Time2Vec: Learning a Vector Representation of Time

11 July 2019

Papers citing "Time2Vec: Learning a Vector Representation of Time"

50 / 54 papers shown

Title
LLM-based Evaluation Policy Extraction for Ecological Modeling Qi Cheng Licheng Liu Qing Zhu Runlong Yu Zhenong Jin Yiqun Xie Xiaowei Jia 12 0 0 20 May 2025
Rethinking Time Encoding via Learnable Transformation Functions Xi Chen Yateng Tang Jiarong Xu Jiawei Zhang Siwei Zhang Sijia Peng Xuehao Zheng Yun Xiong AI4TS 51 0 0 01 May 2025
Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models Siwei Zhang Yun Xiong Yateng Tang Xi Chen Zian Jia Zehao Gu Jiarong Xu Jiawei Zhang AI4CE 77 1 0 18 Mar 2025
Comprehensive Modeling Approaches for Forecasting Bitcoin Transaction Fees: A Comparative Study Jiangqin Ma Erfan Mahmoudinia AI4TS 81 0 0 03 Feb 2025
Towards Ideal Temporal Graph Neural Networks: Evaluations and Conclusions after 10,000 GPU Hours Yuxin Yang Hongkuan Zhou Rajgopal Kannan Viktor Prasanna 46 0 0 31 Dec 2024
UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction Zhiqiang Liu Mingyang Chen Yin Hua Zhuo Chen Ziqi Liu Lei Liang Huajun Chen Wen Zhang AI4TS 29 0 0 11 Nov 2024
HyperBrain: Anomaly Detection for Temporal Hypergraph Brain Networks Sadaf Sadeghian Xiaoxiao Li Margo Seltzer 45 0 0 02 Oct 2024
What Information Contributes to Log-based Anomaly Detection? Insights from a Configurable Transformer-Based Approach Xingfang Wu Heng Li Foutse Khomh AI4TS 38 0 0 30 Sep 2024
D2Vformer: A Flexible Time Series Prediction Model Based on Time Position Embedding Xiaobao Song Hao Wang Liwei Deng Yuxin He Wenming Cao Chi-Sing Leungc AI4TS 35 0 0 17 Sep 2024
A Look Into News Avoidance Through AWRS: An Avoidance-Aware Recommender System Igor L.R. Azevedo Toyotaro Suzumura Yuichiro Yasui 30 0 0 12 Jul 2024
Paving the way toward foundation models for irregular and unaligned Satellite Image Time Series Iris Dumeur Silvia Valero Jordi Inglada 50 3 0 11 Jul 2024
Global Contrastive Training for Multimodal Electronic Health Records with Language Supervision Yingbo Ma Suraj Kolla Zhenhong Hu Dhruv Kaliraman Victoria Nolan ... Jeremy A. Balch Tyler J. Loftus Parisa Rashidi A. Bihorac B. Shickel AI4TS 38 1 0 10 Apr 2024
Robust Training of Temporal GNNs using Nearest Neighbours based Hard Negatives Shubham Gupta Srikanta J. Bedathur OOD 30 1 0 14 Feb 2024
FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion Xing Han Huy Nguyen Carl Harris Nhat Ho Suchi Saria MoE 77 16 0 05 Feb 2024
Transformers with Attentive Federated Aggregation for Time Series Stock Forecasting Chu Myaet Thwal Ye Lin Tun Kitae Kim Seong-Bae Park Choong Seon Hong AI4TS AIFin 35 5 0 22 Jan 2024
Learning Time-aware Graph Structures for Spatially Correlated Time Series Forecasting Minbo Ma Jilin Hu Christian S. Jensen Fei Teng Peng Han Zhiqiang Xu Tian-Jie Li AI4TS 52 3 0 27 Dec 2023
Leveraging sinusoidal representation networks to predict fMRI signals from EEG Yamin Li Ange Lou Ziyuan Xu Shiyu Wang Catie Chang 31 7 0 06 Nov 2023
Asynchronous Graph Generator Christopher P. Ley Felipe Tobar AI4TS 59 0 0 29 Sep 2023
Explicit Time Embedding Based Cascade Attention Network for Information Popularity Prediction Xigang Sun Jingya Zhou Ling Liu Wenqi Wei GNN AI4TS 29 21 0 19 Aug 2023
Methods for Acquiring and Incorporating Knowledge into Stock Price Prediction: A Survey Liping Wang Jiawei Li Lifan Zhao Zhizhuo Kou Xiaohan Wang Xinyi Zhu Hao Wang Yanyan Shen Lei Chen AIFin 34 9 0 09 Aug 2023
Networked Time Series Imputation via Position-aware Graph Enhanced Variational Autoencoders Dingsu Wang Yuchen Yan Ruizhong Qiu Yada Zhu Kaiyu Guan A. Margenot Hanghang Tong AI4TS 50 27 0 29 May 2023
Diagnostic Spatio-temporal Transformer with Faithful Encoding Jokin Labaien T. Idé Pin-Yu Chen E. Zugasti Xabier De Carlos 59 2 0 26 May 2023
Autoencoder-based prediction of ICU clinical codes T. R. Yordanov A. Abu-Hanna A. Ravelli Iacopo Vagliano 13 1 0 08 May 2023
Spatiotemporal Transformer for Stock Movement Prediction Daniel Boyle Jugal Kalita AI4TS 23 2 0 05 May 2023
Learning Representative Trajectories of Dynamical Systems via Domain-Adaptive Imitation Edgardo Solano-Carrillo Jannis Stoppe 21 0 0 19 Apr 2023
Dynamic Graph Representation Learning with Neural Networks: A Survey Leshanshui Yang Sébastien Adam Clément Chatelain AI4TS AI4CE 44 14 0 12 Apr 2023
$β$ -Variational autoencoders and transformers for reduced-order modelling of fluid flows Alberto Solera-Rico Carlos Sanmiguel Vila Miguel Gómez-López Yuning Wang Abdulrahman Almashjary Scott T. M. Dawson Ricardo Vinuesa DRL 21 75 0 07 Apr 2023
GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation Song Yang Jiamou Liu Kaiqi Zhao AI4TS 23 136 0 03 Mar 2023
LUNA: Language Understanding with Number Augmentations on Transformers via Number Plugins and Pre-training Hongwei Han Jialiang Xu Mengyuan Zhou Yijia Shao Shi Han Dongmei Zhang LMTD 29 7 0 06 Dec 2022
sEHR-CE: Language modelling of structured EHR data for efficient and generalizable patient cohort expansion Anna Munoz-Farre Harry Rose S. A. Cakiroglu 11 4 0 30 Nov 2022
A Transformer Framework for Data Fusion and Multi-Task Learning in Smart Cities Alexander C. DeRieux Walid Saad W. Zuo R. Budiarto M. D. Koerniawan D. Novitasari 20 1 0 18 Nov 2022
Fraudulent User Detection Via Behavior Information Aggregation Network (BIAN) On Large-Scale Financial Social Network Hanyi Hu Long Zhang Shuang Li Zhi Liu Yao Yang Chongning Na 21 0 0 04 Nov 2022
Tools for Extracting Spatio-Temporal Patterns in Meteorological Image Sequences: From Feature Engineering to Attention-Based Neural Networks A. S. Bansal Yoonjin Lee Kyle Hilburn I. Ebert‐Uphoff AI4TS 38 2 0 22 Oct 2022
Bottleneck Analysis of Dynamic Graph Neural Network Inference on CPU and GPU Han-Chen Chen Yahya Alhinai Yihan Jiang Eunjee Na Cong Hao GNN AI4CE 28 5 0 08 Oct 2022
Provably expressive temporal graph networks Amauri Souza Diego Mesquita Samuel Kaski Vikas K. Garg 89 55 0 29 Sep 2022
Time-distance vision transformers in lung cancer diagnosis from longitudinal computed tomography Thomas Z. Li Kaiwen Xu Riqiang Gao Yucheng Tang Thomas A. Lasko Fabien Maldonado K. Sandler Bennett A. Landman ViT MedIm 22 11 0 04 Sep 2022
An End-to-End Set Transformer for User-Level Classification of Depression and Gambling Disorder Ana-Maria Bucur Adrian Cosma Liviu P. Dinu Paolo Rosso 42 8 0 02 Jul 2022
Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations Ivan Marisca Andrea Cini Cesare Alippi AI4TS 37 62 0 26 May 2022
PinnerFormer: Sequence Modeling for User Representation at Pinterest Nikil Pancha Andrew Zhai J. Leskovec Charles R. Rosenberg AI4TS 27 28 0 09 May 2022
Encoder-Decoder Architecture for Supervised Dynamic Graph Learning: A Survey Yuecai Zhu Fuyuan Lyu Chengming Hu X. Chen Xue Liu AI4TS AI4CE 21 20 0 20 Mar 2022
Topic Detection and Tracking with Time-Aware Document Embeddings Hang Jiang Doug Beeferman Weiquan Mao D. Roy AI4TS 21 1 0 12 Dec 2021
Narrative Cartography with Knowledge Graphs Gengchen Mai Weiming Huang Ling Cai Rui Zhu Ni Lao 16 21 0 02 Dec 2021
CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks Chao Pang Xinzhuo Jiang Krishna S. Kalluri M. Spotnitz Ruijun Chen A. Perotte Karthik Natarajan OOD 19 58 0 10 Nov 2021
A Review of Location Encoding for GeoAI: Methods and Applications Gengchen Mai K. Janowicz Yingjie Hu Song Gao Bo Yan Rui Zhu Ling Cai Ni Lao 69 114 0 07 Nov 2021
Inductive Representation Learning in Temporal Networks via Mining Neighborhood and Community Influences Meng Liu Yong Liu AI4TS 88 37 0 01 Oct 2021
Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time Anshul Nasery Soumyadeep Thakur Vihari Piratla A. De Sunita Sarawagi AI4TS 29 27 0 15 Aug 2021
Clustering and attention model based for intelligent trading Mimansa Rana Nanxiang Mao Ming Ao Xiaohui Wu Poning Liang Matloob Khushi 31 1 0 06 Jul 2021
Multi-Time Attention Networks for Irregularly Sampled Time Series Satya Narayan Shukla Benjamin M. Marlin AI4TS 111 186 0 25 Jan 2021
Predicting Human Strategies in Simulated Search and Rescue Task Vidhi Jain Rohit Jena Huao Li Tejus Gupta Dana Hughes M. Lewis Katia Sycara 49 8 0 15 Nov 2020
A Deep Learning Framework for COVID Outbreak Prediction Neeraj Jimson Mathew R. Behera Zenin Easa Panthakkalakath AI4TS 21 5 0 30 Sep 2020