Fan Liu

Orcid: 0000-0001-8746-9845

Affiliations:

Hohai University, College of Computer and Information, Nanjing, China
Nanjing University of Science and Technology, School of Computer Science and Technology, China (former)

According to our database¹, Fan Liu authored at least 125 papers between 2012 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

RemoteZero: Geospatial Reasoning with Zero Human Annotations.

[BibT_eX]

[DOI]

CoRR, May, 2026

Evaluating Remote Sensing Image Captions Beyond Metric Biases.

[BibT_eX]

[DOI]

CoRR, April, 2026

RemoteShield: Enable Robust Multimodal Large Language Models for Earth Observation.

[BibT_eX]

[DOI]

CoRR, April, 2026

RemoteAgent: Bridging Vague Human Intents and Earth Observation with RL-based Agentic MLLMs.

[BibT_eX]

[DOI]

CoRR, April, 2026

VisionNVS: Self-Supervised Inpainting for Novel View Synthesis under the Virtual-Shift Paradigm.

[BibT_eX]

[DOI]

CoRR, March, 2026

Disentangle Object and Non-object Infrared Features via Language Guidance.

[BibT_eX]

[DOI]

CoRR, January, 2026

Heterogeneous Knowledge Distillation Fostered Pre-training for remote sensing object detection.

[BibT_eX]

[DOI]

Pattern Recognit., 2026

Image restoration model compression via mamba-oriented heterogeneous knowledge distillation.

[BibT_eX]

[DOI]

Neural Networks, 2026

Frequency-spatial decoupled co-modeling transformer for fine-grained remote sensing image segmentation.

[BibT_eX]

[DOI]

Inf. Sci., 2026

Two-stream attentive spatial-temporal graph convolutional network for P300 detection in brain-computer interface.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2026

Few-shot classification via mix-pooling module and class-wise relationship graph similarity preserving.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2026

A comprehensive review for Generalized Few-Shot Image Classification.

[BibT_eX]

[DOI]

Array, 2026

E<sup>2</sup>SGNN: Reconciling Expression and Efficiency in Spiking Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2026, 2026

SGPVT: Self-Generated Proximal Visual Tokens for Mitigating Proximal Collateral Damage in MLLM Unlearning.

[BibT_eX]

[DOI]

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

RemoteReasoner: Towards Unifying Geospatial Reasoning Workflow.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

AirNavigation: Let UAV Navigation Tell Its Own Story.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Multi-stage Bayesian Prototype Refinement with feature weighting for few-shot classification.

[BibT_eX]

[DOI]

Pattern Anal. Appl., September, 2025

RobustFlow: Towards Robust Agentic Workflow Generation.

[BibT_eX]

[DOI]

CoRR, September, 2025

Combating Noisy Labels via Dynamic Connection Masking.

[BibT_eX]

[DOI]

CoRR, August, 2025

IPT-ILR: Image Pyramid Transformer Coupled With Information Loss Regularization for All-in-One Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., May, 2025

Global-Local Multiple Granularity Learning for Cross-Modality Visible-Infrared Person Reidentification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., March, 2025

ProtoCLIP: Prototypical Contrastive Language Image Pretraining.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., January, 2025

Robust Reversible Watermarking With Invisible Distortion Against VAE Watermark Removal.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2025

Boost UAV-Based Object Detection via Scale-Invariant Feature Disentanglement and Adversarial Learning.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2025

A Euclidean Affinity-Augmented Hyperbolic Neural Network for Semantic Segmentation of Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2025

Power Line Aerial Image Restoration Under Adverse Weather: Datasets and Baselines.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

Domain-Invariant Progressive Knowledge Distillation for UAV-Based Object Detection.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2025

Integrating Global and Local Information for Remote Sensing Image-Text Retrieval.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2025

Graph guided local structure propagation for tensorial multi-view subspace clustering.

[BibT_eX]

[DOI]

Intell. Data Anal., 2025

Collaborative Semantic Contrastive for All-in-one Image Restoration.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2025

Unifying Foundation Model and Segment Anything Model for Remote Sensing Weakly Supervised Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

UEMM-Air: Enable UAVs to Undertake More Multi-modal Tasks.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

RemoteSAM: Towards Segment Anything for Earth Observation.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

RemoteTrimmer: Adaptive Structural Pruning for Remote Sensing Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Prompting DirectSAM for Semantic Contour Extraction in Remote Sensing Images.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Chain-of-Talkers (CoTalk): Fast Human Annotation of Dense Image Captions.

[BibT_eX]

[DOI]

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Making Large Vision Language Models to Be Good Few-Shot Learners.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Few-Shot Classification Model Compression via School Learning.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., December, 2024

Few-shot adaptation of multi-modal foundation models: a survey.

[BibT_eX]

[DOI]

Artif. Intell. Rev., October, 2024

JLCSR: Joint Learning of Compactness and Separability Representations for Few-Shot Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Dev. Syst., April, 2024

Mining and fusing unstructured online reviews and structured public index data for hospital selection.

[BibT_eX]

[DOI]

Inf. Fusion, March, 2024

Few-shot classification guided by generalization error bound.

[BibT_eX]

[DOI]

Pattern Recognit., January, 2024

RemoteCLIP: A Vision Language Foundation Model for Remote Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Semantic Segmentation of Remote Sensing Images by Interactive Representation Refinement and Geometric Prior-Guided Inference.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

A Frequency Domain Feature-Guided Network for Semantic Segmentation of Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2024

A Cross-Domain Coupling Network for Semantic Segmentation of Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2024

AAFormer: Attention-Attended Transformer for Semantic Segmentation of Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2024

Two-step affinity matrix learning for multi-view subspace clustering.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2024

RemoteTrimmer: Adaptive Structural Pruning for Remote Sensing Image Classification.

[BibT_eX]

[DOI]

CoRR, 2024

Robust Noisy Correspondence Learning via Self-Drop and Dual-Weight.

[BibT_eX]

[DOI]

CoRR, 2024

Power Line Aerial Image Restoration under dverse Weather: Datasets and Baselines.

[BibT_eX]

[DOI]

CoRR, 2024

Making Large Vision Language Models to be Good Few-shot Learners.

[BibT_eX]

[DOI]

CoRR, 2024

UEMM-Air: A Synthetic Multi-modal Dataset for Unmanned Aerial Vehicle Object Detection.

[BibT_eX]

[DOI]

CoRR, 2024

Scale-Invariant Feature Disentanglement via Adversarial Learning for UAV-based Object Detection.

[BibT_eX]

[DOI]

CoRR, 2024

Few-shot Adaptation of Multi-modal Foundation Models: A Survey.

[BibT_eX]

[DOI]

CoRR, 2024

Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

A Encoder-Decoder Framework for Foundation Model-based Remote Sensing Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 6th ACM International Conference on Multimedia in Asia, Workshops, 2024

Feature-weighted Multi-stage Bayesian Prototype for Few-shot Classification.

[BibT_eX]

[DOI]

Proceedings of the 6th ACM International Conference on Multimedia in Asia, 2024

FreqFormer: A Frequency Transformer for Semantic Segmentation of Remote Sensing Images.

[BibT_eX]

[DOI]

Proceedings of the 6th ACM International Conference on Multimedia in Asia, 2024

Locality-Enhanced Transformer for Semantic Segmentation of High-Resolution Remote Sensing Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

AerialFace: A Light Weight Framework for Unmanned Aerial Vehicle Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

Unifying Large Language Models and Knowledge Graphs for Poultry Diseases Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Biometric Recognition - 18th Chinese Conference, 2024

2023

MEP-3M: A large-scale multi-modal E-commerce product dataset.

[BibT_eX]

[DOI]

Pattern Recognit., August, 2023

Asymmetric exponential loss function for crack segmentation.

[BibT_eX]

[DOI]

Multim. Syst., April, 2023

Deep learning based single sample face recognition: a survey.

[BibT_eX]

[DOI]

Artif. Intell. Rev., March, 2023

Few-shot classification using Gaussianisation prototypical classifier.

[BibT_eX]

[DOI]

Fan Liu

Feifan Li

Sai Yang

IET Comput. Vis., February, 2023

A Novel Bayesian-Based Adaptive Algorithm Applied to Unobservable Sensor Measurement Information Loss for Underwater Navigation.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2023

A Synergistical Attention Model for Semantic Segmentation of Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

RemoteCLIP: A Vision Language Foundation Model for Remote Sensing.

[BibT_eX]

[DOI]

CoRR, 2023

Few-shot Classification via Ensemble Learning with Multi-Order Statistics.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Single Sample Face Recognition Based on Identity-Attribute Disentanglement and Adversarial Feature Augmentation.

[BibT_eX]

[DOI]

Proceedings of the Biometric Recognition - 17th Chinese Conference, 2023

2022

A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Hybridizing Euclidean and Hyperbolic Similarities for Attentively Refining Representations in Semantic Segmentation of Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Self-Supervised Music Motion Synchronization Learning for Music-Driven Conducting Motion Generation.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2022

SOM-based binary coding for single sample face recognition.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., 2022

Feature hallucination in hypersphere space for few-shot classification.

[BibT_eX]

[DOI]

Sai Yang

Fan Liu

Zhiyu Chen

IET Image Process., 2022

A review of driver fatigue detection and its advances on the use of RGB-D camera and deep learning.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2022

Prototypical Contrastive Language Image Pretraining.

[BibT_eX]

[DOI]

CoRR, 2022

A Simple Baseline for Adversarial Domain Adaptation-based Unsupervised Flood Forecasting.

[BibT_eX]

[DOI]

CoRR, 2022

Cycle-autoencoder based block-sparse joint representation for single sample face recognition.

[BibT_eX]

[DOI]

Comput. Electr. Eng., 2022

MDF-Net: Multimodal Deep Fusion for Large-Scale Product Recognition.

[BibT_eX]

[DOI]

Proceedings of the Biometric Recognition - 16th Chinese Conference, 2022

2021

Feature hallucination via Maximum A Posteriori for few-shot learning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

VirtualConductor: Music-driven Conducting Video Generation System.

[BibT_eX]

[DOI]

CoRR, 2021

Significant Wave Height Prediction based on Wavelet Graph Neural Network.

[BibT_eX]

[DOI]

CoRR, 2021

A face attribute based recommendation system via integrating denoising autoencoder and hash coding.

[BibT_eX]

[DOI]

Comput. Electr. Eng., 2021

2020

Robust discriminant feature selection via joint L2, 1-norm distance minimization and maximization.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Multi-view generalized support vector machine via mining the inherent relationship between views with applications to face and fire smoke recognition.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Deep Learning Based Single Sample Per Person Face Recognition: A Survey.

[BibT_eX]

[DOI]

Delong Chen

Fan Liu

Zewen Li

CoRR, 2020

A Review of Automatically Diagnosing COVID-19 based on Scanning Image.

[BibT_eX]

[DOI]

Delong Chen

Fan Liu

Zewen Li

CoRR, 2020

A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects.

[BibT_eX]

[DOI]

CoRR, 2020

Comparative Analysis on Classical Meta-Metric Models for Few-Shot Learning.

[BibT_eX]

[DOI]

IEEE Access, 2020

Uniform Generic Representation for Single Sample Face Recognition.

[BibT_eX]

[DOI]

IEEE Access, 2020

Pavement Crack Detection Using Attention U-Net with Multiple Sources.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - Third Chinese Conference, 2020

Commodity Text Classification Based E-Commerce Category and Attribute Mining.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE Conference on Multimedia Information Processing and Retrieval, 2020

A Review of Automated Diagnosis of COVID-19 Based on Scanning Images.

[BibT_eX]

[DOI]

Proceedings of the ICRAI 2020: 6th International Conference on Robotics and Artificial Intelligence, 2020

2019

Single sample face recognition via BoF using multistage KNN collaborative coding.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

Patch based Semi-supervised Linear Regression for Face Recognition.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., 2019

Learning Low-Rank Regularized Generic Representation With Block-Sparse Structure for Single Sample Face Recognition.

[BibT_eX]

[DOI]

IEEE Access, 2019

A Review of Driver Fatigue Detection: Progress and Prospect.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Consumer Electronics, 2019

A Water Level Prediction Model Based on ARIMA-RNN.

[BibT_eX]

[DOI]

Proceedings of the IEEE Fifth International Conference on Big Data Computing Service and Applications, 2019

2018

L1-Norm Distance Linear Discriminant Analysis Based on an Effective Iterative Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

Multi-scale Diffusion-based Salient Object Detection with Background and Objectness Seeds.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., 2018

Learning structured sparse representation for single sample face recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Workshop on Biometrics and Forensics, 2018

A Text-Based CAPTCHA Cracking System with Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Multimedia, 2018

2017

Motion-Compensated Deinterlacing Based on Scene Change Detection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

A Flood Forecasting Model Based on Deep Learning Algorithm via Integrating Stacked Autoencoders with BP Neural Network.

[BibT_eX]

[DOI]

Fan Liu

Feng Xu

Sai Yang

Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

Patch Based Semi-supervsied Linear Regression for Single Sample Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

2016

Local structure based multi-phase collaborative representation for face recognition with single sample per person.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Nonnegative matrix factorization with endmember sparse graph learning for hyperspectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

A multi-phase sparse probability framework via entropy minimization for single sample face recognition.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Local Similarity based Linear Graph Embedding: A Robust Face Recognition Framework for SSPP problem.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2016

Learning Low-Rank Representation with Block-Sparse Structure for Single Sample Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2016

2015

Real-Time System for Driver Fatigue Detection by RGB-D Camera.

[BibT_eX]

[DOI]

Liyan Zhang

Fan Liu

Jinhui Tang

ACM Trans. Intell. Syst. Technol., 2015

Local Structure-Based Sparse Representation for Face Recognition.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2015

Local Similarity based Discriminant Analysis for Face Recognition.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., 2015

2014

Body Surface Context: A New Robust Feature for Action Recognition From Depth Videos.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2014

Exploiting Visual Saliency and Bag-of-Words for Road Sign Recognition.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2014

Local structure based sparse representation for face recognition with single sample per person.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Local Geometry Feature Extraction for Face Sketch Recognition.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014

Local Similarity Based Linear Discriminant Analysis for Face Recognition with Single Sample per Person.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

2013

WLBP: Weber local binary pattern for local image description.

[BibT_eX]

[DOI]

Fan Liu

Zhenmin Tang

Jinhui Tang

Neurocomputing, 2013

An Eye States Detection Method by Using WLBP.

[BibT_eX]

[DOI]

Fan Liu

Jinhui Tang

Zhenmin Tang

Proceedings of the 2013 IEEE Seventh International Conference on Semantic Computing, 2013

Block-Based Face Recognition Using WLD.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2013, 2013

Real-Time Head Pose Estimation by RGB-D Camera.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2013, 2013

2012

Abnormal behavior recognition system for ATM monitoring by RGB-D camera.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Fan Liu

Timeline

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