Zhuang Wang
8 papers · 2010–2025 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (23) π Conference Polyglot Β· Silver
π±
Topic Pioneer
π
Renaissance Researcher
(5)
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(8)
Core Methods
(5)
Optimization & Theory Β· Machine Learning
(5)
Deep Learning
(4)
Application Areas
(3)
Learning Types Β· Machine Learning
(3)
Optimization & Theory Β· Deep Learning
(3)
Mathematics & Optimization
(2)
Optimization
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Core AI
(1)
Learning Types Β· Deep Learning
(1)
Keywords
stochastic gradient descent
(3)
online learning
(3)
support vector machine
(3)
kernel methods
(2)
model compression
(2)
distributed training
(2)
kernel function
(2)
large-scale learning
(1)
kernel matrix
(1)
linear svm
(1)
scalable training
(1)
passive-aggressive algorithm
(1)
deep learning model
(1)
knowledge graph
(1)
support vector
(1)
hinge loss
(1)
communication optimization
(1)
training throughput
(1)
communication overhead
(1)
gradient synchronization
(1)
Papers
STLC-KG:A Social Text Steganalysis Method Combining Large-Scale Language Models and Common-Sense Knowledge Graphs
AAAI 2025
ZEN: Empowering Distributed Training with Sparsity-driven Data Synchronization
OSDI 2025
DRAGONN: Distributed Randomized Approximate Gradients of Neural Networks
ICML 2022
Growing Adaptive Multi-hyperplane Machines
ICML 2020
BudgetedSVM: A Toolbox for Scalable SVM Approximations
JMLR 2013
Breaking the Curse of Kernelization: Budgeted Stochastic Gradient Descent for Large-Scale SVM Training
JMLR 2012
Scaling up Kernel SVM on Limited Resources: A Low-rank Linearization Approach
AISTATS 2012
Online Passive-Aggressive Algorithms on a Budget
AISTATS 2010