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Fayao Liu

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24H-index
114Paper Count
4.9KCitation Count
Published Papers 27
Publication Date
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SinColor: Uncertainty-Guided Single-Step Diffusion for Image Colorization
errIEEE Transactions on Image Processing
IF13.7
err2026-07-07
err0
PREAI
errYutong Gao; Ying Zhang; Congyan Lang; Lijuan Sun; Yidian Liu; Fayao Liu; Guoshun Nan; Yunchao Wei
errShare
errSave
Leveraging Large-Scale Pretrained Vision Foundation Models for Label-Efficient 3D Point Cloud Segmentation
errIMAGE AND GRAPHICS, ICIG 2025, PT II
IF0
err2026-01-01
err0
PREAI
errDong, Shichao; Liu, Fayao; Yao, Rui; Lin, Guosheng
errShare
errSave
Investigate Interactive Semantic Segmentation via an Uncertainty Mining View
errIEEE Transactions on Multimedia
IF9.7
err2025-12-03
err0
PREAI
errYutong Gao; Congyan Lang; Fayao Liu; Xun Xu; Yuanzhouhan Cao; Lijuan Sun; Yunchao Wei
errShare
errSave
Exploiting independent query information for few-shot image segmentation
errDisplays
IF3.4
err2025-08-20
err0
errOAAI
errWeide Liu; Zhonghua Wu; Henghui Ding; Fayao Liu; Jie Lin; Guosheng Lin; Wei Zhou
errShare
errSave
CCFL: Customized Client Federated Learning for Unsupervised Person Re-identification
erracm transactions on multimedia computing communications and applications
IF0
err2025-08-13
err0
PREAI
errYi Zheng; Yong Zhou; Fayao Liu; Jiaqi Zhao; Hancheng Zhu; Wenliang Du
errShare
errSave
Temporal and Heterogeneous Graph Neural Network for Remaining Useful Life Prediction
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2025-08-01
err0
PREAI
errZhihao Wen; Yuan Fang; Pengcheng Wei; Fayao Liu; Zhenghua Chen; Min Wu
errShare
errSave
Mining Semantic Correlations Between Mispredictions and Corrections for Interactive Semantic Segmentation
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-03-01
err0
PREAI
errGao, Yutong; Lang, Congyan; Liu, Fayao; Foo, Chuan-Sheng; Cao, Yuanzhouhan; Sun, Lijuan; Wei, Yunchao
errShare
errSave
MoDA: Modeling Deformable 3D Objects from Casual Videos
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2024-12-12
err0
PREAI
errSong, Chaoyue; Wei, Jiacheng; Chen, Tianyi; Chen, Yiwen; Foo, Chuan-Sheng; Liu, Fayao; Lin, Guosheng
errShare
errSave
Neural Radiance Selector: Find the best 2D representations of 3D data for CLIP based 3D tasks
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-09-01
err0
PREAI
errYang, Xiaofeng; Liu, Fayao; Lin, Guosheng
errShare
errSave
Learning Temporal Variations for 4D Point Cloud Segmentation
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2024-06-21
err0
PREAI
errShi, Hanyu; Wei, Jiacheng; Wang, Hao; Liu, Fayao; Lin, Guosheng
errShare
errSave
Training neural networks with classification rules for incorporating domain knowledge
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-06-01
err1
PREAI
errZhang, Wenyu; Liu, Fayao; Nguyen, Cuong Manh; Yang, Zhong Liang Ou; Ramasamy, Savitha; Foo, Chuan-Sheng
errShare
errSave
On Representation Knowledge Distillation for Graph Neural Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-04-01
err13
errOAAI
errJoshi, Chaitanya K.; Liu, Fayao; Xun, Xu; Lin, Jie; Foo, Chuan Sheng
errShare
errSave
Dynamic Interaction Dilation for Interactive Human Parsing
errIEEE TRANSACTIONS ON MULTIMEDIA
IF9.7
err2024-01-01
err1
PREAI
errGao, Yutong; Lang, Congyan; Liu, Fayao; Cao, Yuanzhouhan; Sun, Lijuan; Wei, Yunchao
errShare
errSave
Few-Shot Image Generation via Style Adaptation and Content Preservation
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err0
PREAI
errHe, Xiaosheng; Yang, Fan; Liu, Fayao; Lin, Guosheng
errShare
errSave
LCReg: Long-tailed image classification with Latent Categories based Recognition
errPATTERN RECOGNITION
IF7.6
err2024-01-01
err5
errOAAI
errLiu, Weide; Wu, Zhonghua; Wang, Yiming; Ding, Henghui; Liu, Fayao; Lin, Jie; Lin, Guosheng
errShare
errSave
Neural Logic Vision Language Explainer
errIEEE TRANSACTIONS ON MULTIMEDIA
IF9.7
err2024-01-01
err1
errOAAI
errYang, Xiaofeng; Liu, Fayao; Lin, Guosheng
errShare
errSave
Integrating topology beyond descriptions for zero-shot learning
errPATTERN RECOGNITION
IF7.6
err2023-11-01
err1
PREAI
errChen, Ziyi; Gao, Yutong; Lang, Congyan; Wei, Lili; Li, Yidong; Liu, Hongzhe; Liu, Fayao
errShare
errSave
CRCNet: Few-Shot Segmentation with Cross-Reference and Region-Global Conditional Networks
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2022-09-30
err15
PREAI
errLiu, Weide; Zhang, Chi; Lin, Guosheng; Liu, Fayao
errShare
errSave
Feature flow: In-network feature flow estimation for video object detection
errPATTERN RECOGNITION
IF7.6
err2022-02-01
err7
errOAAI
errJin, Ruibing; Lin, Guosheng; Wen, Changyun; Wang, Jianliang; Liu, Fayao
errShare
errSave
Local fusion networks with chained residual pooling for video action recognition
errIMAGE AND VISION COMPUTING
IF4.2
err2019-01-01
err6
errOAAI
errHe, Feixiang; Liu, Fayao; Yao, Rui; Lin, Guosheng
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
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Chunhua Shen
H-index: 124 · Papers: 850
Z
Z. Wu
H-index: 106 · Papers: 2.3K
C
Changyun Wen
H-index: 101 · Papers: 825
I
Ian Reid
H-index: 91 · Papers: 526
H
Heng Tao Shen
H-index: 91 · Papers: 759
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