)
Papers
TOPOGRAPH: Topology-Preserving Graph Reduction with Adaptive Structure for Persistent Homology
AAAI 2026
(De)-regularized Maximum Mean Discrepancy Gradient Flow
JMLR 2025
Nested Expectations with Kernel Quadrature
ICML 2025
Conditional Bayesian Quadrature
UAI 2024
Probabilistic Bilevel Coreset Selection
ICML 2022
Tractable Function-Space Variational Inference in Bayesian Neural Networks
NeurIPS 2022
Efficient Neural Network Training via Forward and Backward Propagation Sparsification
NeurIPS 2021