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• Forecasting Clinical Risk from Textual Time Series: Structuring Narratives for Temporal AI in Healthcare

  Shahriar Noroozizadeh, Sayantan Kumar, Jeremy C. Weiss

  39080-39088

  2026-03-14

• TimeMosaic: Temporal Heterogeneity Guided Time Series Forecasting via Adaptive Granularity Patch and Segment-wise Decoding

  Kuiye Ding, Fanda Fan, Chunyi Hou, Zheya Wang, Lei Wang, Zhengxin Yang, Jianfeng Zhan

  20790-20798

  2026-03-14

• M2FMoE: Multi-Resolution Multi-View Frequency Mixture-of-Experts for Extreme-Adaptive Time Series Forecasting

  Yaohui Huang, Runmin Zou, Yun Wang, Laeeq Aslam, Ruipeng Dong

  22075-22083

  2026-03-14

• Semantic Complete Scene Forecasting from a 4D Dynamic Point Cloud Sequence

  Zifan Wang, Zhuorui Ye, Haoran Wu, Junyu Chen, Li Yi

  5867-5875

  2024-03-24

• Supervised Dynamic Dimension Reduction with Deep Neural Network

  Zhanye Luo, Yuefeng Han, Xiufan Yu

  24169-24177

  2026-03-14

• HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting

  Qihe Huang, Lei Shen, Ruixin Zhang, Jiahuan Cheng, Shouhong Ding, Zhengyang Zhou, Yang Wang

  12608-12616

  2024-03-24

• Non-Parametric Outliers Detection in Multiple Time Series A Case Study: Power Grid Data Analysis

  Yuxun Zhou, Han Zou, Reza Arghandeh, Weixi Gu, Costas Spanos

  2018-04-29

• Moonshine: Distilling Game Content Generators into Steerable Generative Models

  Yuhe Nie, Michael Middleton, Tim Merino, Nidhushan Kanagaraja, Ashutosh Kumar, Zhan Zhuang, Julian Togelius

  14344-14351

  2025-04-11

• FilterTS: Comprehensive Frequency Filtering for Multivariate Time Series Forecasting

  Yulong Wang, Yushuo Liu, Xiaoyi Duan, Kai Wang

  21375-21383

  2025-04-11

• RI-Loss: A Learnable Residual-Informed Loss for Time Series Forecasting

  Jieting Wang, Xiaolei Shang, Feijiang Li, Furong Peng

  26277-26284

  2026-03-14

• SimDiff: Simpler Yet Better Diffusion Model for Time Series Point Forecasting

  Hang Ding, Xue Wang, Tian Zhou, Tao Yao

  20781-20789

  2026-03-14

• Improving Multi-Step Prediction of Learned Time Series Models

  Arun Venkatraman, Martial Hebert, J.. Bagnell

  2015-02-21

• Put the Space of LoRA Initialization to the Extreme to Preserve Pre-trained Knowledge

  Pengwei Tang, Xiaolin Hu, Yong Liu, Lizhong Ding, Dongjie Zhang, Xing Wu, Debing Zhang

  33232-33240

  2026-03-14

• Neural Temporal Point Processes for Forecasting Directional Relations in Evolving Hypergraphs

  Tony Gracious, Arman Gupta, Ambedkar Dukkipati

  16888-16896

  2025-04-11

• Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting

  Jingru Fei, Kun Yi, Wei Fan, Qi Zhang, Zhendong Niu

  11645-11653

  2025-04-11

• xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition

  Artyom Stitsyuk, Jaesik Choi

  20601-20609

  2025-04-11

• TimeCHEAT: A Channel Harmony Strategy for Irregularly Sampled Multivariate Time Series Analysis

  Jiexi Liu, Meng Cao, Songcan Chen

  18861-18869

  2025-04-11

• FedCure: Mitigating Participation Bias in Semi-Asynchronous Federated Learning with Non-IID Data

  Yue Chen, Jianfeng Lu, Shuqin Cao, Wei Wang, Gang Li, Guanghui Wen

  20418-20426

  2026-03-14

• TokenMatcher: Diverse Tokens Matching for Unsupervised Visible-Infrared Person Re-Identification

  Xiao Wang, Lekai Liu, Bin Yang, Mang Ye, Zheng Wang, Xin Xu

  7934-7942

  2025-04-11

• OursFed: Provable Group Fairness-Aware Federated Learning Against Distrust and Fragility

  Yun Xin, Jianfeng Lu, Gang Li, Shuqin Cao, Guanghui Wen, Kehao Wang

  27117-27125

  2026-03-14

• Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning

  Qinghong Guo, Yu Wang, Ji Cao, Tongya Zheng, Junshu Dai, Bingde Hu, Shunyu Liu, Canghong Jin

  38524-38532

  2026-03-14

• A Short-Term Tropical Cyclone Intensity Forecasting Method Based on High-Order Tensor (Student Abstract)

  Fan Meng, Handan Sun, Danya Xu, Pengfei Xie, Tao Song

  13013-13014

  2022-06-28

• FreDN: Spectral Disentanglement for Time Series Forecasting via Learnable Frequency Decomposition

  Zhongde An, Jinhong You, Jiyanglin Li, Yiming Tang, Wen Li, Heming Du, Shouguo Du

  19623-19631

  2026-03-14

• Mobile Network Failure Event Detection and Forecasting With Multiple User Activity Data Sets

  Motoyuki Oki, Koh Takeuchi, Yukio Uematsu

  2018-04-27

• A Regularized Linear Dynamical System Framework for Multivariate Time Series Analysis

  Zitao Liu, Milos Hauskrecht

  2015-02-18