FedNLR: Federated Learning with Neuron-wise Learning Rates
Haozhao Wang, Peirong Zheng, Xingshuo Han, Wenchao Xu, Ruixuan Li, Tianwei Zhang
KDD 2024 论文列表
ACM SIGKDD Conference on Knowledge Discovery and Data Mining
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FedGTP: Exploiting Inter-Client Spatial Dependency in Federated Graph-based Traffic Prediction
Linghua Yang, Wantong Chen, Xiaoxi He, Shuyue Wei, Yi Xu, Zimu Zhou, Yongxin Tong
FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model
Feijie Wu, Zitao Li, Yaliang Li, Bolin Ding, Jing Gao
FaultInsight: Interpreting Hyperscale Data Center Host Faults
Tingzhu Bi, Zhang Yang, Yicheng Pan, Yu Zhang, Meng Ma, Xinrui Jiang, Linlin Han, Feng Wang, Liu Xian, Ping Wang
Fast and Accurate Domain Adaptation for Irregular Tensor Decomposition
Junghun Kim, Ka Hyun Park, Jun-Gi Jang, U Kang
Fast Unsupervised Deep Outlier Model Selection with Hypernetworks
Xueying Ding, Yue Zhao, Leman Akoglu
Fast Query of Biharmonic Distance in Networks
Changan Liu, Ahad N. Zehmakan, Zhongzhi Zhang
Fast Multidimensional Partial Fourier Transform with Automatic Hyperparameter Selection
Yong-chan Park, Jongjin Kim, U Kang
Fast Computation of Kemeny’s Constant for Directed Graphs
Haisong Xia, Zhongzhi Zhang
Fast Computation for the Forest Matrix of an Evolving Graph
Haoxin Sun, Xiaotian Zhou, Zhongzhi Zhang
False Positives in A/B Tests
Ron Kohavi, Nanyu Chen
Fake News in Sheep’s Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks
Jiaying Wu, Jiafeng Guo, Bryan Hooi
Fairness in Streaming Submodular Maximization Subject to a Knapsack Constraint
Shuang Cui, Kai Han, Shaojie Tang, Feng Li, Jun Luo
FairMatch: Promoting Partial Label Learning by Unlabeled Samples
Yuheng Jia, Jiahao Jiang, Hui Liu, Junhui Hou
Fair Column Subset Selection
Antonis Matakos, Bruno Ordozgoiti, Suhas Thejaswi
Face4Rag: Factual Consistency Evaluation for Retrieval Augmented Generation in Chinese
Yunqi Xu, Tianchi Cai, Jiyan Jiang, Xierui Song
FUGNN: Harmonizing Fairness and Utility in Graph Neural Networks
Renqiang Luo, Huafei Huang, Shuo Yu, Zhuoyang Han, Estrid He, Xiuzhen Zhang, Feng Xia
FRNet: Frequency-based Rotation Network for Long-term Time Series Forecasting
Zhang Xinyu, Shanshan Feng, Jianghong Ma, Huiwei Lin, Xutao Li, Yunming Ye, Li Fan, Yew Soon Ong
FNSPID: A Comprehensive Financial News Dataset in Time Series
Zihan Dong, Xinyu Fan, Zhiyuan Peng
FLea: Addressing Data Scarcity and Label Skew in Federated Learning via Privacy-preserving Feature Augmentation
Tong Xia, Abhirup Ghosh, Xinchi Qiu, Cecilia Mascolo