Papers
FedP²EFT: Federated Learning to Personalize PEFT for Multilingual LLMs
Royson Lee, Minyoung Kim, Fady Rezk et al.
FedPKDA: Personalized Federated Learning with Privacy-Preserving Knowledge Dynamic Alignment
Moxuan Zeng, Wenxuan Tu, Yuanyi Chen et al.
FedPM: Federated Learning Using Second-order Optimization with Preconditioned Mixing of Local Parameters
Hiro Ishii, Kenta Niwa, Hiroshi Sawada et al.
FedRNC: Addressing Spatio-Temporal Label Misalignment in Federated Noisy Class-Incremental Learning
Xingwei Huang, Zhaobin Sun, Junjie Shi et al.
FedSDA: Federated Stain Distribution Alignment for Non-IID Histopathological Image Classification
Cheng-Chang Tsai, Kai-Wen Cheng, Chun-Shien Lu
FedSDWC: Federated Synergistic Dual-Representation Weak Causal Learning for OOD
Zhenyuan Huang, Hui Zhang, Wenzhong Tang et al.
FedSEA-LLaMA: A Secure, Efficient and Adaptive Federated Splitting Framework for Large Language Models
Zishuai Zhang, Hainan Zhang, Weihua Li et al.
FedShard: Federated Unlearning with Efficiency Fairness and Performance Fairness
Siyuan Wen, Meng Zhang, Yang Yang et al.
FedSkeleton: Secure Multi-Party Graph Skeleton Construction for Privacy-Preserving Federated Time-Series Forecasting
Henggang Deng, Yuchao Tang, Wenjie Fu et al.
FedTopo: Topology-Informed Representation Alignment in Federated Learning Under Non-I.I.D. Conditions
Ke Hu, Liyao Xiang, Peng Tang et al.
FeTS: A Feature-Aware Framework for Time Series Forecasting
Le Wang, Jianyong Chen, Songbai Liu
Few-Shot Precise Event Spotting via Unified Multi-Entity Graph and Distillation
Zhaoyu Liu, Kan Jiang, Murong Ma et al.
Few-step Flow for 3D Generation via Marginal-Data Transport Distillation
Zanwei Zhou, Taoran Yi, Jiemin Fang et al.
FGD-Align: Pluralistic Alignment for Large Language Models via Fuzzy Group Decision-Making
Weihang Pan, Zhengxu Yu, Yong Wu et al.
FGM-HD: Boosting Generation Diversity of Fractal Generative Models through Hausdorff Dimension Induction
Haowei Zhang, Yuanpei Zhao, Ji-Zhe Zhou et al.
FGNet: Leveraging Feature-Guided Attention to Refine SAM2 for 3D EM Neuron Segmentation
Zhenghua Li, Hang Chen, Zihao Sun et al.
FIA-Edit: Frequency-Interactive Attention for Efficient and High-Fidelity Inversion-Free Text-Guided Image Editing
Kaixiang Yang, Boyang Shen, Xin Li et al.
Fidelity-Aware Recommendation Explanations via Stochastic Path Integration
Oren Barkan, Yahlly Schein, Yehonatan Elisha et al.
FilmSceneDesigner: Chaining Set Design for Procedural Film Scene Generation
Zhifeng Xie, Keyi Zhang, Yiye Yan et al.
FilmWeaver: Weaving Consistent Multi-Shot Videos with Cache-Guided Autoregressive Diffusion
Xiangyang Luo, Qingyu Li, Xiaokun Liu et al.
FILTER: A Framework for Defending Against Backdoor Attacks in Vertical Federated Learning
Zhanyi Hu, Cen Chen, Yanhao Wang
Filter, Correlate, Compress: Training-Free Token Reduction for MLLM Acceleration
Yuhang Han, Xuyang Liu, Zihan Zhang et al.
FIND: A Simple Yet Effective Baseline for Diffusion-Generated Image Detection
Jie Li, Yingying Feng, Chi Xie et al.
Finding Diverse Solutions Parameterized by Cliquewidth
Karolina Drabik, Tomáš Masařík
Finding One Local Optimum Is Easy—but What About Two?
Yasuaki Kobayashi, Kazuhiro Kurita, Yutaro Yamaguchi