Zhuang Wang
8 papers · 2010–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5) 🏃 Academic Marathon (15)
🏃
Academic Marathon
(15)
🐝
Cross-Pollinator
(8)
🌈
Renaissance Researcher
(7)
🌱
Topic Pioneer
🚀
Conference Pioneer
📈
Trend Setter
Conferences
AISTATS (2)
ICML (2)
JMLR (2)
AAAI (1)
OSDI (1)
Top co-authors
Keywords
stochastic gradient descent
(3)
online learning
(3)
support vector machine
(3)
distributed training
(2)
model compression
(2)
kernel function
(2)
kernel methods
(2)
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)
sparse tensor
(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
Scaling up Kernel SVM on Limited Resources: A Low-rank Linearization Approach
AISTATS 2012
Breaking the Curse of Kernelization: Budgeted Stochastic Gradient Descent for Large-Scale SVM Training
JMLR 2012
Online Passive-Aggressive Algorithms on a Budget
AISTATS 2010