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• HyperMixer: Specializable Hypergraph Channel Mixing for Long-term Multivariate Time Series Forecasting

  Changyuan Tian, Zhicong Lu, Zequn Zhang, Heming Yang, Wei Cao, Zhi Guo, Xian Sun, Li Jin

  20885-20893

  2025-04-11

• Causal-Tune: Mining Causal Factors from Vision Foundation Models for Domain Generalized Semantic Segmentation

  Yin Zhang, Yongqiang Zhang, Yaoyue Zheng, Bogdan Raducanu, Dan Liu

  12916-12924

  2026-03-14

• CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting

  Chaoyun Zhang, Marco Fiore, Iain Murray, Paul Patras

  10851-10858

  2021-05-18

• Dynamic Semantic Tokenization for Time Series via Elastic Sampling on Physics-aware Perception

  Huaizhang Liao, Zhixiong Yang, Jingyuan Xia, Yuheng Sun, Yue Zhang, Shengxi Li, Yongxiang Liu

  23460-23468

  2026-03-14

• TODS: An Automated Time Series Outlier Detection System

  Kwei-Herng Lai, Daochen Zha, Guanchu Wang, Junjie Xu, Yue Zhao, Devesh Kumar, Yile Chen, Purav Zumkhawaka, Minyang Wan, Diego Martinez, Xia Hu

  16060-16062

  2021-05-18

• TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning

  Jiexi Liu, Songcan Chen

  13918-13926

  2024-03-24

• Generative Semi-supervised Learning for Multivariate Time Series Imputation

  Xiaoye Miao, Yangyang Wu, Jun Wang, Yunjun Gao, Xudong Mao, Jianwei Yin

  8983-8991

  2021-05-18

• Learning Representations for Incomplete Time Series Clustering

  Qianli Ma, Chuxin Chen, Sen Li, Garrison W. Cottrell

  8837-8846

  2021-05-18

• Sequence Complementor: Complementing Transformers for Time Series Forecasting with Learnable Sequences

  Xiwen Chen, Peijie Qiu, Wenhui Zhu, Huayu Li, Hao Wang, Aristeidis Sotiras, Yalin Wang, Abolfazl Razi

  15913-15921

  2025-04-11

• FedCross: Intertemporal Federated Learning Under Evolutionary Games

  Jianfeng Lu, Ying Zhang, Riheng Jia, Shuqin Cao, Jing Liu, Hao Fu

  19115-19123

  2025-04-11

• Classification of Sparse Time Series via Supervised Matrix Factorization

  Josif Grabocka, Alexandros Nanopoulos, Lars Schmidt-Thieme

  929-934

  2021-09-20

• GraFT: Infusing Pre-trained Transformers with Relational Structure for Time Series Forecasting

  Yuqi Yuan, Xiong Luo, Qiaojuan Peng, Wenbing Zhao

  28041-28049

  2026-03-14

• EMAformer: Enhancing Transformer Through Embedding Armor for Time Series Forecasting

  Zhiwei Zhang, Xinyi Du, Xuanchi Guo, Weihao Wang, Wenjuan Han

  28636-28644

  2026-03-14

• 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

• CATN: Cross Attentive Tree-Aware Network for Multivariate Time Series Forecasting

  Hui He, Qi Zhang, Simeng Bai, Kun Yi, Zhendong Niu

  4030-4038

  2022-06-28

• Boosting for Real-Time Multivariate Time Series Classification

  Haishuai Wang, Jun Wu

  2017-02-12

• Cross-Sample Augmented Test-Time Adaptation for Personalized Intraoperative Hypotension Prediction

  Kanxue Li, Yibing Zhan, Hua Jin, Chongchong Qi, Xu Lin, Baosheng Yu

  22958-22966

  2026-03-14

• Energy-guided Dual Domain-invariant Prompting Framework with Fourier Regularization for Generalized Few-Shot Medical Segmentation

  Shaolei Liu, Yuting Wu, Dongchen Zhu, Jiamao Li

  23792-23800

  2026-03-14

• UrbanWaste: In-the-Bin Dataset for Waste Disposal Inspection with Multi-Granularity Hierarchical Labels

  Zhuoqi Ma, Zejun You, Yang Dong, Yukai Liu, Xiyue Gao, Qiguang Miao

  28231-28239

  2025-04-11

• ValueNet: A New Dataset for Human Value Driven Dialogue System

  Liang Qiu, Yizhou Zhao, Jinchao Li, Pan Lu, Baolin Peng, Jianfeng Gao, Song-Chun Zhu

  11183-11191

  2022-06-28

• TSGDiff: Rethinking Synthetic Time Series Generation from a Pure Graph Perspective

  Lifeng Shen, Xuyang Li, Lele Long

  25304-25311

  2026-03-14

• Neural Architecture and Hyperparameter Selection Through Meta-Learning on Time Series

  Erfan Moeini, Christopher Vox, Marie Anastacio, Wadie Skaf, Mitra Baratchi, Holger H. Hoos

  24405-24413

  2026-03-14

• Amodal Segmentation Based on Visible Region Segmentation and Shape Prior

  Yuting Xiao, Yanyu Xu, Ziming Zhong, Weixin Luo, Jiawei Li, Shenghua Gao

  2995-3003

  2021-05-18

• Motion-blurred Video Interpolation and Extrapolation

  Dawit Mureja Argaw, Junsik Kim, Francois Rameau, In So Kweon

  901-910

  2021-05-18

• Muses: 3D-Controllable Image Generation via Multi-Modal Agent Collaboration

  Yanbo Ding, Shaobin Zhuang, Kunchang Li, Zhengrong Yue, Yu Qiao, Yali Wang

  2753-2761

  2025-04-11