RealWeb: A Benchmark for Universal Instruction Following in Realistic Web Services Navigation. - Bolin Zhang; Shiyun Xiong; Dianbo Sui; Yunzhe Xu; Zhiying Tu; Dianhui Chu (ICWS, 2024)

Guiding VLM Agents with Process Rewards at Inference Time for GUI Navigation. - Zhiyuan Hu; Shiyun Xiong; Yifan Zhang 004; See-Kiong Ng; Anh Tuan Luu; Bo An 001; Shuicheng Yan; Bryan Hooi (CoRR, 2025)

BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum. - Yubin Kim 002; Zhiyuan Hu; Hyewon Jeong; Eugene Park; Shuyue Stella Li; Chanwoo Park; Shiyun Xiong; Mingyu Lu; Hyeonhoon Lee; Xin Liu 034; Daniel McDuff; Cynthia Breazeal; et al. (CoRR, 2025)