Shu, Xiang

4 publications

ICLR 2025 LLMOPT: Learning to Define and Solve General Optimization Problems from Scratch Caigao Jiang, Xiang Shu, Hong Qian, Xingyu Lu, Jun Zhou, Aimin Zhou, Yang Yu

IJCAI 2025 Relation-Augmented Dueling Bayesian Optimization via Preference Propagation Xiang Xia, Xiang Shu, Shuo Liu, Yiyi Zhu, Yijie Zhou, Weiye Wang, Bingdong Li, Hong Qian

ICLR 2025 SOO-Bench: Benchmarks for Evaluating the Stability of Offline Black-Box Optimization Hong Qian, Yiyi Zhu, Xiang Shu, Shuo Liu, Yaolin Wen, Xin An, Huakang Lu, Aimin Zhou, Ke Tang, Yang Yu

AAAI 2023 High-Dimensional Dueling Optimization with Preference Embedding Yangwenhui Zhang, Hong Qian, Xiang Shu, Aimin Zhou