Xiaotian Pan — accepted AI-conference papers

2025

Guiding Large Language Models in Modeling Optimization Problems via Question Partitioning

Xiaotian Pan, Junhao Fang, Feng Wu, Sijia Zhang, Yi-Xiang Hu, Shaoang Li +1

IJCAI 2025

Optimization problems are ubiquitous across various domains, such as resource scheduling, production planning, and sales management. Traditionally, they are modeled manually, leading to inefficiencies due to difficulties in communication and collaboration between modeling and domain experts. The eme

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2025

Procedure Knowledge Decoupled Distillation Strategy for Procedure Planning in Instructional Videos

Xiaotian Pan, Zhaobo Qi, Xin Sun, Yuanrong Xu, Weigang Zhang

AAAI 2025technical

Procedure planning in instructional videos, producing a structured and plannable action sequence facilitating the transition from the start to the goal states, has achieved significant progress. The dominant single-branch non-autoregressive planning paradigm guides action sequence generation through…

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