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Shaowen Zhou

2 accepted papers

2025

Towards Cross-Modality Modeling for Time Series Analytics: A Survey in the LLM Era

IJCAI 2025

The proliferation of edge devices has generated an unprecedented volume of time series data across different domains, motivating a variety of well-customized methods. Recently, Large Language Models (LLMs) have emerged as a new paradigm for time series analytics by leveraging the shared sequential n

2022

A Survey on Neural Open Information Extraction: Current Status and Future Directions

IJCAI 2022poster

Open Information Extraction (OpenIE) facilitates domain-independent discovery of relational facts from large corpora. The technique well suits many open-world natural language understanding scenarios, such as automatic knowledge base construction, open-domain question answering, and explicit reasoni…

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