Ji Zhu
12 papers · 2004–2025 · 5 venues · across top CS/AI venues
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Achievements
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๐บ๏ธ Taxonomy Completionist (23) ๐ Academic Marathon ยท Ultra ๐ Conference Polyglot ยท Silver ๐ Interdisciplinary Bridge ยท Silver ๐ฃ Hot Topic Early Bird
๐งญ
Keyword Pioneer
๐๏ธ
Keyword Collector
(55)
๐
Trend Setter
๐
Century Club ยท Bronze
๐
Conference Pioneer
๐
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(10)
Core Methods
(9)
Optimization & Theory
(4)
Data Science & Analytics
(3)
Deep Learning
(3)
Mathematics & Optimization
(3)
Applications
(3)
Architectures
(3)
Mathematics
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Bayesian & Probabilistic
(2)
Clinical
(2)
Speech & Audio
(1)
Analysis
(1)
Keywords
maximum likelihood estimation
(2)
stochastic block model
(2)
network clustering
(2)
community detection
(2)
variational inference
(2)
support vector machine
(2)
attention mechanism
(1)
graph theory
(1)
spectral clustering
(1)
time series
(1)
gradient descent
(1)
precision matrix
(1)
survival analysis
(1)
maximum margin
(1)
network analysis
(1)
label propagation
(1)
projected gradient descent
(1)
precision matrix estimation
(1)
regularization path
(1)
sparse optimization
(1)
Papers
Latent Process Models for Functional Network Data
JMLR 2025
Variational Estimators of the Degree-corrected Latent Block Model for Bipartite Networks
JMLR 2024
Community models for networks observed through edge nominations
JMLR 2023
Distributed Community Detection in Large Networks
JMLR 2023
SODEN: A Scalable Continuous-Time Survival Model through Ordinary Differential Equation Networks
JMLR 2022
A Flexible Latent Space Model for Multilayer Networks
ICML 2020
High-dimensional Gaussian graphical models on network-linked data
JMLR 2020
A Flexible Generative Framework for Graph-based Semi-supervised Learning
NeurIPS 2019
An Attention-Based Hybrid Network for Automatic Detection of Alzheimerโs Disease from Narrative Speech
Interspeech 2019
Online Multi-Object Tracking with Dual Matching Attention Networks
ECCV 2018
Boosting as a Regularized Path to a Maximum Margin Classifier
JMLR 2004
The Entire Regularization Path for the Support Vector Machine
JMLR 2004