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Junjian Ye

2 accepted papers

2025

Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting

IJCAI 2025

Large language models (LLMs) have shown great potential in decision-making due to the vast amount of knowledge stored within the models.However, these pre-trained models are prone to lack reasoning abilities and are difficult to adapt to new environments, further hindering their application to compl

2021

Time Series Domain Adaptation via Sparse Associative Structure Alignment

AAAI 2021technical

Domain adaptation on time series data is an important but challenging task. Most of the existing works in this area are based on the learning of the domain-invariant representation of the data with the help of restrictions like MMD. However, such extraction of the domain-invariant representation is…

Cited by 101SourcePDFScholar