Xiaoguang Liu
7 papers · 2023–2026 · 6 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(5)
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Cross-Pollinator
(11)
πΊοΈ
Taxonomy Completionist
(17)
Conferences
AAAI (2)
ACL (1)
ICCV (1)
ICLR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
federated learning
(3)
communication efficiency
(2)
model heterogeneous
(2)
knowledge transfer
(2)
representation learning
(2)
deep neural network
(1)
personalized model
(1)
lossless compression
(1)
matryoshka representation
(1)
representation fusion
(1)
knowledge exchange
(1)
parameter aggregation
(1)
multi-scale feature
(1)
adaptive compression
(1)
feature extractor
(1)
model heterogeneous personalized
(1)
semantic similarity aggregation
(1)
feature decoupling
(1)
model heterogeneity
(1)
heterogeneous model
(1)
Papers
Efficient Learned Data Compression via Dual-Stream Feature Decoupling
ACL 2026
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
FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning
IJCAI 2024
Federated Model Heterogeneous Matryoshka Representation Learning
NIPS 2024
Out-of-Distribution Detection based on In-Distribution Data Patterns Memorization with Modern Hopfield Energy
ICLR 2023