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• CI-STHPAN: Pre-trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergraph

  Hongjie Xia, Huijie Ao, Long Li, Yu Liu, Sen Liu, Guangnan Ye, Hongfeng Chai

  9187-9195

  2024-03-24

• 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

• OPTION: An Online Pricing Strategy for Asynchronous Federated Learning Against Free-Riding Attacks

  Bangqi Pan, Jianfeng Lu, Shuqin Cao, Xiao Zhang, Gang Li, Guanghui Wen

  24682-24690

  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

• 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

• 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

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

  Tony Gracious, Arman Gupta, Ambedkar Dukkipati

  16888-16896

  2025-04-11

• Learning and Dynamical Models for Sub-seasonal Climate Forecasting: Comparison and Collaboration

  Sijie He, Xinyan Li, Laurie Trenary, Benjamin A Cash, Timothy DelSole, Arindam Banerjee

  4495-4503

  2022-06-28

• GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality

  Zehao Liu, Mengzhou Gao, Pengfei Jiao

  19041-19049

  2025-04-11

• Counterfactual eXplainable AI (XAI) Method for Deep Learning-Based Multivariate Time Series Classification

  Alan Gabriel Paredes Cetina, Kaouther Benguessoum, Raoni Lourenco, Sylvain Kubler

  17393-17400

  2026-03-14

• Mask the Redundancy: Evolving Masking Representation Learning for Multivariate Time-Series Clustering

  Zexi Tan, Xiaopeng Luo, Yunlin Liu, Yiqun Zhang

  25787-25795

  2026-03-14

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

  Artyom Stitsyuk, Jaesik Choi

  20601-20609

  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

• 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

• 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

• Cross-Modal Subspace Clustering via Deep Canonical Correlation Analysis

  Quanxue Gao, Huanhuan Lian, Qianqian Wang, Gan Sun

  3938-3945

  2020-04-03

• Learning Relationships between Text, Audio, and Video via Deep Canonical Correlation for Multimodal Language Analysis

  Zhongkai Sun, Prathusha Sarma, William Sethares, Yingyu Liang

  8992-8999

  2020-04-03

• Less Is More: Volatility Forecasting with Contrastive Representation Learning (Student Abstract)

  Yanlong Huang, Wenxin Tai, Ting Zhong, Kunpeng Zhang

  16234-16235

  2024-07-15

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

  Motoyuki Oki, Koh Takeuchi, Yukio Uematsu

  2018-04-27

• Distant-Supervision of Heterogeneous Multitask Learning for Social Event Forecasting With Multilingual Indicators

  Liang Zhao, Junxiang Wang, Xiaojie Guo

  2018-04-29

• DeepCOVID: An Operational Deep Learning-driven Framework for Explainable Real-time COVID-19 Forecasting

  Alexander Rodríguez, Anika Tabassum, Jiaming Cui, Jiajia Xie, Javen Ho, Pulak Agarwal, Bijaya Adhikari, B. Aditya Prakash

  15393-15400

  2021-05-18

• Fairness in Forecasting and Learning Linear Dynamical Systems

  Quan Zhou, Jakub Marecek, Robert N. Shorten

  11134-11142

  2021-05-18

• 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

• SwinRDM: Integrate SwinRNN with Diffusion Model towards High-Resolution and High-Quality Weather Forecasting

  Lei Chen, Fei Du, Yuan Hu, Zhibin Wang, Fan Wang

  322-330

  2023-06-26

• Federated Foundation Models on Heterogeneous Time Series

  Shengchao Chen, Guodong Long, Jing Jiang, Chengqi Zhang

  15839-15847

  2025-04-11