Shuai Dou — accepted AI-conference papers

2024

AuctionNet: A Novel Benchmark for Decision-Making in Large-Scale Games

Kefan Su, Yusen Huo, Zhilin Zhang, Shuai Dou, Chuan Yu, Jian Xu +2

NeurIPS 2024spotlight

Decision-making in large-scale games is an essential research area in artificial intelligence (AI) with significant real-world impact. However, the limited access to realistic large-scale game environments has hindered research progress in this area. In this paper, we present AuctionNet, a benchmark…

Cited by 3 Source ↗code ↗Scholar ↗

2022

Focus-Driven Contrastive Learning for Medical Question Summarization

Ming Zhang, Shuai Dou, Ziyang Wang, Yunfang Wu

COLING 2022main

Automatic medical question summarization can significantly help the system to understand consumer health questions and retrieve correct answers. The Seq2Seq model based on maximum likelihood estimation (MLE) has been applied in this task, which faces two general problems: the model can not capture w…

Cited by 10 Source ↗PDF ↗Scholar ↗