Yushan Jiang

PhD student, University of Connecticut

Joined

September 2022

Names

Yushan Jiang (Preferred)

Emails

****@uconn.edu (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

PhD student

University of Connecticut (uconn.edu)

2022 – 2026

Researcher

Embry-Riddle Aeronautical University (erau.edu)

2020 – 2021

MS student

Embry-Riddle Aeronautical University (erau.edu)

2018 – 2020

Undergrad student

Civil Aviation University of China (cauc.edu)

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Dongjin Song

2022 – Present

Expertise

No areas of expertise listed

Publications

TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster
Kanghui Ning, Zijie Pan, Yu Liu, Yushan Jiang, James Y. Zhang, Kashif Rasul, Anderson Schneider, Lintao Ma, Yuriy Nevmyvaka, Dongjin Song
- NeurIPS 2025 poster
- Readers: Everyone
TimeXL: Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop
Yushan Jiang, Wenchao Yu, Geon Lee, Dongjin Song, Kijung Shin, Wei Cheng, Yanchi Liu, Haifeng Chen
- NeurIPS 2025 poster
- Readers: Everyone
Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop
Yushan Jiang, Wenchao Yu, Geon Lee, Dongjin Song, Kijung Shin, Wei Cheng, Yanchi Liu, Haifeng Chen
- Submitted to ICML 2025
- Readers: Everyone
TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster
Kanghui Ning, Zijie Pan, Yu Liu, Yushan Jiang, James Y. Zhang, Kashif Rasul, Anderson Schneider, Lintao Ma, Yuriy Nevmyvaka, Dongjin Song
- Submitted to ICML 2025
- Readers: Everyone
Structural Knowledge Informed Continual Learning for Multivariate Time Series Forecasting
Zijie Pan, Yushan Jiang, Dongjin Song, Sahil Garg, Kashif Rasul, Anderson Schneider, Yuriy Nevmyvaka
- Submitted to ICLR 2025
- Readers: Everyone
Learning system dynamics without forgetting
Xikun ZHANG, Dongjin Song, Yushan Jiang, Yixin Chen, Dacheng Tao
- ICLR 2025 Poster
- Readers: Everyone
$S^2$IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting
Zijie Pan, Yushan Jiang, Sahil Garg, Anderson Schneider, Yuriy Nevmyvaka, Dongjin Song
- ICML 2024 Poster
- Readers: Everyone
Structural Knowledge Informed Continual Multivariate Time Series Forecasting
Zijie Pan, Yushan Jiang, Dongjin Song, Fernando Gama, Sahil Garg, Kashif Rasul, Anderson Schneider, Yuriy Nevmyvaka
- Submitted to ICLR 2024
- Readers: Everyone
Tutorials at The Web Conference 2023
Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espín-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo, Torsten Hahmann, Jiawei Han, Soyeon Caren Han, Estevam Hruschka, Liang Hu et al. (76 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- WWW (Companion Volume) 2023
- Readers: Everyone
Interpretable Skill Learning for Dynamic Treatment Regimes through Imitation
Yushan Jiang, Wenchao Yu, Dongjin Song, Wei Cheng, Haifeng Chen
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CISS 2023
- Readers: Everyone

View all 18 publications

Co-Authors

View all 123 co-authors