会议文集


会议名2025 SIAM International Conference on Data Mining (SDM'25)
中译名《2025年SIAM国际数据挖掘会议》
机构Society for Industrial and Applied Mathematics (SIAM)
会议日期1-3 May 2025
会议地点Alexandra, Virginia, USA
出版年2025
馆藏号357278


题名作者出版年
Automated Learning of Semantic Embedding Representations for Diffusion ModelsLimai Jiang; Yunpeng Cai2025
Task Aware Modulation using Representation Learning: An Approach for Few Shot Learning in Environmental SystemsArvind Renganathan; Rahul Ghosh; Ankush Khandelwal; Vipin Kumar2025
OpenFE++: Efficient Automated Feature Generation via Feature InteractionLei Wang; Yu Shi; Yifei Jin; Jian Li2025
Acceleration in Low-Rank Tensor CompletionYifan Kang; Mengyuan Zhang; Kai Liu2025
Convergence-Guaranteed Elastic Net Graphical Model Estimation with Applications to Anomaly LocalizationDzung T. Phan; Matt Menickelly; Tsuyoshi Ide; Jayant Kalagnanam2025
Anomaly Detection via Graph Contrastive LearningEmre Sefer2025
Federated Koopman-Reservoir Learning for Large-Scale Multivariate Time-Series Anomaly DetectionLong Tan Le; Tung-Anh Nguyen; Han Shu; Suranga Seneviratne; Choong Seon Hong; Nguyen H. Tran2025
Trajectory Anomaly Detection with By-Design Complementary DetectorsShurui Cao; Leman Akoglu2025
Learning Confident Classifiers in the Presence of Label NoiseAsma Ahmed Hashmi; Aigerim Zhumabayeva; Nikita Kotelevskii; Artem Agafonov; Mohammad Yaqub; Maxim Panov; Martin Takac2025
TADAM: Learning Timed Automata from Noisy ObservationsLenaig Cornanguer; Pierre-Francois Gimenez2025
l_1,∞)-Mixed Norm Promoted Row Sparsity for Fast Online CUR Decomposition Learning in Varying Feature SpacesZhong Chen; Yi He; Di Wu; Wenbin Zhang; Zhiqiang Deng2025
Label Shift Estimation With Incremental Prior UpdateYunrui Zhang; Gustavo Batista; Salil S. Kanhere2025
Constraint-Focused Training for Multistate Survival Analysis with Neural NetworksRyosuke Takayama; Masanao Natsumeda2025
Defense Against Shortest Path AttacksBenjamin A. Miller; Zohair Shafi; Wheeler Ruml; Yevgeniy Vorobeychik; Tina Eliassi-Rad; Scott Alfeld2025
Conformal Edge-Weight Prediction in Latent SpaceAkash Choudhuri; Yongjian Zhong; Mehrdad Moharrami; Christine Klymko; Mark Heimann; Jayaraman J. Thiagarajan; Bijaya Adhikari2025
Efficient Sampling of Temporal Networks with Preserved Causality StructureFelix I. Stamm; Mehdi Naima; Michael T. Schaub2025
StarRec: A Hypergraph-based Framework with Star-Expansion for Multi-Behavior RecommendationWenhan Zhang; Zijian Song; Yihuan Wu; Lifang Deng; Jiandong Zhang; Kaigui Bian; Bin Cui2025
A Look Into News Avoidance Through AWRS: An Avoidance-Aware Recommender SystemIgor L. R. Azevedo; Toyotaro Suzumura; Yuichiro Yasui2025
Beyond Models! Explainable Data Valuation and Metric Adaption for RecommendationRenqi Jia; Xiaokun Zhang; Bowei He; Qiannan Zhu; Weitao Xu; Jiehao Chen; Chen Ma2025
CDSRNP: Cross-Domain Sequential Recommendation via Neural ProcessHaipeng Li; Jiangxia Cao; Yiwen Gao; Yunhuai Liu; Shuchao Pang2025
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