Zhe Xie

PhD student, CS, Tsinghua University, Tsinghua University

Joined

September 2022

Names

Zhe Xie (Preferred)

Emails

****@mails.tsinghua.edu.cn (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

PhD student

CS, Tsinghua University, Tsinghua University (mails.tsinghua.edu.cn)

2022 – 2027

Undergrad student

CSE, Shanghai Jiaotong University (sjtu.edu.cn)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Dan Pei

2022 – 2027

Expertise

No areas of expertise listed

Publications

TimeSense: Making Large Language Models Proficient in Time‑Series Analysis
Zhirui Zhang, Changhua Pei, Tianyi.Gao, Zhe Xie, Yibo Hao, Zhaoyang Yu, Longlong Xu, Tong Xiao, Jing Han, Dan Pei
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
AutoDA-Timeseries: Automated Data Augmentation for Time Series
Zijun Dou, Zhenhe Yao, Zhe Xie, Xidao Wen, Tong Xiao, Dan Pei
- ICLR 2026 Poster
- Readers: Everyone
Thinking with Time Series: Interleaved Deep Thinking for Enhanced Time Series Reasoning
Zhe Xie, Zeyan Li, Xiao He, Longlong Xu, Zhirui Zhang, Tieying Zhang, Dan Pei
- Submitted to ICLR 2026
- Readers: Everyone
Robust Time Series Forecasting via Basis-Aligned Sampling in Decycled Residual Space
Longlong Xu, Zeyan Li, Xiao He, Zhaoyang Yu, Changhua Pei, Zhe Xie, Zijun Dou, Tieying Zhang, Dan Pei
- Submitted to ICLR 2026
- Readers: Everyone
ChatTS: Aligning Time Series with LLMs via Synthetic Data for Enhanced Understanding and Reasoning
Zhe Xie, Zeyan Li, Xiao He, Longlong Xu, Xidao Wen, Tieying Zhang, Jianjun Chen, Rui Shi, Dan Pei
- Proc. VLDB Endow. 2025
- Readers: Everyone
TechSupportEval: An Automated Evaluation Framework for Technical Support Question Answering
Bohan Chen, Yongqian Sun, Yuhe Liu, Longlong Xu, Zhe Xie, Changhua Pei, Jing Han, Fan Ni, Xuhui Cai, Ce Yang, Dan Pei
- IJCNN 2025
- Readers: Everyone
Microservice Root Cause Analysis With Limited Observability Through Intervention Recognition in the Latent Space
Zhe Xie, Shenglin Zhang, Yitong Geng, Yao Zhang, Minghua Ma, Xiaohui Nie, Zhenhe Yao, Longlong Xu, Yongqian Sun, Wentao Li, Dan Pei
- KDD 2024
- Readers: Everyone
Chain-of-Event: Interpretable Root Cause Analysis for Microservices through Automatically Learning Weighted Event Causal Graph
Zhenhe Yao, Changhua Pei, Wenxiao Chen, Hanzhang Wang, Liangfei Su, Huai Jiang, Zhe Xie, Xiaohui Nie, Dan Pei
- SIGSOFT FSE Companion 2024
- Readers: Everyone
Unsupervised Anomaly Detection on Microservice Traces through Graph VAE
Zhe Xie, Haowen Xu, Wenxiao Chen, Wanxue Li, Huai Jiang, Liangfei Su, Hanzhang Wang, Dan Pei
- WWW 2023
- Readers: Everyone
Position-Aware Subgraph Neural Networks with Data-Efficient Learning
Chang Liu, Yuwen Yang, Zhe Xie, Hongtao Lu, Yue Ding
- 2023 (modified: 24 Apr 2023)
- WSDM 2023
- Readers: Everyone

View all 15 publications

Co-Authors

View all 50 co-authors