Mingyi Li
4 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Application Areas
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Applications
(1)
Architectures
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Optimization
(1)
Keywords
federated learning
(1)
representation learning
(1)
contrastive learning
(1)
self-supervised learning
(1)
knowledge transfer
(1)
knowledge distillation
(1)
cross-domain learning
(1)
bregman divergence
(1)
k-means
(1)
global representation
(1)
representation space
(1)
clustering loss
(1)
provable algorithm
(1)
graph neural network
(1)
communication round
(1)
heterogeneous client
(1)
locally optimal
(1)
decentralized graph learning
(1)
topology-aware fusion
(1)
continuous sense
(1)
Papers
DGTF: Cross-Domain Decentralized Graph Learning with Topology-Aware Knowledge Fusion
AAAI 2026
Modified K-means Algorithm with Local Optimality Guarantees
ICML 2025
PDUDT: Provable Decentralized Unlearning under Dynamic Topologies
ICML 2025
Resource-Aware Federated Self-Supervised Learning with Global Class Representations
NeurIPS 2024