Haotian Si

According to our database, Haotian Si authored at least 9 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

KairosVL: Orchestrating Time Series and Semantics for Unified Reasoning.

Haotian Si, Changhua Pei, Xiao He, Zeyan Li, Zhe Xie, Zexin Wang, Jiyao Hu, Zhaoyang Yu, Tieying Zhang, Dan Pei, Jianhui Li, Gaogang Xie

CoRR, February, 2026

ViTs: Teaching Machines to See Time Series Anomalies Like Human Experts.

Zexin Wang, Changhua Pei, Yang Liu, Hengyue Jiang, Quan Zhou, Haotian Si, Hang Cui, Jianhui Li, Gaogang Xie, Jingjing Li, Dan Pei

Proceedings of the ACM Web Conference 2026, 2026

Smart Eye: LLM-Guided Proposer-Verifier Framework for Industrial-Scale Log Anomaly Detection.

Changhua Pei, Hang Cui, Jingjing Li, Yuxuan Li, Zihan Liu, Xinyuan Liao, Cenjie Hu, Jiabao Wang, Zheyuan Li, Zexin Wang, Haotian Si, Ke Xiang, Gaogang Xie, Dan Pei

Proceedings of the ACM Web Conference 2026, 2026

2025

A Survey on AgentOps: Categorization, Challenges, and Future Directions.

Zexin Wang, Jingjing Li, Quan Zhou, Haotian Si, Yuanhao Liu, Jianhui Li, Gaogang Xie, Fei Sun, Dan Pei, Changhua Pei

CoRR, August, 2025

DeST: An Unsupervised Decoupled Spatio-Temporal Framework for Microservice Incident Management.

Xiaohui Nie, Hang Cui, Changhua Pei, Haotian Si, Ke Xiang, Jingjing Li, Yanbiao Li, Gaogang Xie, Dan Pei

Proceedings of the 36th IEEE International Symposium on Software Reliability Engineering, 2025

TShape: Rescuing Machine Learning Models from Complex Shapelet Anomalies.

Hang Cui, Jingjing Li, Haotian Si, Quan Zhou, Changhua Pei, Gaogang Xie, Dan Pei

Proceedings of the 36th IEEE International Symposium on Software Reliability Engineering, ISSRE 2025, 2025

CMoS: Rethinking Time Series Prediction Through the Lens of Chunk-wise Spatial Correlations.

Haotian Si, Changhua Pei, Jianhui Li, Dan Pei, Gaogang Xie

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

TimeSeriesBench: An Industrial-Grade Benchmark for Time Series Anomaly Detection Models.

Haotian Si, Jianhui Li, Changhua Pei, Hang Cui, Jingwen Yang, Yongqian Sun, Shenglin Zhang, Jingjing Li, Haiming Zhang, Jing Han, Dan Pei, Gaogang Xie

Proceedings of the 35th IEEE International Symposium on Software Reliability Engineering, 2024

2023

Beyond Sharing: Conflict-Aware Multivariate Time Series Anomaly Detection.

Haotian Si, Changhua Pei, Zhihan Li, Yadong Zhao, Jingjing Li, Haiming Zhang, Zulong Diao, Jianhui Li, Gaogang Xie, Dan Pei

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023