Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering | Paper Citation Record

Observation d415615e-7e86-418a-ba8d-586903ffc6b5 · outbound

This paper cites Energy time series forecasting based on pattern sequence similarity.IEEE Transactions on Knowledge and Data Engineering, 23(8):1230–1243, 2010.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Energy time series forecasting based on pattern sequence similarity.IEEE Transactions on Knowledge and Data Engineering, 23(8):1230–1243, 2010

Reference 1

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Observation f81d257f-fff6-4bf3-a27b-1110fdcf5725 · outbound

This paper cites Anderson, George E.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Anderson, George E

Reference 2

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Observation f9ccdea1-aac3-43b3-a405-6ae51362a1ad · outbound

This paper cites Stock price prediction using the arima model.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Stock price prediction using the arima model

Reference 3

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Observation b006720e-5e1a-4d77-991c-654c6240a5b4 · outbound

This paper cites Adaptive graph convolutional recurrent network for traffic forecasting.Advances in Neural Information Processing Systems, 33:17804–17815, 2020.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Adaptive graph convolutional recurrent network for traffic forecasting.Advances in Neural Information Processing Systems, 33:17804–17815, 2020

Reference 4

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Observation aa1d8f61-2852-4d0a-8f32-7292abc96665 · outbound

This paper cites Forecasting across time series databases using recurrent neural networks on groups of similar series: A clustering approach.Expert systems with applications, 140:112896, 2020.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Forecasting across time series databases using recurrent neural networks on groups of similar series: A clustering approach.Expert systems with applications, 140:112896, 2020

Reference 5

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Observation 1680e183-8c1f-4d78-a8c7-66cdf0b1ad2d · outbound

This paper cites Learning long-term dependencies with gradient descent is difficult.IEEE transactions on neural networks, 5(2):157–166, 1994.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Learning long-term dependencies with gradient descent is difficult.IEEE transactions on neural networks, 5(2):157–166, 1994

Reference 6

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Observation 7a0f5d84-2f30-4d61-aef7-6e42a76b9530 · outbound

This paper cites Recurrent neural networks for multivariate time series with missing values.Scientific reports, 8(1):6085, 2018.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Recurrent neural networks for multivariate time series with missing values.Scientific reports, 8(1):6085, 2018

Reference 7

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Observation 31341e0d-8adf-4ae2-8c79-979bf7a1d91e · outbound

This paper cites From similarity to superiority: Channel clustering for time series forecasting.Advances in Neural Information Processing Systems, 37:130635–130663, 2025.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering From similarity to superiority: Channel clustering for time series forecasting.Advances in Neural Information Processing Systems, 37:130635–130663, 2025

Reference 8

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Observation 79f4b375-3b3c-4ee5-b134-0d7ff0f4a6da · outbound

This paper cites Minprompt: Graph-based minimal prompt data augmentation for few-shot question answering.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Minprompt: Graph-based minimal prompt data augmentation for few-shot question answering

Reference 9

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Observation 15d0767f-2068-4a07-9cb4-829ea7adf813 · outbound

This paper cites Reliable: Offline reinforcement learning for tactical strategies in professional basketball games.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Reliable: Offline reinforcement learning for tactical strategies in professional basketball games

Reference 10

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Observation 099301de-7639-4bed-94c6-ff06a19bf20c · outbound

This paper cites Playbest: Professional basketball player behavior synthesis via planning with diffusion.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Playbest: Professional basketball player behavior synthesis via planning with diffusion

Reference 11

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Observation 7f1aca2d-5ab8-44fc-86cd-7bfb8256fe5e · outbound

This paper cites Gotta: generative few-shot question answering by prompt-based cloze data augmentation.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Gotta: generative few-shot question answering by prompt-based cloze data augmentation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T23:05:55.973398Z

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Observation 44292865-e780-46ee-bced-21e4c13d6108 · outbound

This paper cites A novel deep class-imbalanced semisupervised model for wind turbine blade icing detection.IEEE Transactions on Neural Networks and Learning Systems, 33(6):2558–2570, 2021.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering A novel deep class-imbalanced semisupervised model for wind turbine blade icing detection.IEEE Transactions on Neural Networks and Learning Systems, 33(6):2558–2570, 2021

Reference 13

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Observation e6e1fddf-5bc7-459e-a76f-9f1d5fc0ce34 · outbound

This paper cites Weakly guided adaptation for robust time series forecasting.Proceedings of the VLDB Endowment, 17(4):766–779, 2023.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Weakly guided adaptation for robust time series forecasting.Proceedings of the VLDB Endowment, 17(4):766–779, 2023

Reference 14

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Observation d518ed94-2293-4e2f-9fca-b2d6eb9230b3 · outbound

This paper cites Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

Reference 15

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Observation f058d80b-d209-447b-afb4-bdf02b137bac · outbound

This paper cites Enhancenet: Plugin neural networks for enhancing correlated time series forecasting.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Enhancenet: Plugin neural networks for enhancing correlated time series forecasting

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T23:05:55.987822Z

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Observation b71c5518-0c59-4e47-bb3c-489893db63ed · outbound

This paper cites Towards spatio-temporal aware traffic time series forecasting.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Towards spatio-temporal aware traffic time series forecasting

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:57.256015Z

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Observation b5cbd142-89f0-4554-8a0e-0742bb64d87a · outbound

This paper cites Recurrent neural networks and robust time series prediction.IEEE transactions on neural networks, 5(2):240–254, 1994.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Recurrent neural networks and robust time series prediction.IEEE transactions on neural networks, 5(2):240–254, 1994

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:57.246393Z

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Observation 2bfe0d61-652a-4512-ad58-c23d294e0196 · outbound

This paper cites Metro: a generic graph neural network framework for multivariate time series forecasting.Proceedings of the VLDB Endowment, 15(2):224–236, 2021.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Metro: a generic graph neural network framework for multivariate time series forecasting.Proceedings of the VLDB Endowment, 15(2):224–236, 2021

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:57.236066Z

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Observation 8274aa44-2b3a-4b24-8e1b-d16c78c1b01c · outbound

This paper cites Long-term forecasting with tide: Time-series dense encoder.Transactions on Machine Learning Research.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Long-term forecasting with tide: Time-series dense encoder.Transactions on Machine Learning Research

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:57.225807Z

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Observation aa507164-6d0c-472c-866b-cc85e3076561 · outbound

This paper cites St-norm: Spatial and temporal normalization for multi-variate time series forecasting.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering St-norm: Spatial and temporal normalization for multi-variate time series forecasting

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:57.215302Z

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Observation 1ea93b64-12c1-49e3-8cd8-8d083de38cb3 · outbound

This paper cites A multi-view multi-task learning framework for multi-variate time series forecasting.IEEE Transactions on Knowledge and Data Engineering, 35(8):7665–7680, 2022.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering A multi-view multi-task learning framework for multi-variate time series forecasting.IEEE Transactions on Knowledge and Data Engineering, 35(8):7665–7680, 2022

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:57.204542Z

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Observation 23a973fd-24cd-4d55-9114-ba63a5a2f8f7 · outbound

This paper cites Disentangling structured components: Towards adaptive, interpretable and scalable time series forecasting.IEEE Transactions on Knowledge and Data Engineering, 2024.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Disentangling structured components: Towards adaptive, interpretable and scalable time series forecasting.IEEE Transactions on Knowledge and Data Engineering, 2024

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:57.193831Z

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Observation 6a32f59e-5767-4c55-9e9f-bae530de9ea6 · outbound

This paper cites Parsimony or capability? decomposition delivers both in long- term time series forecasting.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Parsimony or capability? decomposition delivers both in long- term time series forecasting

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:57.182757Z

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Observation d769d50e-b8dd-442c-98da-17d4dda5b25b · outbound

This paper cites Identifying important variables of energy use in low energy office building by using multivariate analysis.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Identifying important variables of energy use in low energy office building by using multivariate analysis

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:57.170919Z

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Observation 58c2356c-7c8b-4bf0-b5fa-8a7bc4aa5b29 · outbound

This paper cites Heterogeneity-informed meta- parameter learning for spatiotemporal time series forecasting.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Heterogeneity-informed meta- parameter learning for spatiotemporal time series forecasting

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:57.159455Z

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Observation 2fe93adc-2545-41ea-b7de-735f4684d564 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering An image is worth 16x16 words: Transformers for image recognition at scale

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:57.148336Z

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Observation 33fe68db-8071-4344-b583-56b6d3098c3c · outbound

This paper cites Adarnn: Adaptive learning and forecasting of time series.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Adarnn: Adaptive learning and forecasting of time series

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:57.137410Z

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Observation 632a1578-6d37-486b-84b6-82f2d1d5b779 · outbound

This paper cites Tsmixer: Lightweight mlp-mixer model for multivariate time series forecasting.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Tsmixer: Lightweight mlp-mixer model for multivariate time series forecasting

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:57.126443Z

Source-reported events for the cited work

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Observation b0487c58-751b-4a44-b587-df36f6d4860f · outbound

This paper cites Finding structure in time.Cognitive science, 14(2):179–211, 1990.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Finding structure in time.Cognitive science, 14(2):179–211, 1990

Reference 30

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Observation 490ca59d-baeb-44c2-9c5d-a824c1bdbcc9 · outbound

This paper cites Representation Degeneration Problem in Training Natural Language Generation Models.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Representation Degeneration Problem in Training Natural Language Generation Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T23:05:56.046283Z

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Observation 5058c4c3-5315-46a5-ae68-71838f58f12a · outbound

This paper cites Multivariate short-term traffic flow forecasting using time-series analysis.IEEE transactions on intelligent transportation systems, 10(2):246–254, 2009.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Multivariate short-term traffic flow forecasting using time-series analysis.IEEE transactions on intelligent transportation systems, 10(2):246–254, 2009

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T23:05:56.050261Z

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Observation 6299bdef-9c67-4b01-aab8-59a6741a4f62 · outbound

This paper cites Towards total traffic awareness.ACM SIGMOD Record, 43(3):18–23, 2014.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Towards total traffic awareness.ACM SIGMOD Record, 43(3):18–23, 2014

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:57.103028Z

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Observation 5dfcd887-a23a-46d3-8a7c-899bdc92788b · outbound

This paper cites Self-supervised spatial- temporal bottleneck attentive network for efficient long-term traffic forecasting.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Self-supervised spatial- temporal bottleneck attentive network for efficient long-term traffic forecasting

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:57.091888Z

Source-reported events for the cited work

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Observation 2c1dff63-beb6-4d82-9e47-375bb55c2c62 · outbound

This paper cites Cash, Timothy DelSole, and Arindam Banerjee.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Cash, Timothy DelSole, and Arindam Banerjee

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:57.080886Z

Source-reported events for the cited work

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Observation aba3c767-4a03-4e5c-bf38-8c5711e2c980 · outbound

This paper cites Oneshotstl: One-shot seasonal-trend decomposition for online time series anomaly detection and forecasting.Proceedings of the VLDB Endowment, 16(6):1399– 1412, 2023.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Oneshotstl: One-shot seasonal-trend decomposition for online time series anomaly detection and forecasting.Proceedings of the VLDB Endowment, 16(6):1399– 1412, 2023

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:57.069208Z

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Observation 2ba8ba4d-a50f-4e2d-97e6-87cfd044a4e1 · outbound

This paper cites Long short-term memory.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Long short-term memory

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T23:05:56.069271Z

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Observation 430f2bcb-c0aa-4c5d-bcdb-3daf40736833 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering LoRA: Low-Rank Adaptation of Large Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T23:05:56.072697Z

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Observation f167636e-06d6-4980-9ccf-d8830ac49632 · outbound

This paper cites Stochastic origin-destination matrix forecasting using dual-stage graph convolutional, recurrent neural networks.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Stochastic origin-destination matrix forecasting using dual-stage graph convolutional, recurrent neural networks

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:57.051135Z

Source-reported events for the cited work

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Observation 03f77c78-0768-44b0-97f5-fa9e44c67e10 · outbound

This paper cites Batch normalization: Accelerating deep network training by reducing internal covariate shift.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Batch normalization: Accelerating deep network training by reducing internal covariate shift

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:57.039539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a1ebc6b6-da31-4c57-bd76-a99ba6d6409b · outbound

This paper cites Lentzakis, and Gao Cong.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Lentzakis, and Gao Cong

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:57.027687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 90aa62ee-46f4-41f4-8ad6-7a234ed205ae · outbound

This paper cites Cambridge University Press, 2017.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Cambridge University Press, 2017

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:57.016155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 619b0af8-60ed-4d80-9610-3cd91037cae4 · outbound

This paper cites Reversible instance normalization for accurate time- series forecasting against distribution shift.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Reversible instance normalization for accurate time- series forecasting against distribution shift

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:57.004687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 80b7ccda-4ba3-4ab6-a680-0880d56c5d08 · outbound

This paper cites Kingma and Jimmy Ba.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Kingma and Jimmy Ba

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T23:05:56.096769Z

Source-reported events for the cited work

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Observation 421b4146-f26f-415a-a9da-8a644d5128a7 · outbound

This paper cites Reformer: The efficient transformer.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Reformer: The efficient transformer

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.986086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cb7a6f50-393e-44ec-be07-53896787dc1a · outbound

This paper cites Mod- eling long-and short-term temporal patterns with deep neural networks.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Mod- eling long-and short-term temporal patterns with deep neural networks

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.976142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e753ba40-3f85-4908-9f7b-ec1ace332d4b · outbound

This paper cites Lightcts: A lightweight framework for correlated time series forecasting.Proceedings of the ACM on Management of Data, 1(2):1– 26, 2023.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Lightcts: A lightweight framework for correlated time series forecasting.Proceedings of the ACM on Management of Data, 1(2):1– 26, 2023

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.965572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 340f52e2-8644-4426-81b9-0c2eabd6d19b · outbound

This paper cites Shape- former: Shapelet transformer for multivariate time series classification.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Shape- former: Shapelet transformer for multivariate time series classification

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.954947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 00bc6ea8-b61f-42ca-8588-bb1e40b5892b · outbound

This paper cites Efficient shapelet discovery for time series classification.IEEE transactions on knowledge and data engineering, 34(3):1149–1163, 2020.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Efficient shapelet discovery for time series classification.IEEE transactions on knowledge and data engineering, 34(3):1149–1163, 2020

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.944865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 081e8e3b-d461-48e6-a95d-a746452df454 · outbound

This paper cites Shapenet: A shapelet-neural network approach for multivariate time series classification.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Shapenet: A shapelet-neural network approach for multivariate time series classification

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.933683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 706799cb-a217-4473-8d01-3972d9065bca · outbound

This paper cites Lst- net: Learning a convolutional neural network with a learnable sparse transform.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Lst- net: Learning a convolutional neural network with a learnable sparse transform

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.922305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 766e74d2-3d00-40b0-85ca-2e9cf03d5a66 · outbound

This paper cites Towards long-term time-series forecasting: Feature, pattern, and distribution.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Towards long-term time-series forecasting: Feature, pattern, and distribution

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.912167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e3cfb539-4096-4a68-8008-7b5363e30dc1 · outbound

This paper cites Units: A universal time series analysis framework powered by self- supervised representation learning.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Units: A universal time series analysis framework powered by self- supervised representation learning

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.901190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 70018fa1-6082-4cef-8ead-097b18cc7820 · outbound

This paper cites Pyraformer: Low-complexity pyramidal attention for long-range time series modeling and forecasting.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Pyraformer: Low-complexity pyramidal attention for long-range time series modeling and forecasting

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.890655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3201018d-5c0b-4a7c-a3e1-387cb24dafb9 · outbound

This paper cites itransformer: Inverted transformers are effective for time series forecasting.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering itransformer: Inverted transformers are effective for time series forecasting

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.879958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d906beb7-338f-4443-9a0b-f2bf6a21aaef · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Swin transformer: Hierarchical vision transformer using shifted windows

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T23:05:56.142087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 098a241d-56cd-4b78-990e-45f9fea7d2d4 · outbound

This paper cites Decoupled Weight Decay Regularization.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Decoupled Weight Decay Regularization

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-15T23:05:56.145666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f60452b0-00c8-4a7a-96ef-175783a24acb · outbound

This paper cites Moderntcn: A modern pure convolution structure for general time series analysis.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Moderntcn: A modern pure convolution structure for general time series analysis

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.862572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 17a848f5-5556-484a-b233-0b9ca9c0a9b5 · outbound

This paper cites Learning time-aware graph structures for spatially correlated time series forecasting.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Learning time-aware graph structures for spatially correlated time series forecasting

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.850731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6258caa4-98b7-4904-8d95-577ad8892a97 · outbound

This paper cites Hmm-boost: Improved time series state prediction via su- pervised hidden markov models: Case studies in epileptic seizure and complex care management.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Hmm-boost: Improved time series state prediction via su- pervised hidden markov models: Case studies in epileptic seizure and complex care management

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.839676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 29e4747a-57ce-4164-b01a-a1e13c10a01a · outbound

This paper cites Identifying predictive multi-dimensional time series mo- tifs: an application to severe weather prediction.Data Mining and Knowledge Discovery, 22:232–258, 2011.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Identifying predictive multi-dimensional time series mo- tifs: an application to severe weather prediction.Data Mining and Knowledge Discovery, 22:232–258, 2011

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.829118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7007e315-fc92-43eb-911a-a63f74f3b282 · outbound

This paper cites A time series is worth 64 words: Long-term forecasting with transformers.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering A time series is worth 64 words: Long-term forecasting with transformers

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.817895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f311d980-f45d-4d85-957e-96341b6bf6f6 · outbound

This paper cites Tfb: Towards comprehensive and fair benchmarking of time series forecasting methods.Proceedings of the VLDB Endowment, 17(9):2363– 2377, 2024.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Tfb: Towards comprehensive and fair benchmarking of time series forecasting methods.Proceedings of the VLDB Endowment, 17(9):2363– 2377, 2024

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.806309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e4e42bed-dac7-4ae8-a164-ed450b91d3c7 · outbound

This paper cites Language models are unsupervised multitask learners.OpenAI blog, 1(8):9, 2019.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Language models are unsupervised multitask learners.OpenAI blog, 1(8):9, 2019

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-15T23:05:56.170889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55675895-78bc-4d0d-bdc2-7c3586e1880a · outbound

This paper cites Exploring progress in multivariate time series forecasting: Comprehensive bench- marking and heterogeneity analysis.IEEE Transactions on Knowledge and Data Engineering, 2024.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Exploring progress in multivariate time series forecasting: Comprehensive bench- marking and heterogeneity analysis.IEEE Transactions on Knowledge and Data Engineering, 2024

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.789192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2af76326-9175-4eed-8e28-4d6ea647711c · outbound

This paper cites Decoupled dynamic spatial-temporal graph neural network for traffic forecasting.Proceedings of the VLDB Endowment, 15(11):2733–2746, 2022.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Decoupled dynamic spatial-temporal graph neural network for traffic forecasting.Proceedings of the VLDB Endowment, 15(11):2733–2746, 2022

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.777403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7121251a-0aea-4b0c-a5a9-b18ef18204d8 · outbound

This paper cites Scaling Law for Time Series Forecasting.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Scaling Law for Time Series Forecasting

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-15T23:05:56.181289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69a495e3-f4f6-4ebf-8454-0cf70f486bbc · outbound

This paper cites Time-series classification methods: Review and applications to power systems data.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Time-series classification methods: Review and applications to power systems data

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.766532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ad758f63-493f-497f-9797-f2ca02ebff6c · outbound

This paper cites WaveNet: A Generative Model for Raw Audio.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering WaveNet: A Generative Model for Raw Audio

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-15T23:05:56.188810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee662c08-6803-439d-9833-75bc66cdf6bd · outbound

This paper cites Neural discrete representation learning.Advances in Neural Information Processing Systems, 30, 2017.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Neural discrete representation learning.Advances in Neural Information Processing Systems, 30, 2017

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-15T23:05:56.192441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edc46e2a-a073-45f5-9339-0eb1d3e48e56 · outbound

This paper cites Visualizing data using t-sne.Journal of machine learning research, 9(11), 2008.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Visualizing data using t-sne.Journal of machine learning research, 9(11), 2008

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-15T23:05:56.196301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db579555-ba4b-4e69-9f5d-719b25a3e691 · outbound

This paper cites Attention is all you need.Advances in Neural Information Processing Systems, 30, 2017.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Attention is all you need.Advances in Neural Information Processing Systems, 30, 2017

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-15T23:05:56.199876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ee56fed-930b-4392-ad25-3d6e82ea5961 · outbound

This paper cites Deep uncertainty quantification: A machine learning approach for weather forecasting.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Deep uncertainty quantification: A machine learning approach for weather forecasting

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.736306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5b5b9cbd-6c74-4487-831f-32a4495499de · outbound

This paper cites Linformer: Self-Attention with Linear Complexity.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Linformer: Self-Attention with Linear Complexity

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-15T23:05:56.207071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62e7a00d-e9c2-4165-9bc6-8a1fb83ff193 · outbound

This paper cites Timesnet: Temporal 2d-variation modeling for general time series analysis.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Timesnet: Temporal 2d-variation modeling for general time series analysis

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.725691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d2f40927-f6be-4b91-81ec-db3599cd3382 · outbound

This paper cites Autoformer: Decomposition transformers with auto-correlation for long-term series forecasting.Advances in Neural Information Processing Systems, 34:22419–22430, 2021.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Autoformer: Decomposition transformers with auto-correlation for long-term series forecasting.Advances in Neural Information Processing Systems, 34:22419–22430, 2021

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.713487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f4be90ba-9538-4727-8bd2-098c5ed09b57 · outbound

This paper cites Autocts: Automated correlated time series forecasting.Proceedings of the VLDB Endowment, 15(4):971–983, 2021.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Autocts: Automated correlated time series forecasting.Proceedings of the VLDB Endowment, 15(4):971–983, 2021

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.702283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 60d27391-5cf2-4120-83a9-546c5fd1a537 · outbound

This paper cites Autocts+: Joint neural architecture and hyperparam- eter search for correlated time series forecasting.Proceedings of the ACM on Management of Data, 1(1):1–26, 2023.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Autocts+: Joint neural architecture and hyperparam- eter search for correlated time series forecasting.Proceedings of the ACM on Management of Data, 1(1):1–26, 2023

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.690757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 77ccbe52-9cce-4659-97bc-98e3bfe85811 · outbound

This paper cites Connecting the dots: Multivariate time series forecasting with graph neural networks.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Connecting the dots: Multivariate time series forecasting with graph neural networks

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.680014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f8ffe52b-e306-4556-a166-7b36683bd485 · outbound

This paper cites Graph wavenet for deep spatial-temporal graph modeling.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Graph wavenet for deep spatial-temporal graph modeling

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.669158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6c5da330-f483-403a-98eb-f264d00e4c67 · outbound

This paper cites Learning evolvable time-series shapelets.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Learning evolvable time-series shapelets

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.657060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f888c6be-7544-43e1-86ce-9d3c42c0b7fc · outbound

This paper cites Flashp: an analytical pipeline for real-time forecasting of time-series relational data.Proceedings of the VLDB Endowment, 14(5):721–729, 2021.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Flashp: an analytical pipeline for real-time forecasting of time-series relational data.Proceedings of the VLDB Endowment, 14(5):721–729, 2021

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.645638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 00fbcfc8-b7b6-45c2-948d-0b20fc1681c5 · outbound

This paper cites Simplets: An efficient and universal model selection framework for time series forecasting.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Simplets: An efficient and universal model selection framework for time series forecasting

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.632606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c7d7130f-e416-4909-b79c-bd054b881940 · outbound

This paper cites Learning the evolutionary and multi-scale graph structure for multivariate time series forecasting.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Learning the evolutionary and multi-scale graph structure for multivariate time series forecasting

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.621101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b01ffdbf-78bc-4c1e-9b95-b9ff44f391e2 · outbound

This paper cites Time series shapelets: a new primitive for data mining.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Time series shapelets: a new primitive for data mining

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.610495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1787668f-7f70-4199-94dd-6d5f36502158 · outbound

This paper cites Are transformers effective for time series forecasting? InProceedings of the AAAI conference on artificial intelligence, volume 37, pages 11121–11128, 2023.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Are transformers effective for time series forecasting? InProceedings of the AAAI conference on artificial intelligence, volume 37, pages 11121–11128, 2023

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-15T23:05:56.253993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 969eb197-22ed-4c3e-8556-77d222363906 · outbound

This paper cites Scaling up multivariate time series pre-training with decoupled spatial-temporal representations.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Scaling up multivariate time series pre-training with decoupled spatial-temporal representations

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.592758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5928fc94-25a3-4f7b-98a3-fcb7ee50312b · outbound

This paper cites Crossformer: Transformer utilizing cross-dimension dependency for multivariate time series forecasting.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Crossformer: Transformer utilizing cross-dimension dependency for multivariate time series forecasting

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-15T23:05:56.260945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4efdd830-d380-4cd1-87ca-d0ea9f4b5a42 · outbound

This paper cites Multiple time series forecasting with dynamic graph modeling.Proceedings of the VLDB Endowment, 17(4):753–765, 2023.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Multiple time series forecasting with dynamic graph modeling.Proceedings of the VLDB Endowment, 17(4):753–765, 2023

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.574346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 39d62646-a92e-4067-b46c-36561b90f178 · outbound

This paper cites Informer: Beyond efficient transformer for long sequence time-series forecasting.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Informer: Beyond efficient transformer for long sequence time-series forecasting

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-15T23:05:56.271537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 689e50f8-7380-417a-b912-f79407d45f9d · outbound

This paper cites Fedformer: Frequency enhanced decomposed transformer for long-term series forecasting.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Fedformer: Frequency enhanced decomposed transformer for long-term series forecasting

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.445805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d8607945-97d5-4042-b1a5-4a39ec9ca928 · outbound

This paper cites One fits all: Power general time series analysis by pretrained lm.Advances in Neural Information Processing Systems, 36:43322–43355, 2023.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering One fits all: Power general time series analysis by pretrained lm.Advances in Neural Information Processing Systems, 36:43322–43355, 2023

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.434148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9f0f4f6c-aded-482d-b430-4b55311657b8 · outbound

This paper cites Deformable DETR: Deformable Transformers for End-to-End Object Detection.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Deformable DETR: Deformable Transformers for End-to-End Object Detection

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-15T23:05:56.281945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97843c9b-bcf0-4465-bf82-eefb8dff9da5 · outbound

This paper cites Darker: Efficient transformer with data- driven attention mechanism for time series.Proceedings of the VLDB Endowment, 17(11):3229–3242, 2024.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Darker: Efficient transformer with data- driven attention mechanism for time series.Proceedings of the VLDB Endowment, 17(11):3229–3242, 2024

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.415425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b6a471e9-c2c0-4141-b3e2-1427e7fece18 · outbound

This paper cites Svp-t: a shape-level variable- position transformer for multivariate time series classification.

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering Svp-t: a shape-level variable- position transformer for multivariate time series classification

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:05:56.403136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers