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• Pre-Trained Multi-View Word Embedding Using Two-Side Neural Network

  Yong Luo, Jian Tang, Jun Yan, Chao Xu, Zheng Chen

  2014-06-21

• Goal-Oriented Time-Series Forecasting: Foundation Framework Design

  Luca-Andrei Fechete, Mohamed Sana, Fadhel Ayed, Nicola Piovesan, Wenjie Li, Antonio De Domenico, Tareq Si Salem

  21065-21073

  2026-03-14

• Integrating Multi-Source Data for Long Sequence Precipitation Forecasting

  Demin Yu, Wenzhi Feng, Kenghong Lin, Xutao Li, Yunming Ye, Chuyao Luo, Wenchuan Du

  28539-28547

  2025-04-11

• SVGL: Scale-Variable Graph Learning in Model Space for Multivariate Time Series Classification

  Shikang Liu, Ziyu Tang, Xiren Zhou, Huanhuan Chen

  23801-23809

  2026-03-14

• DeepBooTS: Dual-Stream Residual Boosting for Drift-Resilient Time-Series Forecasting

  Daojun Liang, Jing Chen, Xiao Wang, Yinglong Wang, Shuo Li

  23391-23400

  2026-03-14

• Satellite-Text-Prompted Large Language Model for Photovoltaic Power Forecasting

  Pengfei Jia, Jianghong Ma, Baoquan Zhang, Kenghong Lin, Xinyu Zhang, Chuyao Luo, Xutao Li, Yunming Ye

  38644-38652

  2026-03-14

• Audio Scanning Network: Bridging Time and Frequency Domains for Audio Classification

  Liangwei Chen, Xiren Zhou, Huanhuan Chen

  11355-11363

  2024-03-24

• Towards the Disappearing Truth: Fine-Grained Joint Causal Influences Learning with Hidden Variable-Driven Causal Hypergraphs in Time Series

  Kun Zhu, Chunhui Zhao

  17167-17174

  2024-03-24

• SatSolarCast: A Flexible Framework for Multimodal Solar Irradiance Forecasting via Memory-Alignment Learning

  Kuai Dai, Hui Su, Chengxing Zhai, Huiwei Lin, Mingliang Bai

  38331-38339

  2026-03-14

• Self-attention-based Diffusion Model for Time-series Imputation in Partial Blackout Scenarios

  Mohammad Rafid Ul Islam, Prasad Tadepalli, Alan Fern

  17564-17572

  2025-04-11

• Aligning Mixed Manifolds

  Thomas Boucher, CJ Carey, Sridhar Mahadevan, Melinda Dyar

  2015-02-21

• Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences Through f-Divergence Minimization

  Haoyuan Sun, Bo Xia, Yongzhe Chang, Xueqian Wang

  27644-27652

  2025-04-11

• To Align or Not to Align: Strategic Multimodal Representation Alignment for Optimal Performance

  Wanlong Fang, Tianle Zhang, Alvin Chan

  21056-21064

  2026-03-14

• Time Series Contrastive Learning with Information-Aware Augmentations

  Dongsheng Luo, Wei Cheng, Yingheng Wang, Dongkuan Xu, Jingchao Ni, Wenchao Yu, Xuchao Zhang, Yanchi Liu, Yuncong Chen, Haifeng Chen, Xiang Zhang

  4534-4542

  2023-06-26

• Leveraging Sparse Observations to Predict Species Abundance Across Space and Time

  Md Zahidul Islam, Cameron S. Fletcher, Ke Sun, Amir Dezfouli, Iadine Chades

  38616-38625

  2026-03-14

• IGAMT: Privacy-Preserving Electronic Health Record Synthesization with Heterogeneity and Irregularity

  Wenjie Wang, Pengfei Tang, Jian Lou, Yuanming Shao, Lance Waller, Yi-an Ko, Li Xiong

  15634-15643

  2024-03-24

• SEPT: Towards Scalable and Efficient Visual Pre-training

  Yiqi Lin, Huabin Zheng, Huaping Zhong, Jinjing Zhu, Weijia Li, Conghui He, Lin Wang

  1622-1630

  2023-06-26

• 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

• Efficiently Enhancing Long-term Series Forecasting via Adaptive Lookback with Wavelets

  Suxin Tong, Jingling Yuan

  25966-25974

  2026-03-14

• Time Series Anomaly Detection with Multiresolution Ensemble Decoding

  Lifeng Shen, Zhongzhong Yu, Qianli Ma, James T. Kwok

  9567-9575

  2021-05-18

• Chaotic Time Series Prediction Using a Photonic Reservoir Computer with Output Feedback

  Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar

  2017-02-12

• Outlier Impact Characterization for Time Series Data

  Jianbo Li, Lecheng Zheng, Yada Zhu, Jingrui He

  11595-11603

  2021-05-18

• Attend and Diagnose: Clinical Time Series Analysis Using Attention Models

  Huan Song, Deepta Rajan, Jayaraman Thiagarajan, Andreas Spanias

  2018-04-29

• Predicting ICU Mortality Risk by Grouping Temporal Trends from a Multivariate Panel of Physiologic Measurements

  Yuan Luo, Yu Xin, Rohit Joshi, Leo Celi, Peter Szolovits

  2016-02-21

• Integrating Pre-trained Model into Rule-based Dialogue Management

  Jun Quan, Meng Yang, Qiang Gan, Deyi Xiong, Yiming Liu, Yuchen Dong, Fangxin Ouyang, Jun Tian, Ruiling Deng, Yongzhi Li, Yang Yang, Daxin Jiang

  16097-16099

  2021-05-18