Shiyu Wang

Senior Staff Researcher, ByteDance Inc.

Joined

January 2023

Names

Shiyu Wang (Preferred)

Emails

****@antgroup.com (Confirmed)

****@163.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Senior Staff Researcher

ByteDance Inc. (bytedance.com)

2024 – Present

Staff Researcher

NextEvo, Ant Group (antgroup.com)

2017 – 2024

Undergrad student

School of Computer Science and Technology , Xidian University (xidian.edu.cn)

2013 – 2017

Advisors, Relations & Conflicts

No relations added

Expertise

Large Language Models

2023 – Present

Large Multimodal Models

2023 – Present

Large Time Series Models

2023 – Present

Foundation Models

2022 – Present

Time Series Analysis

2019 – Present

Deep Learning

2017 – Present

Publications

Are We Overlooking the Dimensions? Learning Latent Hierarchical Channel Structure for High-Dimensional Time Series Forecasting
Juntong Ni, Shiyu Wang, Zewen Liu, Xiaoming Shi, Xinyue Zhong, Zhou Ye, Wei Jin
- arXiv
- Readers: Everyone
TimeDistill: Efficient Long-Term Time Series Forecasting with MLP via Cross-Architecture Distillation
Juntong Ni, Zewen Liu, Shiyu Wang, Ming Jin, Wei Jin
- arXiv 2025
- Readers: Everyone
TimeOmni-1: Incentivizing Complex Reasoning with Time Series in Large Language Models
Tong Guan, Zijie Meng, Dianqi Li, Shiyu Wang, Chao-Han Huck Yang, Qingsong Wen, Zuozhu Liu, Sabato Marco Siniscalchi, Ming Jin, Shirui Pan
- ICLR 2026 Poster
- Readers: Everyone
U-Cast: Learning Hierarchical Structures for High-Dimensional Time Series Forecasting
Juntong Ni, Shiyu Wang, Zewen Liu, Xiaoming Shi, Xinyue Zhong, Zhou Ye, Wei Jin
- Submitted to ICLR 2026
- Readers: Everyone
POET: Partially Observed Earth Transformer with High-Dimensional Position Embedding
Yuxuan Wang, Haixu Wu, Jiafeng Lin, Huakun Luo, Shiyu Wang, Zhou Ye, Jianmin Wang, Mingsheng Long
- Submitted to ICLR 2026
- Readers: Everyone
Accuracy Law for the Future of Deep Time Series Forecasting
Yuxuan Wang, Haixu Wu, Yuezhou Ma, Yuchen Fang, Ziyi Zhang, Yong Liu, Shiyu Wang, Zhou Ye, Yang Xiang, Jianmin Wang, Mingsheng Long
- Submitted to ICLR 2026
- Readers: Everyone
TimeMixer++: A General Time Series Pattern Machine for Universal Predictive Analysis
Shiyu Wang, Jiawei LI, Xiaoming Shi, Zhou Ye, Baichuan Mo, Wenze Lin, Ju Shengtong, Zhixuan Chu, Ming Jin
- ICLR 2025 Oral
- Readers: Everyone
Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts
Xiaoming Shi, Shiyu Wang, Yuqi Nie, Dianqi Li, Zhou Ye, Qingsong Wen, Ming Jin
- ICLR 2025 Spotlight
- Readers: Everyone
Scaling to Billion Parameters for Time Series Foundation Models with Mixture of Experts
Xiaoming Shi, Shiyu Wang, Yuqi Nie, Dianqi Li, Zhou Ye, Qingsong Wen, Ming Jin
- NeurIPS 2024 TSALM Workshop
- Readers: Everyone
TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting
Shiyu Wang, Haixu Wu, Xiaoming Shi, Tengge Hu, Huakun Luo, Lintao Ma, James Y. Zhang, Jun Zhou
- CoRR 2024
- Readers: Everyone

View all 25 publications

Co-Authors

View all 67 co-authors