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• A General Framework for Representing and Reasoning with Annotated Semantic Web Data

  Umberto Straccia, Nuno Lopes, Gergely Lukacsy, Axel Polleres

  1437-1442

  2010-07-05

• Creating Generalizable Data-Driven Approaches for Biodiversity Monitoring via Acoustics

  Thomas Napier

  41070-41071

  2026-03-14

• On Identifying Hashtags in Disaster Twitter Data

  Jishnu Ray Chowdhury, Cornelia Caragea, Doina Caragea

  498-506

  2020-04-03

• Robust Learning from Noisily Labeled Long-Tailed Data via Fairness Regularizer

  Jiaheng Wei, Zhaowei Zhu, Gang Niu, Tongliang Liu, Sijia Liu, Masashi Sugiyama, Yang Liu

  35847-35856

  2026-03-14

• FIND: A Framework for Discovering Formulas in Data

  Tingxiong Xiao, Yuxiao Cheng, Jinli Suo

  21653-21660

  2025-04-11

• TrojanDec: Data-free Detection of Trojan Inputs in Self-supervised Learning

  Yupei Liu, Yanting Wang, Jinyuan Jia

  532-540

  2025-04-11

• Coverage-Guaranteed Prediction Sets for Out-of-Distribution Data

  Xin Zou, Weiwei Liu

  17263-17270

  2024-03-24

• A Data-Driven Approach for Gin Rummy Hand Evaluation

  Sang T. Truong, Todd W. Neller

  15647-15654

  2021-05-18

• MDBench: Benchmarking Data-Driven Methods for Model Discovery

  Amirmohammad Ziaei Bideh, Aleksandra Georgievska, Jonathan Gryak

  19746-19754

  2026-03-14

• RAA: Achieving Interactive Remove/Add Anything via Fully Synthetic Data

  Delong Liu, Haotian Hou, Zhaohui Hou, Shihao Han, Zhiyuan Huang, Mingjie Zhan, Fei Su, Zhicheng Zhao

  7123-7131

  2026-03-14

• 6DCNN with Roto-Translational Convolution Filters for Volumetric Data Processing

  Dmitrii Zhemchuzhnikov, Ilia Igashov, Sergei Grudinin

  4707-4715

  2022-06-28

• Differentially Private Normalizing Flows for Synthetic Tabular Data Generation

  Jaewoo Lee, Minjung Kim, Yonghyun Jeong, Youngmin Ro

  7345-7353

  2022-06-28

• Does the Geometry of the Data Control the Geometry of Neural Predictions? (Student Abstract)

  Anirudh Cowlagi, Pratik Chaudhari

  12931-12932

  2022-06-28

• Pricing Online LLM Services with Data-Calibrated Stackelberg Routing Game

  Zhendong Guo, Wenchao Bai, Jiahui Jin

  17005-17013

  2026-03-14

• Data-Efficient Image Quality Assessment with Attention-Panel Decoder

  Guanyi Qin, Runze Hu, Yutao Liu, Xiawu Zheng, Haotian Liu, Xiu Li, Yan Zhang

  2091-2100

  2023-06-26

• Fairness Issues and Mitigations in (Differentially Private) Socio-Demographic Data Processes

  Joonhyuk Ko, Juba Ziani, Saswat Das, Matt Williams, Ferdinando Fioretto

  28160-28167

  2025-04-11

• Learning to Auto Weight: Entirely Data-Driven and Highly Efficient Weighting Framework

  Zhenmao Li, Yichao Wu, Ken Chen, Yudong Wu, Shunfeng Zhou, Jiaheng Liu, Jiaheng Liu, Junjie Yan

  4788-4795

  2020-04-03

• Leveraging Contaminated Datasets to Learn Clean-Data Distribution with Purified Generative Adversarial Networks

  Bowen Tian, Qinliang Su, Jianxing Yu

  9989-9996

  2023-06-26

• Gaussian Graphical Modelling Without Independence Assumptions for Uncentered Data

  Bailey Andrew, David R. Westhead, Luisa Cutillo

  15391-15398

  2025-04-11

• DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data

  Xiao Li, Yin Zhu, Sichen Liu, Jiangzhou Ju, Yuzhong Qu, Gong Cheng

  13139-13147

  2023-06-26

• Data Heterogeneity and Forgotten Labels in Split Federated Learning

  Joana Tirana, Dimitra Tsigkari, David Solans Noguero, Nicolas Kourtellis

  25940-25948

  2026-03-14

• Bugs in the Data: How ImageNet Misrepresents Biodiversity

  Alexandra Sasha Luccioni, David Rolnick

  14382-14390

  2023-06-26

• Towards Improved Proxy-Based Deep Metric Learning via Data-Augmented Domain Adaptation

  Li Ren, Chen Chen, Liqiang Wang, Kien Hua

  14811-14819

  2024-03-24

• Clustered Federated Learning for Heterogeneous Data (Student Abstract)

  Xue Yu, Ziyi Liu, Yifan Sun, Wu Wang

  16378-16379

  2024-07-15

• EA: Managing Green Data Centers Using Deep Reinforcement Learning Without Discounting

  Peijian Wang, Thu Nguyen

  39397-39405

  2026-03-14