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• ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification

  Guozhong Li, Byron Choi, Jianliang Xu, Sourav S Bhowmick, Kwok-Pan Chun, Grace Lai-Hung Wong

  8375-8383

  2021-05-18

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

  Huan Song, Deepta Rajan, Jayaraman Thiagarajan, Andreas Spanias

  2018-04-29

• Reasoning with Exploration: An Entropy Perspective

  Daixuan Cheng, Shaohan Huang, Xuekai Zhu, Bo Dai, Xin Zhao, Zhenliang Zhang, Furu Wei

  30377-30385

  2026-03-14

• Conditional Distribution Learning for Graph Classification

  Jie Chen, Hua Mao, Chuanbin Liu, Zhu Wang, Xi Peng

  20109-20117

  2026-03-14

• Heterogeneous Prompt-Guided Entity Inferring and Distilling for Scene-Text Aware Cross-Modal Retrieval

  Zhiqian Zhao, Liang Li, Jiehua Zhang, Yaoqi Sun, Xichun Sheng, Haibing Yin, Shaowei Jiang

  10537-10545

  2025-04-11

• Apollo-Forecast: Overcoming Aliasing and Inference Speed Challenges in Language Models for Time Series Forecasting

  Tianyi Yin, Jingwei Wang, Yunlong Ma, Han Wang, Chenze Wang, Yukai Zhao, Min Liu, Weiming Shen

  22173-22181

  2025-04-11

• Temporal Calibrating and Distilling for Scene-Text Aware Text-Video Retrieval

  Zhiqian Zhao, Liang Li, Lei Shen, Xichun Sheng, Yaoqi Sun, Fang Kang, Chenggang Yan

  13323-13331

  2026-03-14

• Motif-aware Graph Neural Networks for Networked Time Series Imputation

  Nourhan Ahmed, Vijaya Krishna Yalavarthi, Lars Schmidt-Thieme

  11409-11417

  2025-04-11

• Image as a Language: Revisiting Scene Text Recognition via Balanced, Unified and Synchronized Vision-Language Reasoning Network

  Jiajun Wei, Hongjian Zhan, Yue Lu, Xiao Tu, Bing Yin, Cong Liu, Umapada Pal

  5885-5893

  2024-03-24

• Supervised Contrastive Few-Shot Learning for High-Frequency Time Series

  Xi Chen, Cheng Ge, Ming Wang, Jin Wang

  7069-7077

  2023-06-26

• DVANet: Disentangling View and Action Features for Multi-View Action Recognition

  Nyle Siddiqui, Praveen Tirupattur, Mubarak Shah

  4873-4881

  2024-03-24

• Audio-Visual Localization by Synthetic Acoustic Image Generation

  Valentina Sanguineti, Pietro Morerio, Alessio Del Bue, Vittorio Murino

  2523-2531

  2021-05-18

• Temporal Action Proposal Generation with Background Constraint

  Haosen Yang, Wenhao Wu, Lining Wang, Sheng Jin, Boyang Xia, Hongxun Yao, Hujie Huang

  3054-3062

  2022-06-28

• TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents

  Geon Lee, Wenchao Yu, Kijung Shin, Wei Cheng, Haifeng Chen

  18082-18090

  2025-04-11

• Outlier Impact Characterization for Time Series Data

  Jianbo Li, Lecheng Zheng, Yada Zhu, Jingrui He

  11595-11603

  2021-05-18

• Estimating the Causal Effect from Partially Observed Time Series

  Akane Iseki, Yusuke Mukuta, Yoshitaka Ushiku, Tatsuya Harada

  3919-3926

  2019-07-17

• TapNet: Multivariate Time Series Classification with Attentional Prototypical Network

  Xuchao Zhang, Yifeng Gao, Jessica Lin, Chang-Tien Lu

  6845-6852

  2020-04-03

• Improving Training and Inference of Face Recognition Models via Random Temperature Scaling

  Lei Shang, Mouxiao Huang, Wu Shi, Yuchen Liu, Yang Liu, Wang Steven, Baigui Sun, Xuansong Xie, Yu Qiao

  15082-15090

  2023-06-26

• 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

• Improving Day-Ahead Grid Carbon Intensity Forecasting by Joint Modeling of Local-Temporal and Cross-Variable Dependencies Across Different Frequencies

  Bowen Zhang, Hongda Tian, Adam Berry, A. Craig Roussac

  39585-39593

  2026-03-14

• FedSkeleton: Secure Multi-Party Graph Skeleton Construction for Privacy-Preserving Federated Time-Series Forecasting

  Henggang Deng, Yuchao Tang, Wenjie Fu, Huandong Wang, Kun Chen, Tao Jiang

  20719-20727

  2026-03-14

• Language Pre-training Guided Masking Representation Learning for Time Series Classification

  Liaoyuan Tang, Zheng Wang, Jie Wang, Guanxiong He, Zhezheng Hao, Rong Wang, Feiping Nie

  12631-12639

  2025-04-11

• Enhancing Multivariate Time-Series Domain Adaptation via Contrastive Frequency Graph Discovery and Language-Guided Adversary Alignment

  Haoren Guo, Haiyue Zhu, Jiahui Wang, Prahlad Vadakkepat, Weng Khuen Ho, Tong Heng Lee

  16951-16959

  2025-04-11

• Unifying Channel Independence and Mixing: Multi-Scale Patch Recursion for Global–Local Representation Synergy in Multivariate Time Series Forecasting

  Wenhao Zhang, Chun Zhang, Wei Bai, Ning Zhang, Changxia Gao, Yuxin Jia, Chenhao Shi, Shaoxiong Pang

  28427-28436

  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