Papers
Feature Attribution for Human Sensing with Radio Signals
Shuokang Huang, Julie McCann
Feature-Aware One-Shot Federated Learning via Hierarchical Token Sequences
Shudong Liu, Hanwen Zhang, Xiuling Wang et al.
Feature-Centric Unsupervised Node Representation Learning Without Homophily Assumption
Sunwoo Kim, Soo Yong Lee, Kyungho Kim et al.
Feature Compression May Be the Root Cause of Adversarial Fragility in Neural Network Classifiers (Student Abstract)
Jingchao Gao, Ziqing Lu, Raghu Mudumbai et al.
Feature Hallucination for Self-supervised Action Recognition (Abstract Reprint)
Lei Wang, Piotr Koniusz
FedAdamW: A Communication-Efficient Optimizer with Convergence and Generalization Guarantees for Federated Large Models
Junkang Liu, Fanhua Shang, Hongying Liu et al.
FedALT: Federated Fine-Tuning Through Adaptive Local Training with Rest-of-World LoRA
Jieming Bian, Lei Wang, Letian Zhang et al.
FedARKS: Federated Aggregation via Robust and Discriminative Knowledge Selection and Integration for Person Re-identification
Xin Xu, Binchang Ma, Zhixi Yu et al.
FedAU2: Attribute Unlearning for User-Level Federated Recommender Systems with Adaptive and Robust Adversarial Training
Yuyuan Li, Junjie Fang, Fengyuan Yu et al.
FedBRICK: Structural Bias Aware Heterogeneous Foundation Model Federated Tuning
Yuhang Zhang, Xianda Wang, Wei Sun et al.
FedCD: Towards Consolidated Distillation for Heterogeneous Federated Learning
Yichen Li, Hang Su, Huifa Li et al.
FedCure: Mitigating Participation Bias in Semi-Asynchronous Federated Learning with Non-IID Data
Yue Chen, Jianfeng Lu, Shuqin Cao et al.
FedDNA: DNA Sequence Reconstruction via Deep Evidential Learning and Personalized Federated Aggregation
Haiyan Lin, Qi Shen, Fei Zhu et al.
Federated CLIP for Resource-Efficient Heterogeneous Medical Image Classification
Yihang Wu, Ahmad Chaddad
Federated Context-Aware Personalized Recommendation
Zhihao Wang, Xiaoying Liao, Wenke Huang et al.
Federated Cross-Modal Style-Aware Prompt Generation (Student Abstract)
Suraj Prasad, Navyansh Mahla, Sunny Gupta et al.
Federated Graph-level Clustering Network with Attribute Inference
Renda Han, Junlong Wu, Wenxuan Tu et al.
Federated Incomplete Multi-View Clustering with Tensorized Low-Rank Constraint
Wei Feng, Danting Liu, Qianqian Wang et al.
Federated Learning Playground
Bryan Shan Guanrong, Alysa Ziying Tan, Han Yu
Federated Linear Dueling Bandits
Xuhan Huang, Yan Hu, Zhiyan Li et al.
Federated Vision-Language-Recommendation with Personalized Fusion
Zhiwei Li, Guodong Long, Jing Jiang et al.
FedGRPO: Privately Optimizing Foundation Models with Group-Relative Rewards from Domain Clients
Gongxi Zhu, Hanlin Gu, Lixin Fan et al.
FedLAGC: Towards High Performance System-Heterogeneous Federated Learning via Layer-Adaptive Submodel Extraction and Gradient Correction
Qing Hu, Tianchi Liao, Shuyi Wu et al.
FedMerge: Federated Model Merging for Personalization
Shutong Chen, Tianyi Zhou, Guodong Long et al.