Fan, Lixin

26 publications

CVPR 2025 FedMIA: An Effective Membership Inference Attack Exploiting "All for One" Principle in Federated Learning Gongxi Zhu, Donghao Li, Hanlin Gu, Yuan Yao, Lixin Fan, Yuxing Han

CVPR 2025 Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor Hao Yu, Xin Yang, Le Zhang, Hanlin Gu, Tianrui Li, Lixin Fan, Qiang Yang

TMLR 2025 Learning Federated Neural Graph Databases for Answering Complex Queries from Distributed Knowledge Graphs Qi Hu, Weifeng Jiang, Haoran Li, Zihao Wang, Jiaxin Bai, Qianren Mao, Yangqiu Song, Lixin Fan, Jianxin Li

NeurIPS 2025 Order-Level Attention Similarity Across Language Models: A Latent Commonality Jinglin Liang, Jin Zhong, Shuangping Huang, Yunqing Hu, Huiyuan Zhang, Huifang Li, Lixin Fan, Hanlin Gu

AAAI 2024 Complementary Knowledge Distillation for Robust and Privacy-Preserving Model Serving in Vertical Federated Learning Dashan Gao, Sheng Wan, Lixin Fan, Xin Yao, Qiang Yang

ECCV 2024 Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning Jinglin Liang, Jin Zhong, Hanlin Gu, Zhongqi Lu, Xingxing Tang, Gang Dai, Shuangping Huang, Lixin Fan, Qiang Yang

NeurIPS 2024 Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity Hanlin Gu, Win Kent Ong, Chee Seng Chan, Lixin Fan

ECML-PKDD 2024 Label Privacy Source Coding in Vertical Federated Learning Dashan Gao, Sheng Wan, Hanlin Gu, Lixin Fan, Xin Yao, Qiang Yang

IJCAI 2024 Unlearning During Learning: An Efficient Federated Machine Unlearning Method Hanlin Gu, Gongxi Zhu, Jie Zhang, Xinyuan Zhao, Yuxing Han, Lixin Fan, Qiang Yang

IJCAI 2023 FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation Hanlin Gu, Jiahuan Luo, Yan Kang, Lixin Fan, Qiang Yang

IJCAI 2022 FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning Yuezhou Wu, Yan Kang, Jiahuan Luo, Yuanqin He, Lixin Fan, Rong Pan, Qiang Yang

AAAI 2021 A Health-Friendly Speaker Verification System Supporting Mask Wearing Chaotao Chen, Di Jiang, Jinhua Peng, Rongzhong Lian, Chen Jason Zhang, Qian Xu, Lixin Fan, Qiang Yang

CVPR 2021 Protecting Intellectual Property of Generative Adversarial Networks from Ambiguity Attacks Ding Sheng Ong, Chee Seng Chan, Kam Woh Ng, Lixin Fan, Qiang Yang

IJCAI 2020 Deep Polarized Network for Supervised Learning of Accurate Binary Hashing Codes Lixin Fan, Kam Woh Ng, Ce Ju, Tianyu Zhang, Chee Seng Chan

NeurIPS 2019 Rethinking Deep Neural Network Ownership Verification: Embedding Passports to Defeat Ambiguity Attacks Lixin Fan, Kam Woh Ng, Chee Seng Chan

NeurIPS 2017 Revisit Fuzzy Neural Network: Demystifying Batch Normalization and ReLU with Generalized Hamming Network Lixin Fan

ICML 2016 Accurate Robust and Efficient Error Estimation for Decision Trees Lixin Fan

CVPRW 2016 Comprehensive Automated 3D Urban Environment Modelling Using Terrestrial Laser Scanning Point Cloud Pouria Babahajiani, Lixin Fan, Joni-Kristian Kamarainen, Moncef Gabbouj

ECCV 2016 Global Scale Integral Volumes Sounak Bhattacharya, Lixin Fan, Pouria Babahajiani, Moncef Gabbouj

ECCVW 2016 Global Scale Integral Volumes Sounak Bhattacharya, Lixin Fan, Pouria Babahajiani, Moncef Gabbouj

CVPRW 2016 Real Time Complete Dense Depth Reconstruction for a Monocular Camera Xiaoshui Huang, Lixin Fan, Jian Zhang, Qiang Wu, Chun Yuan

ICCVW 2013 Semantic Parsing of Street Scene Images Using 3D LiDAR Point Cloud Pouria Babahajiani, Lixin Fan, Moncef Gabbouj

ICCV 2013 Supervised Binary Hash Code Learning with Jensen Shannon Divergence Lixin Fan

CVPRW 2012 Head-Tracking Virtual 3-D Display for Mobile Devices Miguel Bordallo López, Jari Hannuksela, Olli Silvén, Lixin Fan

ECCV 2008 Robust Scale Estimation from Ensemble Inlier Sets for Random Sample Consensus Methods Lixin Fan, Timo Pylvänäinen

CVPR 2000 A Combined Feature-Texture Similarity Measure for Face Alignment Under Lixin Fan, Kah Kay Sung