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Journal Articles
- 2024
- [j29]Xiaojin Zhang
, Lixin Fan
, Siwei Wang
, Wenjie Li
, Kai Chen
, Qiang Yang:
A Game-theoretic Framework for Privacy-preserving Federated Learning. ACM Trans. Intell. Syst. Technol. 15(3): 52:1-52:35 (2024) - [j28]Xiaojin Zhang
, Yan Kang
, Lixin Fan
, Kai Chen
, Qiang Yang:
A Meta-Learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning. ACM Trans. Intell. Syst. Technol. 15(3): 55:1-55:36 (2024) - 2023
- [j27]Qiang Yang, Anbu Huang
, Lixin Fan, Chee Seng Chan, Jian Han Lim, Kam Woh Ng
, Ding Sheng Ong, Bowen Li
:
Federated Learning with Privacy-preserving and Model IP-right-protection. Int. J. Autom. Comput. 20(1): 19-37 (2023) - [j26]Bowen Li
, Lixin Fan, Hanlin Gu, Jie Li
, Qiang Yang:
FedIPR: Ownership Verification for Federated Deep Neural Network Models. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 4521-4536 (2023) - [j25]Xiaojin Zhang
, Hanlin Gu
, Lixin Fan
, Kai Chen
, Qiang Yang:
No Free Lunch Theorem for Security and Utility in Federated Learning. ACM Trans. Intell. Syst. Technol. 14(1): 1:1-1:35 (2023) - [j24]Xiaojin Zhang
, Yan Kang
, Kai Chen
, Lixin Fan
, Qiang Yang:
Trading Off Privacy, Utility, and Efficiency in Federated Learning. ACM Trans. Intell. Syst. Technol. 14(6): 98:1-98:32 (2023) - [j23]Chaotao Chen, Di Jiang
, Jinhua Peng, Rongzhong Lian, Yawen Li, Chen Jason Zhang, Lei Chen
, Lixin Fan:
Scalable Identity-Oriented Speech Retrieval. IEEE Trans. Knowl. Data Eng. 35(3): 3261-3265 (2023) - [j22]Qing Shuai
, Zhiyuan Yu
, Zhize Zhou
, Lixin Fan
, Haijun Yang
, Can Yang
, Xiaowei Zhou
:
Reconstructing Close Human Interactions from Multiple Views. ACM Trans. Graph. 42(6): 273:1-273:14 (2023) - 2022
- [j21]Lixin Fan, Kam Woh Ng
, Chee Seng Chan
, Qiang Yang:
DeepIPR: Deep Neural Network Ownership Verification With Passports. IEEE Trans. Pattern Anal. Mach. Intell. 44(10): 6122-6139 (2022) - [j20]Jian Han Lim, Chee Seng Chan, Kam Woh Ng, Lixin Fan, Qiang Yang:
Protect, show, attend and tell: Empowering image captioning models with ownership protection. Pattern Recognit. 122: 108285 (2022) - [j19]Lin Zhang
, Lixin Fan, Yong Luo, Ling-Yu Duan:
Intrinsic Performance Influence-based Participant Contribution Estimation for Horizontal Federated Learning. ACM Trans. Intell. Syst. Technol. 13(6): 88:1-88:24 (2022) - [j18]Jeffry Wicaksana
, Zengqiang Yan
, Xin Yang
, Yang Liu
, Lixin Fan, Kwang-Ting Cheng
:
Customized Federated Learning for Multi-Source Decentralized Medical Image Classification. IEEE J. Biomed. Health Informatics 26(11): 5596-5607 (2022) - 2021
- [j17]Shengbin Wang, Zhimin Wang, Guolong Cui, Shangshang Shi, Ruimin Shang, Lixin Fan, Wendong Li, Zhiqiang Wei, Yongjian Gu
:
Fast black-box quantum state preparation based on linear combination of unitaries. Quantum Inf. Process. 20(8): 1-14 (2021) - 2020
- [j16]Lixin Fan, Diana Marculescu
, Werner Bailer, Yurong Chen:
Editorial: Special Issue on Compact Deep Neural Networks With Industrial Applications. IEEE J. Sel. Top. Signal Process. 14(4): 605-608 (2020) - [j15]Shengbin Wang, Zhimin Wang, Wendong Li, Lixin Fan, Zhiqiang Wei, Yongjian Gu:
Quantum fast Poisson solver: the algorithm and complete and modular circuit design. Quantum Inf. Process. 19(6): 170 (2020) - [j14]Shengbin Wang, Zhimin Wang
, Wendong Li, Lixin Fan, Guolong Cui, Zhiqiang Wei, Yongjian Gu:
Quantum circuits design for evaluating transcendental functions based on a function-value binary expansion method. Quantum Inf. Process. 19(9): 347 (2020) - 2018
- [j13]Xiaoshui Huang
, Jian Zhang
, Qiang Wu
, Lixin Fan, Chun Yuan
:
A Coarse-to-Fine Algorithm for Matching and Registration in 3D Cross-Source Point Clouds. IEEE Trans. Circuits Syst. Video Technol. 28(10): 2965-2977 (2018) - 2017
- [j12]Pouria Babahajiani
, Lixin Fan, Joni-Kristian Kämäräinen, Moncef Gabbouj
:
Urban 3D segmentation and modelling from street view images and LiDAR point clouds. Mach. Vis. Appl. 28(7): 679-694 (2017) - [j11]Youji Feng, Yihong Wu, Lixin Fan:
Real-time SLAM relocalization with online learning of binary feature indexing. Mach. Vis. Appl. 28(8): 953-963 (2017) - [j10]Xiaoshui Huang
, Jian Zhang
, Lixin Fan, Qiang Wu
, Chun Yuan:
A Systematic Approach for Cross-Source Point Cloud Registration by Preserving Macro and Micro Structures. IEEE Trans. Image Process. 26(7): 3261-3276 (2017) - 2016
- [j9]Lixin Fan, En Fan, Changhong Yuan, Keli Hu:
Weighted fuzzy track association method based on Dempster-Shafer theory in distributed sensor networks. Int. J. Distributed Sens. Networks 12(7) (2016) - [j8]Youji Feng, Lixin Fan, Yihong Wu:
Fast Localization in Large-Scale Environments Using Supervised Indexing of Binary Features. IEEE Trans. Image Process. 25(1): 343-358 (2016) - 2015
- [j7]Lixin Fan:
Using the Similarity Measure between Intuitionistic Fuzzy Sets for the Application on Pattern Recognitions. Int. J. Cogn. Informatics Nat. Intell. 9(2): 24-36 (2015) - [j6]Tinghuai Wang, Huiling Wang, Lixin Fan:
A weakly supervised geodesic level set framework for interactive image segmentation. Neurocomputing 168: 55-64 (2015) - 2007
- [j5]Ghim Hwee Ong, Lixin Fan:
An efficient parallel algorithm for hexagonal-based fractal image compression. Int. J. Comput. Math. 84(2): 203-218 (2007) - 2005
- [j4]Christopher R. Dance, Lixin Fan:
Color reconstruction in digital cameras: optimization for document images. Int. J. Document Anal. Recognit. 7(2-3): 138-146 (2005) - 2003
- [j3]Lixin Fan, Liying Fan, Chew Lim Tan:
Adaptive image-smoothing using a coplanar matrix and its application to document image binarization. Int. J. Document Anal. Recognit. 5(2-3): 88-101 (2003) - [j2]Lixin Fan, Kah Kay Sung, Teck Khim Ng:
Pedestrian registration in static images with unconstrained background. Pattern Recognit. 36(4): 1019-1029 (2003) - [j1]Lixin Fan, Kah Kay Sung:
Model-based varying pose face detection and facial feature registration in colour images. Pattern Recognit. Lett. 24(1-3): 237-249 (2003)
Conference and Workshop Papers
- 2024
- [c70]Dashan Gao, Sheng Wan, Lixin Fan, Xin Yao, Qiang Yang:
Complementary Knowledge Distillation for Robust and Privacy-Preserving Model Serving in Vertical Federated Learning. AAAI 2024: 19832-19839 - [c69]Qian Chen, Yiqiang Chen, Bingjie Yan, Xinlong Jiang, Xiaojin Zhang, Yan Kang, Teng Zhang, Wuliang Huang, Chenlong Gao, Lixin Fan, Qiang Yang:
Model Trip: Enhancing Privacy and Fairness in Model Fusion Across Multi-Federations for Trustworthy Global Healthcare. ICDE 2024: 2231-2244 - [c68]Tao Fan, Weijing Chen, Guoqiang Ma, Yan Kang, Lixin Fan, Qiang Yang:
SecureBoost+: Large Scale and High-Performance Vertical Federated Gradient Boosting Decision Tree. PAKDD (3) 2024: 237-249 - 2023
- [c67]Haodi Zhang
, Wenxi Huang, Zhenhan Su, Junyang Chen, Di Jiang, Lixin Fan, Chen Zhang
, Defu Lian
, Kaishun Wu:
Hierarchical Crowdsourcing for Data Labeling with Heterogeneous Crowd. ICDE 2023: 1234-1246 - [c66]Yansheng Wang, Yongxin Tong
, Zimu Zhou, Ruisheng Zhang, Sinno Jialin Pan, Lixin Fan, Qiang Yang:
Distribution-Regularized Federated Learning on Non-IID Data. ICDE 2023: 2113-2125 - [c65]Hanlin Gu, Jiahuan Luo, Yan Kang, Lixin Fan, Qiang Yang:
FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation. IJCAI 2023: 3759-3767 - [c64]Xingxing Tang
, Hanlin Gu
, Lixin Fan
, Qiang Yang:
Achieving Provable Byzantine Fault-tolerance in a Semi-honest Federated Learning Setting. PAKDD (2) 2023: 415-427 - [c63]Mintu Yang, Xianxu Hou, Hao Li, Linlin Shen, Lixin Fan:
Learning Adapters for Text-Guided Portrait Stylization with Pretrained Diffusion Models. PRCV (1) 2023: 247-258 - [c62]Jingxia Lu, Xianxu Hou, Hao Li, Zhibin Peng, Linlin Shen, Lixin Fan:
MaskDiffuse: Text-Guided Face Mask Removal Based on Diffusion Models. PRCV (6) 2023: 435-446 - 2022
- [c61]Haodi Zhang, Zhao Chen, Jinyin Nie, Di Jiang, Lixin Fan, Kaishun Wu:
Knowledge-Enhanced Learning for KG Embedding. ICPADS 2022: 843-850 - [c60]Yuezhou Wu, Yan Kang, Jiahuan Luo, Yuanqin He, Lixin Fan, Rong Pan, Qiang Yang:
FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning. IJCAI 2022: 2334-2340 - [c59]Haoran Li
, Yangqiu Song, Lixin Fan:
You Don't Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers' Private Personas. NAACL-HLT 2022: 5858-5870 - 2021
- [c58]Chaotao Chen, Di Jiang, Jinhua Peng, Rongzhong Lian, Chen Jason Zhang, Qian Xu, Lixin Fan, Qiang Yang:
A Health-friendly Speaker Verification System Supporting Mask Wearing. AAAI 2021: 16004-16006 - [c57]Ding Sheng Ong, Chee Seng Chan, Kam Woh Ng, Lixin Fan, Qiang Yang:
Protecting Intellectual Property of Generative Adversarial Networks From Ambiguity Attacks. CVPR 2021: 3630-3639 - [c56]Chun Chet Ng, Akmalul Khairi Bin Nazaruddin, Yeong Khang Lee, Xinyu Wang, Yuliang Liu, Chee Seng Chan, Lianwen Jin, Yipeng Sun, Lixin Fan:
ICDAR 2021 Competition on Integrated Circuit Text Spotting and Aesthetic Assessment. ICDAR (4) 2021: 663-677 - [c55]Yuanfeng Song, Di Jiang, Xuefang Zhao, Qian Xu, Raymond Chi-Wing Wong, Lixin Fan, Qiang Yang:
L2RS: A Learning-to-Rescore Mechanism for Hybrid Speech Recognition. ACM Multimedia 2021: 1157-1166 - 2020
- [c54]Lixin Fan, Chang Liu, Yuhao Zhou, Tianyu Zhang, Qiang Yang:
Interpreting and Evaluating Black Box Models in a Customizable Way. IEEE BigData 2020: 5435-5440 - [c53]Quan Li
, Huanbin Lin, Xiguang Wei, Yangkun Huang, Lixin Fan, Jian Du, Xiaojuan Ma, Tianjian Chen:
MaraVis: Representation and Coordinated Intervention of Medical Encounters in Urban Marathon. CHI 2020: 1-12 - [c52]Lixin Fan, Kam Woh Ng, Ce Ju
, Tianyu Zhang, Chee Seng Chan:
Deep Polarized Network for Supervised Learning of Accurate Binary Hashing Codes. IJCAI 2020: 825-831 - 2019
- [c51]Tinghuai Wang
, Lixin Fan, Huiling Wang:
Simultaneously Learning Architectures and Features of Deep Neural Networks. ICANN (2) 2019: 275-287 - [c50]Xiaoshui Huang, Lixin Fan, Qiang Wu
, Jian Zhang
, Chun Yuan:
Fast Registration for Cross-Source Point Clouds by using Weak Regional Affinity and Pixel-Wise Refinement. ICME 2019: 1552-1557 - [c49]Lixin Fan, Kam Woh Ng, Chee Seng Chan:
Rethinking Deep Neural Network Ownership Verification: Embedding Passports to Defeat Ambiguity Attacks. NeurIPS 2019: 4716-4725 - 2018
- [c48]Lixin Fan:
Deep Epitome for Unravelling Generalized Hamming Network. ICPR 2018: 409-416 - [c47]Peter Fasogbon, Lixin Fan:
Generic calibration of cameras with non-parallel optical elements. ICPR 2018: 1875-1881 - [c46]Ugur Kart, Joni-Kristian Kamarainen, Jiri Matas
, Lixin Fan, Francesco Cricri:
Depth Masked Discriminative Correlation Filter. ICPR 2018: 2112-2117 - [c45]Wenyan Yang, Yanlin Qian, Joni-Kristian Kamarainen, Francesco Cricri, Lixin Fan:
Object Detection in Equirectangular Panorama. ICPR 2018: 2190-2195 - [c44]Peter Fasogbon, Lixin Fan:
Automatic Feature Extraction for Wide-angle and Fish-eye Camera Calibration. ICPR 2018: 2947-2952 - [c43]Çaglar Aytekin, Xingyang Ni, Francesco Cricri, Lixin Fan, Emre Aksu:
Memory-Efficient Deep Salient Object Segmentation Networks on Gridized Superpixels. MMSP 2018: 1-6 - [c42]Ugur Kart, Joni-Kristian Kämäräinen, Lixin Fan, Moncef Gabbouj
:
Evaluation of Visual Object Trackers on Equirectangular Panorama. VISIGRAPP (5: VISAPP) 2018: 25-32 - 2017
- [c41]Lixin Fan:
Revisit Fuzzy Neural Network: Demystifying Batch Normalization and ReLU with Generalized Hamming Network. NIPS 2017: 1923-1932 - 2016
- [c40]Pouria Babahajiani, Lixin Fan, Joni-Kristian Kamarainen, Moncef Gabbouj
:
Comprehensive Automated 3D Urban Environment Modelling Using Terrestrial Laser Scanning Point Cloud. CVPR Workshops 2016: 652-660 - [c39]Xiaoshui Huang, Lixin Fan, Jian Zhang
, Qiang Wu
, Chun Yuan:
Real Time Complete Dense Depth Reconstruction for a Monocular Camera. CVPR Workshops 2016: 674-679 - [c38]Xiaoshui Huang, Jian Zhang
, Qiang Wu
, Lixin Fan, Chun Yuan:
A Coarse-to-Fine Algorithm for Registration in 3D Street-View Cross-Source Point Clouds. DICTA 2016: 1-6 - [c37]Sounak Bhattacharya, Lixin Fan, Pouria Babahajiani, Moncef Gabbouj
:
Global Scale Integral Volumes. ECCV Workshops (1) 2016: 192-204 - [c36]Lixin Fan:
Accurate Robust and Efficient Error Estimation for Decision Trees. ICML 2016: 239-247 - 2015
- [c35]Xiaoshui Huang, Jian Zhang
, Qiang Wu
, Chun Yuan, Lixin Fan:
Dense Correspondence Using Non-Local DAISY Forest. DICTA 2015: 1-8 - [c34]Tinghuai Wang, Huiling Wang, Lixin Fan:
Robust interactive image segmentation with weak supervision for mobile touch screen devices. ICME 2015: 1-6 - [c33]Pouria Babahajiani, Lixin Fan, Joni-Kristian Kamarainen, Moncef Gabbouj
:
Automated super-voxel based features classification of urban environments by integrating 3D point cloud and image content. ICSIPA 2015: 372-377 - 2014
- [c32]Yu You, Lixin Fan, Kimmo Roimela, Ville-Veikko Mattila:
Simple Octree Solution for Multi-resolution LiDAR Processing and Visualisation. CIT 2014: 220-225 - [c31]Pouria Babahajiani, Lixin Fan, Moncef Gabbouj
:
Object Recognition in 3D Point Cloud of Urban Street Scene. ACCV Workshops (1) 2014: 177-190 - [c30]Youji Feng, Yihong Wu, Lixin Fan:
Online Learning of Binary Feature Indexing for Real-Time SLAM Relocalization. ACCV Workshops (1) 2014: 206-217 - [c29]Furong Peng, Qiang Wu
, Lixin Fan, Jian Zhang
, Yu You, Jianfeng Lu, Jing-Yu Yang:
Street view cross-sourced point cloud matching and registration. ICIP 2014: 2026-2030 - [c28]Junsheng Fu
, Lixin Fan, Kimmo Roimela, Yu You, Ville-Veikko Mattila:
A 3D map augmented photo gallery application on mobile device. ICIP 2014: 2507-2511 - [c27]Juan Lei, Zhenhua Wang, Yihong Wu, Lixin Fan:
Efficient pose tracking on mobile phones with 3D points grouping. ICME 2014: 1-6 - 2013
- [c26]Yu You, Lixin Fan, Ville-Veikko Mattila, Alain Boyer, Tuomas Kantonen:
In-Situ Web Mashup and Hypermedia Support for Mobile Vision-Based AR Applications. GreenCom/iThings/CPScom 2013: 797-803 - [c25]Lixin Fan:
Supervised Binary Hash Code Learning with Jensen Shannon Divergence. ICCV 2013: 2616-2623 - [c24]Pouria Babahajiani, Lixin Fan, Moncef Gabbouj
:
Semantic Parsing of Street Scene Images Using 3D LiDAR Point Cloud. ICCV Workshops 2013: 714-721 - [c23]Junsheng Fu
, Lixin Fan, Yu You, Kimmo Roimela:
Augmented and interactive video playback based on global camera pose. ACM Multimedia 2013: 461-462 - [c22]Matti Matilainen, Jari Hannuksela, Lixin Fan:
Finger Tracking for Gestural Interaction in Mobile Devices. SCIA 2013: 329-338 - 2012
- [c21]Miguel Bordallo López
, Jari Hannuksela, Olli Silvén
, Lixin Fan:
Head-tracking virtual 3-D display for mobile devices. CVPR Workshops 2012: 27-34 - [c20]Youji Feng, Yihong Wu, Lixin Fan:
On-line Object Reconstruction and Tracking for 3D Interaction. ICME 2012: 711-716 - 2011
- [c19]Juan Lei, Youji Feng, Lixin Fan, Yihong Wu:
Real-time object tracking on mobile phones. ACPR 2011: 560-564 - [c18]Lixin Fan:
A Feature-Based Object Tracking Method Using Online Template Switching and Feature Adaptation. ICIG 2011: 707-713 - [c17]Yuanfan Xie, Lixin Fan, Yihong Wu:
Graph Partition Based Bundle Adjustment for Structured Dataset. ICIG 2011: 1010-1016 - 2010
- [c16]Qinxun Bai, Yihong Wu, Lixin Fan:
PCA-based structure refinement for reconstruction of urban scene. ICIP 2010: 2953-2956 - [c15]Lixin Fan:
Animation pyramid for efficient image database browsing. ICIP 2010: 3189-3192 - [c14]Lixin Fan, Mikko Riihimaki, Iivari Kunttu:
A feature-based object tracking approach for realtime image processing on mobile devices. ICIP 2010: 3921-3924 - 2009
- [c13]Lixin Fan, Timo Pylvänäinen:
Adaptive Sample Consensus for Efficient Random Optimization. ISVC (2) 2009: 252-263 - [c12]Lixin Fan, Timo Pylvänäinen:
Efficient Random Sampling for Nonrigid Feature Matching. ISVC (1) 2009: 457-467 - [c11]Timo Pylvänäinen, Lixin Fan, Vincent Lepetit:
Revisiting the PnP Problem with a GPS. ISVC (1) 2009: 819-830 - 2008
- [c10]Lixin Fan, Timo Pylvänäinen:
Robust Scale Estimation from Ensemble Inlier Sets for Random Sample Consensus Methods. ECCV (3) 2008: 182-195 - 2007
- [c9]Timo Pylvänäinen, Lixin Fan:
Hill Climbing Algorithm for Random Sample Consensus Methods. ISVC (1) 2007: 672-681 - 2004
- [c8]Lixin Fan:
Intra-class variation, affine transformation and background clutter: towards robust image matching. ICIG 2004: 22-26 - 2003
- [c7]Lixin Fan, Liying Fan, Chew Lim Tan:
Wavelet Diffusion for Document Image Denoising. ICDAR 2003: 1188-1192 - [c6]Lixin Fan, Liying Fan, Chew Lim Tan:
A diffusion process for wavelet-transform-based image denoising and its application to document image binarization. ICIP (3) 2003: 353-356 - 2002
- [c5]Lixin Fan, Liying Fan, Chew Lim Tan:
Adaptive image restoration using structure tensors. ICIP (1) 2002: 345-348 - 2001
- [c4]Liying Fan, Lixin Fan, Chew Lim Tan:
Binarizing Document Image Using Coplanar Prefilter. ICDAR 2001: 34-38 - [c3]Liying Fan, Chew Lim Tan, Lixin Fan:
Edge-preserving prefiltering for document image binarization. ICIP (1) 2001: 1070-1073 - 2000
- [c2]Lixin Fan, Kah Kay Sung:
A Combined Feature-Texture Similarity Measure for Face Alignment under. CVPR 2000: 1308- - [c1]Lixin Fan, Kah Kay Sung:
Model-based varying pose face detection and facial feature registration in video images. ACM Multimedia 2000: 295-302
Parts in Books or Collections
- 2020
- [p1]Lixin Fan, Kam Woh Ng, Ce Ju, Tianyu Zhang, Chang Liu, Chee Seng Chan, Qiang Yang:
Rethinking Privacy Preserving Deep Learning: How to Evaluate and Thwart Privacy Attacks. Federated Learning 2020: 32-50
Editorship
- 2023
- [e2]Randy Goebel
, Han Yu
, Boi Faltings, Lixin Fan, Zehui Xiong:
Trustworthy Federated Learning - First International Workshop, FL 2022, Held in Conjunction with IJCAI 2022, Vienna, Austria, July 23, 2022, Revised Selected Papers. Lecture Notes in Computer Science 13448, Springer 2023, ISBN 978-3-031-28995-8 [contents] - 2020
- [e1]Qiang Yang, Lixin Fan, Han Yu
:
Federated Learning - Privacy and Incentive. Lecture Notes in Computer Science 12500, Springer 2020, ISBN 978-3-030-63075-1 [contents]
Informal and Other Publications
- 2024
- [i61]Qing Shuai, Zhiyuan Yu, Zhize Zhou, Lixin Fan, Haijun Yang, Can Yang, Xiaowei Zhou:
Reconstructing Close Human Interactions from Multiple Views. CoRR abs/2401.16173 (2024) - [i60]Gongxi Zhu, Donghao Li, Hanlin Gu, Yuxing Han, Yuan Yao, Lixin Fan, Qiang Yang:
Evaluating Membership Inference Attacks and Defenses in Federated Learning. CoRR abs/2402.06289 (2024) - [i59]Qi Hu, Weifeng Jiang, Haoran Li, Zihao Wang, Jiaxin Bai, Qianren Mao, Yangqiu Song, Lixin Fan, Jianxin Li:
FedCQA: Answering Complex Queries on Multi-Source Knowledge Graphs via Federated Learning. CoRR abs/2402.14609 (2024) - [i58]Yan Kang, Ziyao Ren, Lixin Fan, Linghua Yang, Yongxin Tong, Qiang Yang:
Hyperparameter Optimization for SecureBoost via Constrained Multi-Objective Federated Learning. CoRR abs/2404.04490 (2024) - [i57]Yuanqin He, Yan Kang, Lixin Fan, Qiang Yang:
FedEval-LLM: Federated Evaluation of Large Language Models on Downstream Tasks with Collective Wisdom. CoRR abs/2404.12273 (2024) - [i56]Yue Cui, Chung-ju Huang, Yuzhu Zhang, Leye Wang, Lixin Fan, Xiaofang Zhou, Qiang Yang:
A Survey on Contribution Evaluation in Vertical Federated Learning. CoRR abs/2405.02364 (2024) - [i55]Haoran Li, Xinyuan Zhao, Dadi Guo, Hanlin Gu, Ziqian Zeng, Yuxing Han, Yangqiu Song, Lixin Fan, Qiang Yang:
Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data. CoRR abs/2405.14212 (2024) - [i54]Hanlin Gu, Gongxi Zhu, Jie Zhang, Xinyuan Zhao, Yuxing Han, Lixin Fan, Qiang Yang:
Unlearning during Learning: An Efficient Federated Machine Unlearning Method. CoRR abs/2405.15474 (2024) - [i53]Hanlin Gu, WinKent Ong, Chee Seng Chan, Lixin Fan:
Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity. CoRR abs/2405.17462 (2024) - [i52]Xiaojin Zhang, Yulin Fei, Yan Kang, Wei Chen, Lixin Fan, Hai Jin, Qiang Yang:
No Free Lunch Theorem for Privacy-Preserving LLM Inference. CoRR abs/2405.20681 (2024) - [i51]Hanlin Gu, Jiahuan Luo, Yan Kang, Yuan Yao, Gongxi Zhu, Bowen Li, Lixin Fan, Qiang Yang:
FedAdOb: Privacy-Preserving Federated Deep Learning with Adaptive Obfuscation. CoRR abs/2406.01085 (2024) - [i50]Tao Fan, Guoqiang Ma, Yan Kang, Hanlin Gu, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang:
FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models. CoRR abs/2406.02224 (2024) - [i49]Tao Fan, Yan Kang, Weijing Chen, Hanlin Gu, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang:
PDSS: A Privacy-Preserving Framework for Step-by-Step Distillation of Large Language Models. CoRR abs/2406.12403 (2024) - 2023
- [i48]Hanlin Gu, Jiahuan Luo, Yan Kang, Lixin Fan, Qiang Yang:
FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation. CoRR abs/2301.12623 (2023) - [i47]Xiaojin Zhang, Anbu Huang, Lixin Fan, Kai Chen, Qiang Yang:
Probably Approximately Correct Federated Learning. CoRR abs/2304.04641 (2023) - [i46]Xiaojin Zhang, Lixin Fan, Siwei Wang, Wenjie Li, Kai Chen, Qiang Yang:
A Game-theoretic Framework for Federated Learning. CoRR abs/2304.05836 (2023) - [i45]Yan Kang, Hanlin Gu, Xingxing Tang, Yuanqin He, Yuzhu Zhang, Jinnan He, Yuxing Han, Lixin Fan, Kai Chen, Qiang Yang:
Optimizing Privacy, Utility and Efficiency in Constrained Multi-Objective Federated Learning. CoRR abs/2305.00312 (2023) - [i44]Wenyuan Yang, Yuguo Yin, Gongxi Zhu, Hanlin Gu, Lixin Fan, Xiaochun Cao, Qiang Yang:
FedZKP: Federated Model Ownership Verification with Zero-knowledge Proof. CoRR abs/2305.04507 (2023) - [i43]Wenyuan Yang, Gongxi Zhu, Yuguo Yin, Hanlin Gu, Lixin Fan, Qiang Yang, Xiaochun Cao:
FedSOV: Federated Model Secure Ownership Verification with Unforgeable Signature. CoRR abs/2305.06085 (2023) - [i42]Xiaojin Zhang, Yan Kang, Lixin Fan, Kai Chen, Qiang Yang:
A Meta-learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning. CoRR abs/2305.18400 (2023) - [i41]Bowen Li, Hanlin Gu, Ruoxin Chen, Jie Li, Chentao Wu, Na Ruan, Xueming Si, Lixin Fan:
Temporal Gradient Inversion Attacks with Robust Optimization. CoRR abs/2306.07883 (2023) - [i40]Ziyao Ren, Yan Kang, Lixin Fan, Linghua Yang, Tao Fan, Yongxin Tong
, Qiang Yang:
SecureBoost Hyperparameter Tuning via Multi-Objective Federated Learning. CoRR abs/2307.10579 (2023) - [i39]Tao Fan, Yan Kang, Guoqiang Ma, Weijing Chen, Wenbin Wei, Lixin Fan, Qiang Yang:
FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models. CoRR abs/2310.10049 (2023) - [i38]Yuanfeng Song, Yuanqin He, Xuefang Zhao, Hanlin Gu, Di Jiang, Haijun Yang, Lixin Fan, Qiang Yang:
A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models. CoRR abs/2310.18358 (2023) - [i37]Yan Kang, Tao Fan, Hanlin Gu, Lixin Fan, Qiang Yang:
Grounding Foundation Models through Federated Transfer Learning: A General Framework. CoRR abs/2311.17431 (2023) - [i36]Hanlin Gu, Xinyuan Zhao, Yuxing Han, Yan Kang, Lixin Fan, Qiang Yang:
A Theoretical Analysis of Efficiency Constrained Utility-Privacy Bi-Objective Optimization in Federated Learning. CoRR abs/2312.16554 (2023) - 2022
- [i35]Xiaojin Zhang, Hanlin Gu, Lixin Fan, Kai Chen, Qiang Yang:
No Free Lunch Theorem for Security and Utility in Federated Learning. CoRR abs/2203.05816 (2022) - [i34]Haoran Li, Yangqiu Song, Lixin Fan:
You Don't Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers' Private Personas. CoRR abs/2205.10228 (2022) - [i33]Nannan Wu, Ning Zhang, Wenjun Wang, Lixin Fan, Qiang Yang:
FadMan: Federated Anomaly Detection across Multiple Attributed Networks. CoRR abs/2205.14196 (2022) - [i32]Yichi Zhang, Chao Zhang, Cai Zhang, Lixin Fan, Bei Zeng, Qiang Yang:
Federated Learning with Quantum Secure Aggregation. CoRR abs/2207.07444 (2022) - [i31]Dongqi Cai, Tao Fan, Yan Kang, Lixin Fan, Mengwei Xu, Shangguang Wang, Qiang Yang:
Accelerating Vertical Federated Learning. CoRR abs/2207.11456 (2022) - [i30]Yuanqin He, Yan Kang, Jiahuan Luo, Lixin Fan, Qiang Yang:
A Hybrid Self-Supervised Learning Framework for Vertical Federated Learning. CoRR abs/2208.08934 (2022) - [i29]Xiaojin Zhang, Yan Kang, Kai Chen, Lixin Fan, Qiang Yang:
Trading Off Privacy, Utility and Efficiency in Federated Learning. CoRR abs/2209.00230 (2022) - [i28]Yan Kang, Jiahuan Luo, Yuanqin He, Xiaojin Zhang, Lixin Fan, Qiang Yang:
A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning. CoRR abs/2209.03885 (2022) - [i27]Shuo Shao, Wenyuan Yang, Hanlin Gu, Jian Lou, Zhan Qin, Lixin Fan, Qiang Yang, Kui Ren:
FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model. CoRR abs/2211.07160 (2022) - [i26]Hanlin Gu, Lixin Fan, Xingxing Tang, Qiang Yang:
FedCut: A Spectral Analysis Framework for Reliable Detection of Byzantine Colluders. CoRR abs/2211.13389 (2022) - 2021
- [i25]Ding Sheng Ong, Chee Seng Chan, Kam Woh Ng, Lixin Fan, Qiang Yang:
Protecting Intellectual Property of Generative Adversarial Networks from Ambiguity Attack. CoRR abs/2102.04362 (2021) - [i24]Chang Liu, Lixin Fan, Kam Woh Ng, Yilun Jin, Ce Ju, Tianyu Zhang, Chee Seng Chan, Qiang Yang:
Ternary Hashing. CoRR abs/2103.09173 (2021) - [i23]Chun Chet Ng, Akmalul Khairi Bin Nazaruddin, Yeong Khang Lee, Xinyu Wang, Yuliang Liu, Chee Seng Chan, Lianwen Jin, Yipeng Sun, Lixin Fan:
ICDAR 2021 Competition on Integrated Circuit Text Spotting and Aesthetic Assessment. CoRR abs/2107.05279 (2021) - [i22]Quanshi Zhang, Tian Han, Lixin Fan, Zhanxing Zhu, Hang Su, Ying Nian Wu, Jie Ren, Hao Zhang:
Proceedings of ICML 2021 Workshop on Theoretic Foundation, Criticism, and Application Trend of Explainable AI. CoRR abs/2107.08821 (2021) - [i21]Hanlin Gu, Lixin Fan, Bowen Li, Yan Kang, Yuan Yao, Qiang Yang:
Federated Deep Learning with Bayesian Privacy. CoRR abs/2109.13012 (2021) - [i20]Lixin Fan, Bowen Li, Hanlin Gu, Jie Li, Qiang Yang:
FedIPR: Ownership Verification for Federated Deep Neural Network Models. CoRR abs/2109.13236 (2021) - 2020
- [i19]Lixin Fan, Kam Woh Ng, Ce Ju, Tianyu Zhang, Chang Liu, Chee Seng Chan, Qiang Yang:
Rethinking Privacy Preserving Deep Learning: How to Evaluate and Thwart Privacy Attacks. CoRR abs/2006.11601 (2020) - [i18]Jian Han Lim, Chee Seng Chan, Kam Woh Ng, Lixin Fan, Qiang Yang:
Protect, Show, Attend and Tell: Image Captioning Model with Ownership Protection. CoRR abs/2008.11009 (2020) - [i17]Yilun Jin, Lixin Fan, Kam Woh Ng, Ce Ju, Qiang Yang:
Rethinking Uncertainty in Deep Learning: Whether and How it Improves Robustness. CoRR abs/2011.13538 (2020) - 2019
- [i16]Kam Woh Ng, Lixin Fan, Chee Seng Chan:
A Universal Logic Operator for Interpretable Deep Convolution Networks. CoRR abs/1901.08551 (2019) - [i15]Quanshi Zhang, Lixin Fan, Bolei Zhou:
Proceedings of AAAI 2019 Workshop on Network Interpretability for Deep Learning. CoRR abs/1901.08813 (2019) - [i14]Xiaoshui Huang, Lixin Fan, Qiang Wu, Jian Zhang, Chun Yuan:
Fast Registration for cross-source point clouds by using weak regional affinity and pixel-wise refinement. CoRR abs/1903.04630 (2019) - [i13]Lixin Fan, Kam Woh Ng, Chee Seng Chan:
Digital Passport: A Novel Technological Strategy for Intellectual Property Protection of Convolutional Neural Networks. CoRR abs/1905.04368 (2019) - [i12]Tinghuai Wang, Lixin Fan, Huiling Wang:
Simultaneously Learning Architectures and Features of Deep Neural Networks. CoRR abs/1906.04505 (2019) - [i11]Lixin Fan, Kam Woh Ng, Chee Seng Chan:
Rethinking Deep Neural Network Ownership Verification: Embedding Passports to Defeat Ambiguity Attacks. CoRR abs/1909.07830 (2019) - [i10]Yuanfeng Song, Di Jiang, Xuefang Zhao, Qian Xu, Raymond Chi-Wing Wong, Lixin Fan, Qiang Yang:
L2RS: A Learning-to-Rescore Mechanism for Automatic Speech Recognition. CoRR abs/1910.11496 (2019) - 2018
- [i9]Çaglar Aytekin, Francesco Cricri, Lixin Fan, Emre Aksu:
A Theoretical Investigation of Graph Degree as an Unsupervised Normality Measure. CoRR abs/1801.07889 (2018) - [i8]Ugur Kart, Joni-Kristian Kämäräinen, Jiri Matas, Lixin Fan, Francesco Cricri:
Depth Masked Discriminative Correlation Filter. CoRR abs/1802.09227 (2018) - [i7]Wenyan Yang, Yanlin Qian, Francesco Cricri, Lixin Fan, Joni-Kristian Kamarainen:
Object Detection in Equirectangular Panorama. CoRR abs/1805.08009 (2018) - 2017
- [i6]Xuefeng Liang, Lixin Fan, Yuen Peng Loh, Yang Liu, Song Tong:
Happy Travelers Take Big Pictures: A Psychological Study with Machine Learning and Big Data. CoRR abs/1709.07584 (2017) - [i5]Lixin Fan:
Revisit Fuzzy Neural Network: Demystifying Batch Normalization and ReLU with Generalized Hamming Network. CoRR abs/1710.10328 (2017) - [i4]Lixin Fan:
Deep Epitome for Unravelling Generalized Hamming Network: A Fuzzy Logic Interpretation of Deep Learning. CoRR abs/1711.05397 (2017) - [i3]Çaglar Aytekin, Xingyang Ni, Francesco Cricri, Lixin Fan, Emre Aksu:
Memory-Efficient Deep Salient Object Segmentation Networks on Gridized Superpixels. CoRR abs/1712.09558 (2017) - 2016
- [i2]Xiaoshui Huang, Jian Zhang, Lixin Fan, Qiang Wu, Chun Yuan:
A Systematic Approach for Cross-source Point Cloud Registration by Preserving Macro and Micro Structures. CoRR abs/1608.05143 (2016) - [i1]Xiaoshui Huang, Jian Zhang, Qiang Wu, Lixin Fan, Chun Yuan:
A coarse-to-fine algorithm for registration in 3D street-view cross-source point clouds. CoRR abs/1610.07324 (2016)
Coauthor Index
aka: Joni-Kristian Kamarainen
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