Disrupting Vision-Language Model-Driven Navigation Services via Adversarial Object Fusion
Authors: Chunlong Xie, Jialing He, Shangwei Guo, Jiacheng Wang, Shudong Zhang, Tianwei Zhang, Tao Xiang | Published: 2025-05-29
Optimization Methods
Don’t Forget What I did?: Assessing Client Contributions in Federated Learning
Authors: Bishwamittra Ghosh, Debabrota Basu, Fu Huazhu, Wang Yuan, Renuga Kanagavelu, Jiang Jin Peng, Liu Yong, Goh Siow Mong Rick, Wei Qingsong | Published: 2024-03-11
Dynamic Incremental Optimization for Best Subset Selection
Authors: Shaogang Ren, Xiaoning Qian | Published: 2024-02-04 | Updated: 2024-12-30
Zeroth-Order primal-dual Alternating Projection Gradient Algorithms for Nonconvex Minimax Problems with Coupled linear Constraints
Authors: Huiling Zhang, Zi Xu, Yuhong Dai | Published: 2024-01-26
Sparse and Transferable Universal Singular Vectors Attack
Authors: Kseniia Kuvshinova, Olga Tsymboi, Ivan Oseledets | Published: 2024-01-25
Optimized Ensemble Model Towards Secured Industrial IoT Devices
Authors: MohammadNoor Injadat | Published: 2024-01-10
Optimizing watermarks for large language models
Authors: Bram Wouters | Published: 2023-12-28
DPSUR: Accelerating Differentially Private Stochastic Gradient Descent Using Selective Update and Release
Authors: Jie Fu, Qingqing Ye, Haibo Hu, Zhili Chen, Lulu Wang, Kuncan Wang, Xun Ran | Published: 2023-11-23 | Updated: 2023-11-29
CompactTag: Minimizing Computation Overheads in Actively-Secure MPC for Deep Neural Networks
Authors: Yongqin Wang, Pratik Sarkar, Nishat Koti, Arpita Patra, Murali Annavaram | Published: 2023-11-08
Towards the Theory of Unsupervised Federated Learning: Non-asymptotic Analysis of Federated EM Algorithms
Authors: Ye Tian, Haolei Weng, Yang Feng | Published: 2023-10-23 | Updated: 2024-06-14