Lixin Fan
Orcid: 0000-0002-8162-7096
According to our database1,
Lixin Fan
authored at least 148 papers
between 2000 and 2024.
Collaborative distances:
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Bibliography
2024
IEEE Trans. Pattern Anal. Mach. Intell., September, 2024
A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models.
J. Comput. Sci. Technol., July, 2024
A Meta-Learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning.
ACM Trans. Intell. Syst. Technol., June, 2024
ACM Trans. Intell. Syst. Technol., June, 2024
PDSS: A Privacy-Preserving Framework for Step-by-Step Distillation of Large Language Models.
CoRR, 2024
CoRR, 2024
CoRR, 2024
Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data.
CoRR, 2024
FedEval-LLM: Federated Evaluation of Large Language Models on Downstream Tasks with Collective Wisdom.
CoRR, 2024
Hyperparameter Optimization for SecureBoost via Constrained Multi-Objective Federated Learning.
CoRR, 2024
FedCQA: Answering Complex Queries on Multi-Source Knowledge Graphs via Federated Learning.
CoRR, 2024
CoRR, 2024
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024
SecureBoost+: Large Scale and High-Performance Vertical Federated Gradient Boosting Decision Tree.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Model Trip: Enhancing Privacy and Fairness in Model Fusion Across Multi-Federations for Trustworthy Global Healthcare.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 2024
Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning.
Proceedings of the Computer Vision - ECCV 2024, 2024
Complementary Knowledge Distillation for Robust and Privacy-Preserving Model Serving in Vertical Federated Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
ACM Trans. Graph., December, 2023
ACM Trans. Intell. Syst. Technol., December, 2023
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023
IEEE Trans. Knowl. Data Eng., March, 2023
ACM Trans. Intell. Syst. Technol., February, 2023
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
CoRR, 2023
CoRR, 2023
Optimizing Privacy, Utility and Efficiency in Constrained Multi-Objective 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
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
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
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
IEEE Trans. Pattern Anal. Mach. Intell., 2022
FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model.
CoRR, 2022
CoRR, 2022
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
Proceedings of the 28th IEEE International Conference on Parallel and Distributed Systems, 2022
2021
Quantum Inf. Process., 2021
Proceedings of ICML 2021 Workshop on Theoretic Foundation, Criticism, and Application Trend of Explainable AI.
CoRR, 2021
Protecting Intellectual Property of Generative Adversarial Networks from Ambiguity Attack.
CoRR, 2021
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
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
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 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
CoRR, 2020
CoRR, 2020
Rethinking Privacy Preserving Deep Learning: How to Evaluate and Thwart Privacy Attacks.
CoRR, 2020
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
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
Digital Passport: A Novel Technological Strategy for Intellectual Property Protection of Convolutional Neural Networks.
CoRR, 2019
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
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
CoRR, 2018
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018
Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
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
Mach. Vis. Appl., 2017
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
Proceedings of the 33nd International Conference on Machine Learning, 2016
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
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
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
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015
2014
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014
Proceedings of the 14th IEEE International Conference on Computer and Information Technology, 2014
2013
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013
Proceedings of the ACM Multimedia Conference, 2013
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013
Proceedings of the IEEE International Conference on Computer Vision, 2013
Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013
2012
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012
2011
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
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
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the International Conference on Image Processing, 2010
2009
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009
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
Int. J. Comput. Math., 2007
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007
2005
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
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
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003
2002
Proceedings of the 2002 International Conference on Image Processing, 2002
2001
Proceedings of the 2001 International Conference on Image Processing, 2001
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
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000