Talks-Keynotes-slides

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Talks-Keynotes-slides

★ 13 Open GitHub ↗

My invited Keynote/Talk at Conferences, Universities, Companies, etc.

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https://sites.google.com/site/qingsongwen8/keynote-tutorial
## [Keynote Talks]

[KT3] [AAAI'25 WS Keynote] Qingsong Wen, "AI for Time Series Analysis: from Transformer to LLM and Foundation Models", Invited Keynote Talk @ AAAI'25 Workshop on AI for Time Series Analysis, Philadelphia, PA, USA, Feb. 2025. [Website]

[KT2] [NeurIPS'24 WS Keynote] Qingsong Wen, "LLM and Foundation Models for Time Series Analysis", Invited Keynote Talk @ NeurIPS'24 Workshop on Time Series in the Age of Large Models, Vancouver, Canada, Dec. 15, 2024. [Website] [slides]

[KT1] [CIKM'22 WS Keynote] Qingsong Wen, “Customized Transformers for Time Series Forecasting”, Invited Keynote Talk @ CIKM'22 Workshop on Applied Machine Learning Methods for Time Series Forecasting, Atlanta, USA, Oct. 21st, 2022. [Website] [Slides]

## [Tutorials]

[TU4] [AAAI'25 Tutorial] Yuxuan Liang, Jiaxi Hu, Ming Jin, Dongjin Song, Shirui Pan and Qingsong Wen, "Foundation Models for Time Series Analysis: A Tutorial," Tutorial at the 39th AAAI Conference on Artificial Intelligence (AAAI 2025), Philadelphia, PA, USA, Feb. 2025. [Website]

[TU3] [KDD'24 Tutorial] Yuxuan Liang, Haomin Wen, Yuqi Nie, Yushan Jiang, Ming Jin, Dongjin Song, Shirui Pan, Qingsong Wen, "Foundation Models for Time Series Analysis," Tutorial at the 30th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD 2024), Barcelona, Spain, Aug. 2024. [Website]

[TU2] [ICDM'23 Tutorial] Qingsong Wen, Linxiao Yang, Tian Zhou, Weiqi Chen, Bingqing Peng, Liang Sun, "Robust Time Series Analysis and Applications: An Interdisciplinary Approach", Tutorial at 23rd IEEE International Conference on Data Mining (ICDM 2023), Shanghai, China, Dec., 2023. [Website] [Slides]

[TU1] [KDD'22 Tutorial] Qingsong Wen, Linxiao Yang, Tian Zhou, Liang Sun, "Robust Time Series Analysis and Applications: An Industrial Perspective," Tutorial at the 28th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD 2022), Washington DC, USA, Aug., 2022 (70+ onsite audiences). [Website] [Slides]

## [Invited Talks]

[IT6] “LLM and Foundation Models for Time Series Forecasting”, Invited Practitioner Talk @ 45th International Symposium on Forecasting (IJF), Jun. 29-Jul. 2, 2025. [Link]

[IT5] “AI for Time Series Analysis - Algorithms and Applications”, Invited Talk @ Peking University, Nankai University, June 20-21, 2024. [Link1] [Link2]

[IT4] “Time-LLM: Time Series Forecasting by Reprogramming Large Language Models”, Invited Talk @ 2023 CCF international AIOps Challenge and 'AlOps in the Age of Large Language Models' Summit, Dec. 16, 2023.  [Slides] [Report]

[IT3] “Intelligent Time Series Analysis and Application”, Invited Talk @ Shanghai Jiao Tong University (SJTU), Mar. 27th, 2023.

[IT2] “Intelligent Time Series Analysis and Application”, Invited Talk @ LOGS, Dec. 10th, 2022. [Slides]

[IT1] “Robust and Intelligent Time Series Analysis and Application”, Invited Talk @ Tsinghua University, Oct. 28th, 2022 (100+ onsite and online audiences). [Slides]

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