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Xiaofeng Liu — most-cited papers & profile · Multimodal
← authors
·
overview
Xiaofeng Liu
25
papers ·
23
citations ·
0
h-index
Shandong University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Contextual-based Image Inpainting: Infer, Match, and Translate
2017 · 9 citations
Language model fusion for streaming end to end speech recognition
2021 · 8 citations
Sparse Personalized Federated Learning
2021 · 1 citations
Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference
2021 · 1 citations
Sparse Federated Learning with Hierarchical Personalized Models
2022 · 1 citations
Tensor Decomposition based Personalized Federated Learning
2022 · 1 citations
HPR-SAM: Hierarchical Probabilistic Representation Learning for Prompt-free SAM-based Medical Image Segmentation
2026
SHTA: Semantic Hard Token Correction and Center Alignment for Semi-Supervised Medical Image Segmentation
2026
VCDP: Variation-Conditioned Distributional Proxy Learning for Semi-Supervised Medical Image Segmentation
2026
UniMRSeg: Unified Modality-Relax Segmentation via Hierarchical Self-Supervised Compensation
2025
In-situ Value-aligned Human-Robot Interactions with Physical Constraints
2025
ATR-Bench: A Federated Learning Benchmark for Adaptation, Trust, and Reasoning
2025
PNS: Population-Guided Novelty Search for Reinforcement Learning in Hard Exploration Environments
2018
Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation
2023
Loop Improvement: An Efficient Approach for Extracting Shared Features from Heterogeneous Data without Central Server
2024
Top co-authors
Cong Wang
· 2
Congyu Liao
· 2
Haifan Gong
· 2
Wanshu Fan
· 2
Dongsheng Zhou
· 1
Jing Qin
· 1
Qi Ai
· 1
Yang Liu
· 1
Zhaoyan Chen
· 1
Zheng Tong
· 1
Zhongbin Han
· 1
Zhongxiu Cong
· 1
Topics
Federated Learning
Segmentation
Image Generation
Medical Imaging
Image Restoration
Data Heterogeneity
Communication
Privacy
3D Vision
Human-Robot Interaction