Songyuan Sui

According to our database, Songyuan Sui authored at least 5 papers between 2023 and 2026.

Collaborative distances:

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

2026

ECLAD: An Edge-Cloud Collaborative Agentic Framework for Interpretable Anomaly Detection in Predictive Maintenance.

Songyuan Sui, Zhanqi Deng, Yamin Zhuang, Serena Liu, Leisheng Yu, Alfredo Costilla-Reyes, Xia Hu

Proceedings of the Companion Proceedings of the ACM Web Conference 2026, 2026

2025

LTSM-Bundle: A Toolbox and Benchmark on Large Language Models for Time Series Forecasting.

Yu-Neng Chuang, Songchen Li, Jiayi Yuan, Guanchu Wang, Kwei-Herng Lai, Songyuan Sui, Leisheng Yu, Sirui Ding, Chia-Yuan Chang, Alfredo Costilla-Reyes, Daochen Zha, Xia Hu

SIGKDD Explor., December, 2025

Training-Free Time Series Classification via In-Context Reasoning with LLM Agents.

Songyuan Sui, Zihang Xu, Yu-Neng Chuang, Kwei-Herng Lai, Xia Hu

CoRR, October, 2025

Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration.

Songyuan Sui, Hongyi Liu, Serena Liu, Li Li, Soo-Hyun Choi, Rui Chen, Xia Hu

Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2025

2023

Unleashing SmartNIC Packet Processing Performance in P4.

Jiarong Xing, Yiming Qiu, Kuo-Feng Hsu, Songyuan Sui, Khalid Manaa, Omer Shabtai, Yonatan Piasetzky, Matty Kadosh, Arvind Krishnamurthy, T. S. Eugene Ng, Ang Chen

Proceedings of the ACM SIGCOMM 2023 Conference, 2023