Qiwen Deng

Researcher, Alibaba Group

Joined

February 2025

Names

Qiwen Deng (Preferred)

Emails

****@antgroup.com (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

Researcher

Alibaba Group (antgroup.com)

2024 – Present

Researcher

SIR, Huawei Technologies Ltd. (huawei.com)

2023 – 2024

MS student

School of informatics, University of Edinburgh (edinburgh.org)

2018 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

Timeseries

2021 – Present

Transformers

2021 – Present

Publications

Xihe: Scalable Zero-Shot Time Series Learner Via Hierarchical Interleaved Block Attention
Yinbo Sun, Yuchen Fang, Zhibo Zhu, Jia Li, Yu Liu, Qiwen Deng, Jun Zhou, Hang Yu, Xingyu Lu, Lintao Ma
- CoRR 2025
- Readers: Everyone
Attention Localization Through Separator Tokens: Unlocking Long Numerical Sequence Processing in LLMs
Jie Sun, Lu Han, Yu Liu, Qiwen Deng, Xiang Shu, Lintao Ma, Xingyu Lu, JUN ZHOU, Pengfei Liu, Jiancan Wu, Xiang Wang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Xihe: Scalable Zero-shot Time Series Learner via Hierarchical Interleaved Block Attention
Yinbo sun, Yuchen Fang, Zhibo Zhu, Jia Li, Yu Liu, Qiwen Deng, Xingyu Lu, JUN ZHOU, Hang Yu, Lintao Ma
- Submitted to ICLR 2026
- Readers: Everyone
UniCA: Unified Covariate Adaptation for Time Series Foundation Model
Lu Han, Yu Liu, Lan Li, Qiwen Deng, Jian Jiang, Yinbo sun, Zhe Yu, Binfeng Wang, Xingyu Lu, Lintao Ma, Han-Jia Ye, De-Chuan Zhan
- ICLR 2026 Poster
- Readers: Everyone
UniCA: Adapting Time Series Foundation Model to General Covariate-Aware Forecasting
Lu Han, Yu Liu, Qiwen Deng, Jian Jiang, Yinbo Sun, Zhe Yu, Binfeng Wang, Xingyu Lu, Lintao Ma, Han-Jia Ye, De-Chuan Zhan
- CoRR 2025
- Readers: Everyone
Serverless Cold Starts and Where to Find Them
Artjom Joosen, Ahmed Hassan, Martin Asenov, Rajkarn Singh, Luke Nicholas Darlow, Jianfeng Wang, Qiwen Deng, Adam Barker
- EuroSys 2025
- Readers: Everyone
DAM: Towards a Foundation Model for Forecasting
Luke Nicholas Darlow, Qiwen Deng, Ahmed Hassan, Martin Asenov, Rajkarn Singh, Artjom Joosen, Adam Barker, Amos J. Storkey
- ICLR 2024
- Readers: Everyone
DAM: Towards A Foundation Model for Time Series Forecasting
Luke Nicholas Darlow, Qiwen Deng, Ahmed Hassan, Martin Asenov, Rajkarn Singh, Artjom Joosen, Adam Barker, Amos J. Storkey
- CoRR 2024
- Readers: Everyone
TSMix: time series data augmentation by mixing sources
Luke Nicholas Darlow, Artjom Joosen, Martin Asenov, Qiwen Deng, Jianfeng Wang, Adam Barker
- EuroMLSys@EuroSys 2023
- Readers: Everyone

View all 12 publications

Co-Authors

View all 32 co-authors