Liping Yi
6 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(5)
π
Cross-Pollinator
(11)
πΊοΈ
Taxonomy Completionist
(19)
Conferences
AAAI (2)
ICCV (1)
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
federated learning
(4)
model heterogeneous
(2)
communication efficiency
(2)
knowledge transfer
(2)
representation learning
(2)
model compression
(2)
client sampling
(1)
communication compression
(1)
personalized model
(1)
lossless compression
(1)
client selection
(1)
matryoshka representation
(1)
representation fusion
(1)
knowledge exchange
(1)
parameter aggregation
(1)
communication optimization
(1)
adaptive compression
(1)
feature extractor
(1)
model heterogeneous personalized
(1)
semantic similarity aggregation
(1)
Papers
Genomics Data Lossless Compression with (S, K)-Mer Encoding and Deep Neural Networks
AAAI 2025
pFedES: Generalized Proxy Feature Extractor Sharing for Model Heterogeneous Personalized Federated Learning
AAAI 2025
Federated Representation Angle Learning
ICCV 2025
Federated Model Heterogeneous Matryoshka Representation Learning
NIPS 2024
FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning
IJCAI 2024
QSFL: A Two-Level Uplink Communication Optimization Framework for Federated Learning
ICML 2022