Guoxuan Wang — accepted AI-conference papers

2025

PCAN: A Pandemic-Compatible Attentive Neural Network for Retail Sales Forecasting

Fan Li, Guoxuan Wang, Huiyu Chu, Dawei Cheng, Xiaoyang Wang

IJCAI 2025

The outbreak of pandemic has a huge impact on production and consumption in the business world, especially for the retail sector. As a crucial component of decision-support technology in the retail industry, sales forecasting is significant for production planning and optimizing the supply of essent

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2025

RATIONALYST: Pre-training Process-Supervision for Improving Reasoning

Dongwei Jiang, Guoxuan Wang, Yining Lu, Andrew Wang, Jingyu Zhang, Chuyu Liu +2

ACL 2025long

The reasoning steps generated by LLMs might be incomplete, as they mimic logical leaps common in everyday communication found in their pre-training data: underlying rationales are frequently left implicit (unstated). To address this challenge, we introduce RATIONALYST, a model for process-supervisio…

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