Lixin Fan

According to our database1, Lixin Fan authored at least 130 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Evaluating Membership Inference Attacks and Defenses in Federated Learning.
CoRR, 2024

2023
Reconstructing Close Human Interactions from Multiple Views.
ACM Trans. Graph., December, 2023

Trading Off Privacy, Utility, and Efficiency in Federated Learning.
ACM Trans. Intell. Syst. Technol., December, 2023

FedIPR: Ownership Verification for Federated Deep Neural Network Models.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Scalable Identity-Oriented Speech Retrieval.
IEEE Trans. Knowl. Data Eng., March, 2023

No Free Lunch Theorem for Security and Utility in Federated Learning.
ACM Trans. Intell. Syst. Technol., February, 2023

Federated Learning with Privacy-preserving and Model IP-right-protection.
Int. J. Autom. Comput., 2023

A Theoretical Analysis of Efficiency Constrained Utility-Privacy Bi-Objective Optimization in Federated Learning.
CoRR, 2023

Grounding Foundation Models through Federated Transfer Learning: A General Framework.
CoRR, 2023

A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models.
CoRR, 2023

FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models.
CoRR, 2023

SecureBoost Hyperparameter Tuning via Multi-Objective Federated Learning.
CoRR, 2023

Temporal Gradient Inversion Attacks with Robust Optimization.
CoRR, 2023

A Meta-learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning.
CoRR, 2023

FedSOV: Federated Model Secure Ownership Verification with Unforgeable Signature.
CoRR, 2023

FedZKP: Federated Model Ownership Verification with Zero-knowledge Proof.
CoRR, 2023

Optimizing Privacy, Utility and Efficiency in Constrained Multi-Objective Federated Learning.
CoRR, 2023

A Game-theoretic Framework for Federated Learning.
CoRR, 2023

Probably Approximately Correct Federated Learning.
CoRR, 2023

Learning Adapters for Text-Guided Portrait Stylization with Pretrained Diffusion Models.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

MaskDiffuse: Text-Guided Face Mask Removal Based on Diffusion Models.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Achieving Provable Byzantine Fault-tolerance in a Semi-honest Federated Learning Setting.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Hierarchical Crowdsourcing for Data Labeling with Heterogeneous Crowd.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Distribution-Regularized Federated Learning on Non-IID Data.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022
Customized Federated Learning for Multi-Source Decentralized Medical Image Classification.
IEEE J. Biomed. Health Informatics, 2022

Intrinsic Performance Influence-based Participant Contribution Estimation for Horizontal Federated Learning.
ACM Trans. Intell. Syst. Technol., 2022

Protect, show, attend and tell: Empowering image captioning models with ownership protection.
Pattern Recognit., 2022

DeepIPR: Deep Neural Network Ownership Verification With Passports.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

FedCut: A Spectral Analysis Framework for Reliable Detection of Byzantine Colluders.
CoRR, 2022

FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model.
CoRR, 2022

A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning.
CoRR, 2022

A Hybrid Self-Supervised Learning Framework for Vertical Federated Learning.
CoRR, 2022

Accelerating Vertical Federated Learning.
CoRR, 2022

Federated Learning with Quantum Secure Aggregation.
CoRR, 2022

FadMan: Federated Anomaly Detection across Multiple Attributed Networks.
CoRR, 2022

You Don't Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers' Private Personas.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Knowledge-Enhanced Learning for KG Embedding.
Proceedings of the 28th IEEE International Conference on Parallel and Distributed Systems, 2022

2021
Fast black-box quantum state preparation based on linear combination of unitaries.
Quantum Inf. Process., 2021

FedIPR: Ownership Verification for Federated Deep Neural Network Models.
CoRR, 2021

Federated Deep Learning with Bayesian Privacy.
CoRR, 2021

Proceedings of ICML 2021 Workshop on Theoretic Foundation, Criticism, and Application Trend of Explainable AI.
CoRR, 2021

Ternary Hashing.
CoRR, 2021

Protecting Intellectual Property of Generative Adversarial Networks from Ambiguity Attack.
CoRR, 2021

L2RS: A Learning-to-Rescore Mechanism for Hybrid Speech Recognition.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

ICDAR 2021 Competition on Integrated Circuit Text Spotting and Aesthetic Assessment.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Protecting Intellectual Property of Generative Adversarial Networks From Ambiguity Attacks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

A Health-friendly Speaker Verification System Supporting Mask Wearing.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Rethinking Privacy Preserving Deep Learning: How to Evaluate and Thwart Privacy Attacks.
Proceedings of the Federated Learning - Privacy and Incentive, 2020

Quantum fast Poisson solver: the algorithm and complete and modular circuit design.
Quantum Inf. Process., 2020

Quantum circuits design for evaluating transcendental functions based on a function-value binary expansion method.
Quantum Inf. Process., 2020

Editorial: Special Issue on Compact Deep Neural Networks With Industrial Applications.
IEEE J. Sel. Top. Signal Process., 2020

Rethinking Uncertainty in Deep Learning: Whether and How it Improves Robustness.
CoRR, 2020

Protect, Show, Attend and Tell: Image Captioning Model with Ownership Protection.
CoRR, 2020

Rethinking Privacy Preserving Deep Learning: How to Evaluate and Thwart Privacy Attacks.
CoRR, 2020

Deep Polarized Network for Supervised Learning of Accurate Binary Hashing Codes.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

MaraVis: Representation and Coordinated Intervention of Medical Encounters in Urban Marathon.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

Interpreting and Evaluating Black Box Models in a Customizable Way.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
L2RS: A Learning-to-Rescore Mechanism for Automatic Speech Recognition.
CoRR, 2019

Digital Passport: A Novel Technological Strategy for Intellectual Property Protection of Convolutional Neural Networks.
CoRR, 2019

Proceedings of AAAI 2019 Workshop on Network Interpretability for Deep Learning.
CoRR, 2019

A Universal Logic Operator for Interpretable Deep Convolution Networks.
CoRR, 2019

Rethinking Deep Neural Network Ownership Verification: Embedding Passports to Defeat Ambiguity Attacks.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Fast Registration for Cross-Source Point Clouds by using Weak Regional Affinity and Pixel-Wise Refinement.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Simultaneously Learning Architectures and Features of Deep Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

2018
A Coarse-to-Fine Algorithm for Matching and Registration in 3D Cross-Source Point Clouds.
IEEE Trans. Circuits Syst. Video Technol., 2018

A Theoretical Investigation of Graph Degree as an Unsupervised Normality Measure.
CoRR, 2018

Evaluation of Visual Object Trackers on Equirectangular Panorama.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Memory-Efficient Deep Salient Object Segmentation Networks on Gridized Superpixels.
Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018

Object Detection in Equirectangular Panorama.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Depth Masked Discriminative Correlation Filter.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Automatic Feature Extraction for Wide-angle and Fish-eye Camera Calibration.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Generic calibration of cameras with non-parallel optical elements.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Deep Epitome for Unravelling Generalized Hamming Network.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017
A Systematic Approach for Cross-Source Point Cloud Registration by Preserving Macro and Micro Structures.
IEEE Trans. Image Process., 2017

Real-time SLAM relocalization with online learning of binary feature indexing.
Mach. Vis. Appl., 2017

Urban 3D segmentation and modelling from street view images and LiDAR point clouds.
Mach. Vis. Appl., 2017

Deep Epitome for Unravelling Generalized Hamming Network: A Fuzzy Logic Interpretation of Deep Learning.
CoRR, 2017

Happy Travelers Take Big Pictures: A Psychological Study with Machine Learning and Big Data.
CoRR, 2017

Revisit Fuzzy Neural Network: Demystifying Batch Normalization and ReLU with Generalized Hamming Network.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016
Fast Localization in Large-Scale Environments Using Supervised Indexing of Binary Features.
IEEE Trans. Image Process., 2016

Weighted fuzzy track association method based on Dempster-Shafer theory in distributed sensor networks.
Int. J. Distributed Sens. Networks, 2016

Accurate Robust and Efficient Error Estimation for Decision Trees.
Proceedings of the 33nd International Conference on Machine Learning, 2016

Global Scale Integral Volumes.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

A Coarse-to-Fine Algorithm for Registration in 3D Street-View Cross-Source Point Clouds.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

Real Time Complete Dense Depth Reconstruction for a Monocular Camera.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Comprehensive Automated 3D Urban Environment Modelling Using Terrestrial Laser Scanning Point Cloud.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015
A weakly supervised geodesic level set framework for interactive image segmentation.
Neurocomputing, 2015

Using the Similarity Measure between Intuitionistic Fuzzy Sets for the Application on Pattern Recognitions.
Int. J. Cogn. Informatics Nat. Intell., 2015

Automated super-voxel based features classification of urban environments by integrating 3D point cloud and image content.
Proceedings of the 2015 IEEE International Conference on Signal and Image Processing Applications, 2015

Robust interactive image segmentation with weak supervision for mobile touch screen devices.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Dense Correspondence Using Non-Local DAISY Forest.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

2014
Efficient pose tracking on mobile phones with 3D points grouping.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Street view cross-sourced point cloud matching and registration.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A 3D map augmented photo gallery application on mobile device.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Online Learning of Binary Feature Indexing for Real-Time SLAM Relocalization.
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

Object Recognition in 3D Point Cloud of Urban Street Scene.
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

Simple Octree Solution for Multi-resolution LiDAR Processing and Visualisation.
Proceedings of the 14th IEEE International Conference on Computer and Information Technology, 2014

2013
Finger Tracking for Gestural Interaction in Mobile Devices.
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Augmented and interactive video playback based on global camera pose.
Proceedings of the ACM Multimedia Conference, 2013

Semantic Parsing of Street Scene Images Using 3D LiDAR Point Cloud.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Supervised Binary Hash Code Learning with Jensen Shannon Divergence.
Proceedings of the IEEE International Conference on Computer Vision, 2013

In-Situ Web Mashup and Hypermedia Support for Mobile Vision-Based AR Applications.
Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

2012
On-line Object Reconstruction and Tracking for 3D Interaction.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Head-tracking virtual 3-D display for mobile devices.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

2011
Graph Partition Based Bundle Adjustment for Structured Dataset.
Proceedings of the Sixth International Conference on Image and Graphics, 2011

A Feature-Based Object Tracking Method Using Online Template Switching and Feature Adaptation.
Proceedings of the Sixth International Conference on Image and Graphics, 2011

Real-time object tracking on mobile phones.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

2010
A feature-based object tracking approach for realtime image processing on mobile devices.
Proceedings of the International Conference on Image Processing, 2010

Animation pyramid for efficient image database browsing.
Proceedings of the International Conference on Image Processing, 2010

PCA-based structure refinement for reconstruction of urban scene.
Proceedings of the International Conference on Image Processing, 2010

2009
Revisiting the P<i>n</i>P Problem with a GPS.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Adaptive Sample Consensus for Efficient Random Optimization.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Efficient Random Sampling for Nonrigid Feature Matching.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

2008
Robust Scale Estimation from Ensemble Inlier Sets for Random Sample Consensus Methods.
Proceedings of the Computer Vision, 2008

2007
An efficient parallel algorithm for hexagonal-based fractal image compression.
Int. J. Comput. Math., 2007

Hill Climbing Algorithm for Random Sample Consensus Methods.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

2005
Color reconstruction in digital cameras: optimization for document images.
Int. J. Document Anal. Recognit., 2005

2004
Intra-class variation, affine transformation and background clutter: towards robust image matching.
Proceedings of the Third International Conference on Image and Graphics, 2004

2003
Model-based varying pose face detection and facial feature registration in colour images.
Pattern Recognit. Lett., 2003

Pedestrian registration in static images with unconstrained background.
Pattern Recognit., 2003

Adaptive image-smoothing using a coplanar matrix and its application to document image binarization.
Int. J. Document Anal. Recognit., 2003

A diffusion process for wavelet-transform-based image denoising and its application to document image binarization.
Proceedings of the 2003 International Conference on Image Processing, 2003

Wavelet Diffusion for Document Image Denoising.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

2002
Adaptive image restoration using structure tensors.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Edge-preserving prefiltering for document image binarization.
Proceedings of the 2001 International Conference on Image Processing, 2001

Binarizing Document Image Using Coplanar Prefilter.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

2000
Model-based varying pose face detection and facial feature registration in video images.
Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30, 2000

A Combined Feature-Texture Similarity Measure for Face Alignment under.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000


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