Jianhui Sun
6 papers · 2023–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🏆
Grand Slam
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(3)
Learning Paradigms · Artificial Intelligence
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Optimization
(2)
Architectures
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
federated learning
(4)
stochastic gradient descent
(1)
adversarial robustness
(1)
non-convex optimization
(1)
transfer learning
(1)
model robustness
(1)
convergence analysis
(1)
sample complexity
(1)
communication complexity
(1)
adversarial training
(1)
distributed optimization
(1)
minimax optimization
(1)
non-iid learning
(1)
variance reduction
(1)
data heterogeneity
(1)
vision-language model
(1)
concept bottleneck model
(1)
federated averaging
(1)
graph neural network
(1)
server momentum
(1)
Papers
EvoluNet: Advancing Dynamic Non-IID Transfer Learning on Graphs
ICML 2024
On the Role of Server Momentum in Federated Learning
AAAI 2024
Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond
ICLR 2024
Federated Conditional Stochastic Optimization
NeurIPS 2023
Solving a Class of Non-Convex Minimax Optimization in Federated Learning
NeurIPS 2023
Understanding and Enhancing Robustness of Concept-Based Models
AAAI 2023