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• Harnessing Event Sensory Data for Error Pattern Prediction in Vehicles: A Language Model Approach

  Hugo Math, Rainer Lienhart, Robin Schön

  19423-19431

  2025-04-11

• Unified Constraint Propagation on Multi-View Data

  Zhiwu Lu, Yuxin Peng

  640-646

  2013-06-30

• Effective Data Distillation for Tabular Datasets (Student Abstract)

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

  23533-23534

  2024-03-24

• Offline Multi-Objective Bandits: From Logged Data to Pareto-Optimal Policies

  Ji Cheng, Song Lai, Shunyu Yao, Bo Xue

  36636-36644

  2026-03-14

• Multinomial Relation Prediction in Social Data: A Dimension Reduction Approach

  Nozomi Nori, Danushka Bollegala, Hisashi Kashima

  115-121

  2021-09-20

• Fast 3D Surrogate Modeling for Data Center Thermal Management

  Soumyendu Sarkar, Antonio Guillen-Perez, Zachariah J Carmichael, Avisek Naug, Refik Mert Cam, Vineet Gundecha, Ashwin Ramesh Babu, Sahand Ghorbanpour, Ricardo Luna Gutierrez

  39201-39210

  2026-03-14

• Unraveling Pain Levels: A Data-Uncertainty Guided Approach for Effective Pain Assessment

  Xinwei Ji, Xiaomin Chang, Wei Li, Albert Y. Zomaya

  22167-22175

  2024-03-24

• DECT: Harnessing LLM-assisted Fine-Grained Linguistic Knowledge and Label-Switched and Label-Preserved Data Generation for Diagnosis of Alzheimer’s Disease

  Tingyu Mo, Jacqueline C. K. Lam, Victor O. K. Li, Lawrence Y. L. Cheung

  24885-24892

  2025-04-11

• From Behavioral Theories to Econometrics: Inferring Preferences of Human Agents from Data on Repeated Interactions

  Gali Noti

  5637-5646

  2021-05-18

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

  Julian Parsert, Elizabeth Polgreen

  10670-10678

  2024-03-24

• 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

• A Simple Deconvolutional Mechanism for Point Clouds and Sparse Unordered Data (Student Abstract)

  Thomas Paniagua, John Lagergren, Greg Foderaro

  13889-13890

  2020-04-03

• Investigating Data Pruning for Pretraining Biological Foundation Models at Scale

  Yifan Wu, Jiyue Jiang, Xichen Ye, Yiqi Wang, Chang Zhou, Yitao Xu, Jiayang Chen, He Hu, Weizhong Zhang, Cheng Jin, Jiao Yuan, Yu Li

  1294-1302

  2026-03-14

• 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

• 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

• 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

• Navigating Towards Fairness with Data Selection

  Yixuan Zhang, Zhidong Li, Yang Wang, Fang Chen, Xuhui Fan, Feng Zhou

  22632-22640

  2025-04-11

• 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

• 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

• 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

• 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

• Beyond Next Token Probabilities: Learnable, Fast Detection of Hallucinations and Data Contamination on LLM Output Distributions

  Guy Bar-Shalom, Fabrizio Frasca, Derek Lim, Yoav Gelberg, Yftah Ziser, Ran El-Yaniv, Gal Chechik, Haggai Maron

  30058-30066

  2026-03-14

• Differentially Private Nonlinear Causal Discovery from Numerical Data

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

  12321-12328

  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

• Learning from Imperfect Data: Robust Inference of Dynamic Systems Using Simulation-Based Generative Model

  Hyunwoo Cho, Hyeontae Jo, Hyung Ju Hwang

  36645-36653

  2026-03-14