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• Online Learning from Data Streams with Varying Feature Spaces

  Ege Beyazit, Jeevithan Alagurajah, Xindong Wu

  3232-3239

  2019-07-17

• Personalized Cross-Silo Federated Learning on Non-IID Data

  Yutao Huang, Lingyang Chu, Zirui Zhou, Lanjun Wang, Jiangchuan Liu, Jian Pei, Yong Zhang

  7865-7873

  2021-05-18

• Identification of Causal Structure in the Presence of Missing Data with Additive Noise Model

  Jie Qiao, Zhengming Chen, Jianhua Yu, Ruichu Cai, Zhifeng Hao

  20516-20523

  2024-03-24

• UniMapGen: A Generative Framework for Large-Scale Map Construction from Multi-modal Data

  Yujian Yuan, Changjie Wu, Xinyuan Chang, Sijin Wang, Hang Zhang, Shiyi Liang, Shuang Zeng, Mu Xu

  12277-12285

  2026-03-14

• CL-DMDF: Dynamic Multimodal Data Fusion Model Based on Contrastive Learning

  Dong Li, Lingling Zhang, Binghao Han, Linlin Ding, Yue Kou

  15072-15080

  2026-03-14

• Genomics Data Lossless Compression with (S, K)-Mer Encoding and Deep Neural Networks

  Hui Sun, Liping Yi, Huidong Ma, Yongxia Sun, Yingfeng Zheng, Wenwen Cui, Meng Yan, Gang Wang, Xiaoguang Liu

  12577-12585

  2025-04-11

• Beyond Federated Prototype Learning: Learnable Semantic Anchors with Hyperspherical Contrast for Domain-Skewed Data

  Lele Fu, Sheng Huang, Yanyi Lai, Tianchi Liao, Chuanfu Zhang, Chuan Chen

  16648-16656

  2025-04-11

• Recovering the Propensity Score from Biased Positive Unlabeled Data

  Walter Gerych, Thomas Hartvigsen, Luke Buquicchio, Emmanuel Agu, Elke Rundensteiner

  6694-6702

  2022-06-28

• Breaking the Resource Monopoly: LLM Post-Training and Serving with Modest Data and Compute

  Jiaxin Huang

  39822-39822

  2026-03-14

• Spline-PINN: Approaching PDEs without Data Using Fast, Physics-Informed Hermite-Spline CNNs

  Nils Wandel, Michael Weinmann, Michael Neidlin, Reinhard Klein

  8529-8538

  2022-06-28

• RefiDiff: Progressive Refinement Diffusion for Efficient Missing Data Imputation

  Md Atik Ahamed, Qiang Ye, Qiang Cheng

  19551-19559

  2026-03-14

• Search and Learn: Improving Semantic Coverage for Data-to-Text Generation

  Shailza Jolly, Zi Xuan Zhang, Andreas Dengel, Lili Mou

  10858-10866

  2022-06-28

• Ontology-Based Query Answering for Probabilistic Temporal Data

  Patrick Koopmann

  2903-2910

  2019-07-17

• Class-Wise Adaptive Self Distillation for Federated Learning on Non-IID Data (Student Abstract)

  Yuting He, Yiqiang Chen, Xiaodong Yang, Yingwei Zhang, Bixiao Zeng

  12967-12968

  2022-06-28

• Ripple Shapley: Data Influence Attribution in One Federated Training Run

  Dewen Zeng, Wenlong Tian, Haozhao Wang, Jianfeng Lu, Weijun Xiao, Zhiyong Xu

  28085-28093

  2026-03-14

• Effective Data Distillation for Tabular Datasets (Student Abstract)

  Inwon Kang, Parikshit Ram, Yi Zhou, Horst Samulowitz, Oshani Seneviratne

  23533-23534

  2024-03-24

• Reinforcement Learning and Data-Generation for Syntax-Guided Synthesis

  Julian Parsert, Elizabeth Polgreen

  10670-10678

  2024-03-24

• RetrySQL: Text-to-SQL Training with Retry Data for Self-Correcting Query Generation

  Alicja Rączkowska, Riccardo Belluzzo, Piotr Zieliński, Joanna Baran, Paweł Olszewski

  32773-32781

  2026-03-14

• Better Generalized Few-Shot Learning Even without Base Data

  Seong-Woong Kim, Dong-Wan Choi

  8282-8290

  2023-06-26

• Enhanced Denesity Peak Clustering for High-Dimensional Data

  Zhongli Wang, Jie Yang, Junyi Guan, Chenglong Zhang, Xinyan Liang, Bingbing Jiang, Weiguo Sheng

  21411-21419

  2025-04-11

• BEVSync: Asynchronous Data Alignment for Camera-based Vehicle-Infrastructure Cooperative Perception Under Uncertain Delays

  Wentao Wang, Jiaqian Wang, Yuxin Deng, Guang Tan

  14699-14707

  2025-04-11

• Learning Instrumental Variable from Data Fusion for Treatment Effect Estimation

  Anpeng Wu, Kun Kuang, Ruoxuan Xiong, Minqin Zhu, Yuxuan Liu, Bo Li, Furui Liu, Zhihua Wang, Fei Wu

  10324-10332

  2023-06-26

• A Whole New Ball Game: Harvesting Game Data for Player Profiling

  Ivan Samborskii, Aleksandr Farseev, Andrey Filchenkov, Tat-Seng Chua

  10025-10026

  2019-07-17

• Tackling Intertwined Data and Device Heterogeneities in Federated Learning with Unlimited Staleness

  Haoming Wang, Wei Gao

  21080-21089

  2025-04-11

• Differentially Private Nonlinear Causal Discovery from Numerical Data

  Hao Zhang, Yewei Xia, Yixin Ren, Jihong Guan, Shuigeng Zhou

  12321-12328

  2023-06-26