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• EasyTS: The Express Lane to Long Time Series Forecasting

  Tiancheng Zhang, Shaoyuan Huang, Cheng Zhang, Xiaofei Wang, Wenyu Wang

  23853-23855

  2024-03-24

• IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers

  Jingge Xiao, Leonie Basso, Wolfgang Nejdl, Niloy Ganguly, Sandipan Sikdar

  16023-16031

  2024-03-24

• Disentangling Long-Short Term State Under Unknown Interventions for Online Time Series Forecasting

  Ruichu Cai, Haiqin Huang, Zhifan Jiang, Zijian Li, Changze Zhou, Yuequn Liu, Yuming Liu, Zhifeng Hao

  15641-15649

  2025-04-11

• Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing

  Junkai Lu, Peng Chen, Chenjuan Guo, Yang Shu, Meng Wang, Bin Yang

  24070-24078

  2026-03-14

• Inertial Hidden Markov Models: Modeling Change in Multivariate Time Series

  George Montanez, Saeed Amizadeh, Nikolay Laptev

  2015-02-18

• A Deep Ranking Model for Spatio-Temporal Highlight Detection From a 360◦ Video

  Youngjae Yu, Sangho Lee, Joonil Na, Jaeyun Kang, Gunhee Kim

  2018-04-27

• LIMREF: Local Interpretable Model Agnostic Rule-Based Explanations for Forecasting, with an Application to Electricity Smart Meter Data

  Dilini Rajapaksha, Christoph Bergmeir

  12098-12107

  2022-06-28

• FedVision: An Online Visual Object Detection Platform Powered by Federated Learning

  Yang Liu, Anbu Huang, Yun Luo, He Huang, Youzhi Liu, Yuanyuan Chen, Lican Feng, Tianjian Chen, Han Yu, Qiang Yang

  13172-13179

  2020-04-03

• Learnable Dynamic Temporal Pooling for Time Series Classification

  Dongha Lee, Seonghyeon Lee, Hwanjo Yu

  8288-8296

  2021-05-18

• FreqCycle: A Multi-Scale Time-Frequency Analysis Method for Time Series Forecasting

  Boya Zhang, Shuaijie Yin, Huiwen Zhu, Xing He

  28159-28167

  2026-03-14

• Like an Ophthalmologist: Dynamic Selection Driven Multi-View Learning for Diabetic Retinopathy Grading

  Xiaoling Luo, Qihao Xu, Huisi Wu, Chengliang Liu, Zhihui Lai, Linlin Shen

  19224-19232

  2025-04-11

• ExoTimer: Leveraging Large Language Models for Time Series Forecasting with Exogenous Variables

  Lan Wu, Xuebin Wang, Chenglong Ge, Ruijuan Chu, LinYu Wang

  26956-26964

  2026-03-14

• A Multi-step-ahead Markov Conditional Forward Model with Cube Perturbations for Extreme Weather Forecasting

  Chia-Yuan Chang, Cheng-Wei Lu, Chuan-Ju Wang

  6948-6955

  2021-05-18

• Harnessing Vision-Language Models for Time Series Anomaly Detection

  Zelin He, Sarah Alnegheimish, Matthew Reimherr

  21690-21698

  2026-03-14

• Learning Adaptive Forecasting Models from Irregularly Sampled Multivariate Clinical Data

  Zitao Liu, Milos Hauskrecht

  2016-02-21

• EM-KD: Distilling Efficient Multimodal Large Language Model with Unbalanced Vision Tokens

  Ze Feng, Sen Yang, Boqiang Duan, Wankou Yang, Jingdong Wang

  21111-21119

  2026-03-14

• Nonlinear Dynamic Boltzmann Machines for Time-Series Prediction

  Sakyasingha Dasgupta, Takayuki Osogami

  2017-02-13

• M3Time: LLM-Enhanced Multi-Modal, Multi-Scale, and Multi-Frequency Multivariate Time Series Forecasting

  Shuning Jia, Baijun Song, Canming Ye, Chun Yuan

  22265-22273

  2026-03-14

• Tensorized LSTM with Adaptive Shared Memory for Learning Trends in Multivariate Time Series

  Dongkuan Xu, Wei Cheng, Bo Zong, Dongjin Song, Jingchao Ni, Wenchao Yu, Yanchi Liu, Haifeng Chen, Xiang Zhang

  1395-1402

  2020-04-03

• MSAmba: Exploring Multimodal Sentiment Analysis with State Space Models

  Xilin He, Haijian Liang, Boyi Peng, Weicheng Xie, Muhammad Haris Khan, Siyang Song, Zitong Yu

  1309-1317

  2025-04-11

• MHCCL: Masked Hierarchical Cluster-Wise Contrastive Learning for Multivariate Time Series

  Qianwen Meng, Hangwei Qian, Yong Liu, Lizhen Cui, Yonghui Xu, Zhiqi Shen

  9153-9161

  2023-06-26

• Investigate Indistinguishable Points in Semantic Segmentation of 3D Point Cloud

  Mingye Xu, Zhipeng Zhou, Junhao Zhang, Yu Qiao

  3047-3055

  2021-05-18

• Robust and Adaptive AI Models for Medication Usage Forecasting Using ICD-9/10 Code (Student Abstract)

  Jonathan Li

  29404-29406

  2025-04-11

• Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine

  Luis Roque, Vítor Cerqueira, Carlos Soares, Luís Torgo

  20192-20199

  2025-04-11

• STEM-LTS: Integrating Semantic-Temporal Dynamics in LLM-driven Time Series Analysis

  Zhe Zhao, Pengkun Wang, Haibin Wen, Shuang Wang, Liheng Yu, Yang Wang

  22858-22866

  2025-04-11