Xiaoguang Liu
8 papers · 2023–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(21)
Top co-authors
Research topics
Artificial Intelligence
(6)
Deep Learning
(6)
Machine Learning
(6)
Core Methods
(4)
Learning Paradigms · Artificial Intelligence
(4)
Learning Types
(4)
Application Areas
(3)
Learning Paradigms · Machine Learning
(3)
Architectures
(2)
Core AI
(2)
Models
(2)
Computer Vision
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Processing
(1)
Keywords
federated learning
(3)
model heterogeneous
(2)
representation learning
(2)
communication efficiency
(2)
knowledge transfer
(2)
personalized model
(1)
semantic similarity
(1)
knowledge distillation
(1)
parallel processing
(1)
attention mechanism
(1)
image compression
(1)
deep neural network
(1)
out-of-distribution detection
(1)
lossless compression
(1)
energy-based model
(1)
image reconstruction
(1)
feature extraction
(1)
matryoshka representation
(1)
representation fusion
(1)
model compression
(1)
Papers
Efficient Learned Data Compression via Dual-Stream Feature Decoupling
ACL 2026
Learned Image Compression via Sparse Attention and Adaptive Frequency
CVPR 2026
Federated Representation Angle Learning
ICCV 2025
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 Model Heterogeneous Matryoshka Representation Learning
NeurIPS 2024
FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning
IJCAI 2024
Out-of-Distribution Detection based on In-Distribution Data Patterns Memorization with Modern Hopfield Energy
ICLR 2023