YONGJIAN ZHONG
4 papers · 2022–2025 · 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
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Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory · Machine Learning
(4)
Core Methods
(3)
Deep Learning
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Applications · Computer Science
(1)
Architectures
(1)
Learning Types
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
bilevel optimization
(3)
stochastic optimization
(2)
deep learning
(1)
gradient estimation
(1)
learning to rank
(1)
strongly convex
(1)
ndcg optimization
(1)
convergence guarantee
(1)
graph convolution
(1)
min-max optimization
(1)
compositional optimization
(1)
spatio-temporal data
(1)
graph convolutional network
(1)
subgraph neural network
(1)
risk prediction
(1)
auc maximization
(1)
long-range dependencies
(1)
ranking metric
(1)
spatial-temporal data
(1)
urban event ranking
(1)
Papers
Implicit Subgraph Neural Network
ICML 2025
SpatialRank: Urban Event Ranking with NDCG Optimization on Spatiotemporal Data
NeurIPS 2023
Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence
ICML 2022
Multi-block Min-max Bilevel Optimization with Applications in Multi-task Deep AUC Maximization
NeurIPS 2022