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Author

Songyuan Sui

Observed name: Sui, Songyuan
ORCID: 0009-0004-1989-8700
Observed ORCID: 0009-0004-1989-8700
OpenAlex ID: A5092734213
Unleashing SmartNIC Packet Processing Performance in P4
2023 · Jiarong Xing, Yiming Qiu, et al. · ACM SIGCOMM Conference (SIGCOMM) · 35
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LTSM-Bundle: A Toolbox and Benchmark on Large Language Models for Time Series Forecasting
2025 · Yu-Neng Chuang, Songchen Li, et al. · ACM SIGKDD Explorations Newsletter · 17
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Training-Free Time Series Classification via In-Context Reasoning with LLM Agents
2025 · Sui, Songyuan, Xu, Zihang, et al. · arXiv (Cornell University) · 8
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Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration
2025 · Songyuan Sui, Hongyi Liu, et al. · International Joint Conference on Natural Language Processing and Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL) · 3
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ECLAD: An Edge-Cloud Collaborative Agentic Framework for Interpretable Anomaly Detection in Predictive Maintenance
2026 · Songyuan Sui, Zhanqi Deng, et al. · International World Wide Web Conference (WWW) · 1
Do More Modalities Always Help? A Geometric Perspective on Missing-Modality Robustness
2026 · Sui, Songyuan, Tan, Zhen, et al. · arXiv (Cornell University)
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Does Every User Need a Private LoRA? Decoupling Personalization from Per-User Adaptation
2026 · Sui, Songyuan, Malla, Srikanth, et al. · arXiv (Cornell University)
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CAST: Context- and Anomaly Structure-Conditioned Time Series Anomaly Generation
2026 · Zhang, Haochen, Peng, Jie, et al. · arXiv (Cornell University)
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Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration
2025 · Association for Computational Linguistics 2025, Chen, Rui, et al. · Underline Science Inc.
Works count: 9
Citation count: 64
H-index: 3
I10-index: 2
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