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Long-term Forecasting with TiDE: Time-series Dense Encoder
17 April 2023
Abhimanyu Das
Weihao Kong
Andrew B. Leach
Shaan Mathur
Rajat Sen
Rose Yu
AI4TS
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Papers citing
"Long-term Forecasting with TiDE: Time-series Dense Encoder"
50 / 114 papers shown
STELLA: Guiding Large Language Models for Time Series Forecasting with Semantic Abstractions
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Yong Qi
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508
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DPWMixer: Dual-Path Wavelet Mixer for Long-Term Time Series Forecasting
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Wei Jia
AI4TS
225
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30 Nov 2025
TARFVAE: Efficient One-Step Generative Time Series Forecasting via TARFLOW based VAE
Jiawen Wei
Lan Jiang
Pengbo Wei
Ziwen Ye
Teng Song
Chen Chen
Guangrui Ma
AI4TS
197
0
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28 Nov 2025
Multi-layer Stack Ensembles for Time Series Forecasting
Nathanael Bosch
Oleksandr Shchur
Nick Erickson
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Caner Turkmen
AI4TS
226
2
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19 Nov 2025
Naga: Vedic Encoding for Deep State Space Models
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Nick Janssen
Bodo Rosenhahn
AI4TS
241
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17 Nov 2025
EMAformer: Enhancing Transformer through Embedding Armor for Time Series Forecasting
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Xinyi Du
Xuanchi Guo
Weihao Wang
Wenjuan Han
AI4TS
139
1
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11 Nov 2025
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Weixu Wang
Xiaobo Zhou
Xin Qiao
Lei Wang
Tie Qiu
AI4TS
133
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0
11 Nov 2025
Multi-period Learning for Financial Time Series Forecasting
Knowledge Discovery and Data Mining (KDD), 2025
Xu Zhang
Z. Huang
Y. Wu
Xun Lu
Erpeng Qi
Yunkai Chen
Zhongya Xue
Qitong Wang
Peng Wang
Wei Wang
AI4TS
148
7
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07 Nov 2025
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Dongze Wu
Feng Qiu
Yao Xie
AI4TS
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AI4CE
443
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04 Nov 2025
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Alireza Mirrokni
Ali Najar
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AI4TS
202
0
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02 Nov 2025
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Yuanhao Lai
Pengfei Zheng
Boxi Yu
Xiaoying Tang
Qiuai Fu
Pinjia He
AI4TS
174
0
0
26 Oct 2025
Abstain Mask Retain Core: Time Series Prediction by Adaptive Masking Loss with Representation Consistency
Renzhao Liang
Sizhe Xu
Chenggang Xie
Jingru Chen
Feiyang Ren
Shu Yang
Takahiro Yabe
AI4TS
208
0
0
22 Oct 2025
Benchmarking Probabilistic Time Series Forecasting Models on Neural Activity
Ziyu Lu
Anna J. Li
Alexander E. Ladd
Pascha Matveev
Aditya Deole
Eric Shea-Brown
J. Nathan Kutz
Nicholas A. Steinmetz
BDL
AI4TS
230
1
0
20 Oct 2025
CoRA: Covariate-Aware Adaptation of Time Series Foundation Models
Guo Qin
Z. Chen
Yong Liu
Z. Shi
Haixuan Liu
Xiangdong Huang
Jianmin Wang
Mingsheng Long
AI4TS
AI4CE
167
1
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14 Oct 2025
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ChengAo Shen
Ziming Zhao
Hanghang Tong
D. Song
Dongsheng Luo
Qingsong Wen
Jingchao Ni
AI4TS
198
1
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10 Oct 2025
CATS-Linear: Classification Auxiliary Linear Model for Time Series Forecasting
Zipo Jibao
Yingyi Fu
Xinyang Chen
Guoting Chen
AI4TS
151
0
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09 Oct 2025
Forecasting-based Biomedical Time-series Data Synthesis for Open Data and Robust AI
Youngjoon Lee
Seongmin Cho
Yehhyun Jo
J. Gong
Hyunjoo Jenny Lee
Joonhyuk Kang
AI4TS
198
0
0
06 Oct 2025
Fine-Grained Urban Traffic Forecasting on Metropolis-Scale Road Networks
Fedor Velikonivtsev
Oleg Platonov
Gleb Bazhenov
Liudmila Prokhorenkova
AI4TS
162
0
0
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IndexNet: Timestamp and Variable-Aware Modeling for Time Series Forecasting
Beiliang Wu
Peiyuan Liu
Yifan Hu
Luyan Zhang
Ao Hu
Zenglin Xu
AI4TS
174
0
0
28 Sep 2025
ProtoTS: Learning Hierarchical Prototypes for Explainable Time Series Forecasting
Ziheng Peng
Shijie Ren
Xinyue Gu
Linxiao Yang
Xiting Wang
Liang Sun
AI4TS
380
1
0
27 Sep 2025
TSGym: Design Choices for Deep Multivariate Time-Series Forecasting
Shuang Liang
Chaochuan Hou
Xu Yao
Shiping Wang
Minqi Jiang
Songqiao Han
Hailiang Huang
AI4TS
341
0
0
21 Sep 2025
TFMAdapter: Lightweight Instance-Level Adaptation of Foundation Models for Forecasting with Covariates
Afrin Dange
Sunita Sarawagi
AI4TS
TTA
AI4CE
257
0
0
17 Sep 2025
One-Embedding-Fits-All: Efficient Zero-Shot Time Series Forecasting by a Model Zoo
Hao-Nan Shi
Ting Huang
Lu Han
De-Chuan Zhan
Han-Jia Ye
AI4TS
253
0
0
04 Sep 2025
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Rachael DeVries
Casper Christensen
Marie Lisandra Zepeda Mendoza
Ole Winther
184
2
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Yifei Sun
Junming Liu
Botian Shi
Yirong Chen
Xuefeng Yan
AI4TS
258
2
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13 Aug 2025
Measuring Time Series Forecast Stability for Demand Planning
Steven Klee
Yuntian Xia
AI4TS
124
2
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N-BEATS-MOE: N-BEATS with a Mixture-of-Experts Layer for Heterogeneous Time Series Forecasting
Ricardo Matos
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Vítor Cerqueira
AI4TS
MoE
148
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0
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Aditya Akella
Jonathan Farah
AI4TS
156
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VisionTS++: Cross-Modal Time Series Foundation Model with Continual Pre-trained Vision Backbones
Lefei Shen
Mouxiang Chen
Xu Liu
Han Fu
Xiaoxue Ren
Jianling Sun
Zhuo Li
Chenghao Liu
AI4TS
546
6
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06 Aug 2025
KANMixer: a minimal KAN-centered mixer for long-term time series forecasting
Lingyu Jiang
Y. X. R. Wang
Yao Su
Shuo Xing
Wenjing Chen
...
Ziming Zhang
Fangzhou Lin
Michael R. Zielewski
Kazunori D Yamada
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AI4TS
KELM
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213
2
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03 Aug 2025
DualSG: A Dual-Stream Explicit Semantic-Guided Multivariate Time Series Forecasting Framework
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Fanda Fan
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Luqi Gong
Yishan Jiang
Chunjie Luo an Jianfeng Zhan
Jianfeng Zhan
AI4TS
BDL
527
3
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29 Jul 2025
Bridging the Last Mile of Prediction: Enhancing Time Series Forecasting with Conditional Guided Flow Matching
Huibo Xu
Runlong Yu
Likang Wu
Xianquan Wang
Qi Liu
AI4TS
368
1
0
09 Jul 2025
Multi-Scale Finetuning for Encoder-based Time Series Foundation Models
Zhongzheng Qiao
Chenghao Liu
Y. Zhang
Ming Jin
Quang Pham
Qingsong Wen
P.N. Suganthan
Xudong Jiang
Savitha Ramasamy
AI4TS
AI4CE
383
3
0
17 Jun 2025
POCO: Scalable Neural Forecasting through Population Conditioning
Yu Duan
Hamza Tahir Chaudhry
Misha B. Ahrens
Christopher D Harvey
Matthew G Perich
Karl Deisseroth
Kanaka Rajan
AI4CE
261
4
0
17 Jun 2025
Forecast-Then-Optimize Deep Learning Methods
Jinhang Jiang
Nan Wu
Ben Liu
Mei Feng
Xin Ji
Karthik Srinivasan
AI4TS
327
0
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16 Jun 2025
A Review of the Long Horizon Forecasting Problem in Time Series Analysis
Hans Krupakar
Kandappan V A
AI4TS
174
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A Survey of Foundation Models for IoT: Taxonomy and Criteria-Based Analysis
Hui Wei
Dong Yoon Lee
Shubham Rohal
Zhizhang Hu
Ryan Rossi
Shiwei Fang
Shijia Pan
415
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Delayformer: spatiotemporal transformation for predicting high-dimensional dynamics
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Peng Tao
Luonan Chen
AI4TS
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237
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Jinkwan Jang
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Jinmyeong Choi
Taesup Kim
AI4TS
308
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FaCTR: Factorized Channel-Temporal Representation Transformers for Efficient Time Series Forecasting
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Harini Subramanyan
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192
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Channel-Imposed Fusion: A Simple yet Effective Method for Medical Time Series Classification
Ming Hu
Jianfu Yin
Mingyu Dou
Yuqi Wang
Ruochen Dang
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Feiyu Zhu
Cong Hu
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Bingliang Hu
Quan Wang
AI4TS
523
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31 May 2025
Mamba Integrated with Physics Principles Masters Long-term Chaotic System Forecasting
Chang Liu
Bohao Zhao
Jingtao Ding
Huandong Wang
Yong Li
Mamba
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459
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29 May 2025
PIPE: Physics-Informed Position Encoding for Alignment of Satellite Images and Time Series
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Eunseo Jung
Zixin Chen
Zhaowei Wang
Yueya Wang
Huamin Qu
Alexis Kai Hon Lau
235
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Tian Zhou
Jinyang Gao
Bolin Ding
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AI4TS
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304
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Youssef Doubli
Salahidine Lemaachi
Chris Lettieri
...
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Viktoriya Zhukova
David Asker
Ameet Talwalkar
Othmane Abou-Amal
AI4TS
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581
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407
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William Gilpin
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366
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Ziqi Zhao
AI4TS
290
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Foundation Models Knowledge Distillation For Battery Capacity Degradation Forecast
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493
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Hao Wang
Xianghua Ying
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Bowei Xing
Ji Shi
AI4TS
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471
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