Tianxi Ji
3 papers · 2018–2024 · 1 venue · across top CS/AI venues
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Achievements
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
📈
Trend Setter
Venues
Top co-authors
Research topics
Data Science & Analytics
(2)
Deep Learning
(2)
Machine Learning
(2)
Applications
(2)
Bayesian & Probabilistic
(2)
Core Methods
(2)
Computer Vision
(1)
Security & Privacy
(1)
Analysis
(1)
Application Areas
(1)
Differential Privacy
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Models
(1)
Keywords
federated learning
(1)
differential privacy
(1)
anomaly detection
(1)
time series anomaly detection
(1)
self-supervised learning
(1)
knowledge distillation
(1)
community detection
(1)
social network analysis
(1)
network analysis
(1)
time series
(1)
probabilistic generative model
(1)
gaussian mixture model
(1)
social network
(1)
variational autoencoder
(1)
noisy label
(1)
linear probing
(1)
multimodal data
(1)
objective perturbation
(1)
gated recurrent unit
(1)
attributed network
(1)
Papers
FedLTF: Linear Probing Teaches Fine-tuning to Mitigate Noisy Labels in Federated Learning
ACML 2024
Differentially Private Community Detection in Attributed Social Networks
ACML 2019
Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach
ACML 2018