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• Role Hypergraph Contrastive Learning for Multivariate Time-Series Analysis

  Rundong Xue, Hao Hu, Zhitao Zeng, Xiangmin Han, Zhiqiang Tian, Shaoyi Du, Yue Gao

  27468-27476

  2026-03-14

• Dynamic Spatial-Temporal Graph Convolutional Neural Networks for Traffic Forecasting

  Zulong Diao, Xin Wang, Dafang Zhang, Yingru Liu, Kun Xie, Shaoyao He

  890-897

  2019-07-17

• Planning with Hidden Parameter Polynomial MDPs

  Clarissa Costen, Marc Rigter, Bruno Lacerda, Nick Hawes

  11963-11971

  2023-06-26

• Automatic Construction and Natural-Language Description of Nonparametric Regression Models

  James Lloyd, David Duvenaud, Roger Grosse, Joshua Tenenbaum, Zoubin Ghahramani

  2014-06-21

• SeViL: Semi-supervised Vision-Language Learning with Text Prompt Guiding for Moving Infrared Small Target Detection

  Weiwei Duan, Luping Ji, Jianghong Huang, Sicheng Zhu

  3723-3731

  2026-03-14

• Adversarial Dynamic Shapelet Networks

  Qianli Ma, Wanqing Zhuang, Sen Li, Desen Huang, Garrison Cottrell

  5069-5076

  2020-04-03

• Delving into Multimodal Prompting for Fine-Grained Visual Classification

  Xin Jiang, Hao Tang, Junyao Gao, Xiaoyu Du, Shengfeng He, Zechao Li

  2570-2578

  2024-03-24

• ST-ReP: Learning Predictive Representations Efficiently for Spatial-Temporal Forecasting

  Qi Zheng, Zihao Yao, Yaying Zhang

  13419-13427

  2025-04-11

• Exact Inference for Continuous-Time Gaussian Process Dynamics

  Katharina Ensinger, Nicholas Tagliapietra , Sebastian Ziesche, Sebastian Trimpe

  11883-11891

  2024-03-24

• Auto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery

  Zimian Wei, Peijie Dong, Zheng Hui, Anggeng Li, Lujun Li, Menglong Lu, Hengyue Pan, Dongsheng Li

  15814-15822

  2024-03-24

• Toward Modality Gap: Vision Prototype Learning for Weakly-supervised Semantic Segmentation with CLIP

  Zhongxing Xu, Feilong Tang, Zhe Chen, Yingxue Su, Zhiyi Zhao, Ge Zhang, Jionglong Su, Zongyuan Ge

  9023-9031

  2025-04-11

• SKI Models: Skeleton Induced Vision-Language Embeddings for Understanding Activities of Daily Living

  Arkaprava Sinha, Dominick Reilly, Francois Bremond, Pu Wang, Srijan Das

  6931-6939

  2025-04-11

• Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting

  Mengzhang Li, Zhanxing Zhu

  4189-4196

  2021-05-18

• AirDDE: Multifactor Neural Delay Differential Equations for Air Quality Forecasting

  Binqing Wu, Zongjiang Shang, Shiyu Liu, Jianlong Huang, Jiahui Xu, Ling Chen

  15941-15949

  2026-03-14

• Inductive Graph Neural Networks for Spatiotemporal Kriging

  Yuankai Wu, Dingyi Zhuang, Aurelie Labbe, Lijun Sun

  4478-4485

  2021-05-18

• Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence

  Baris Coskunuzer, Ignacio Segovia-Dominguez, Yuzhou Chen, Yulia R. Gel

  11678-11686

  2024-03-24

• FacT: Factor-Tuning for Lightweight Adaptation on Vision Transformer

  Shibo Jie, Zhi-Hong Deng

  1060-1068

  2023-06-26

• Predictive Maintenance for General Aviation Using Convolutional Transformers

  Hong Yang, Aidan LaBella, Travis Desell

  12636-12642

  2022-06-28

• Population Aware Diffusion for Time Series Generation

  Yang Li, Han Meng, Zhenyu Bi, Ingolv T. Urnes, Haipeng Chen

  18520-18529

  2025-04-11

• Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting

  Chao Song, Youfang Lin, Shengnan Guo, Huaiyu Wan

  914-921

  2020-04-03

• Learning to Learn Better Visual Prompts

  Fengxiang Wang, Wanrong Huang, Shaowu Yang, Qi Fan, Long Lan

  5354-5363

  2024-03-24

• VITA: Variational Pretraining of Transformers for Climate-Robust Crop Yield Forecasting

  Adib Hasan, Mardavij Roozbehani, Munther A. Dahleh

  38551-38559

  2026-03-14

• FlowPath: Learning Data-Driven Manifolds with Invertible Flows for Robust Irregularly-sampled Time Series Classification

  YongKyung Oh, Dong-Young Lim, Sungil Kim

  24594-24603

  2026-03-14

• Continuous-Time Graph Representation with Sequential Survival Process

  Abdulkadir Çelikkanat, Nikolaos Nakis, Morten Mørup

  11177-11185

  2024-03-24

• Tackling Vision Language Tasks through Learning Inner Monologues

  Diji Yang, Kezhen Chen, Jinmeng Rao, Xiaoyuan Guo, Yawen Zhang, Jie Yang, Yi Zhang

  19350-19358

  2024-03-24