Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries. - Ganlin Xu; Zhoujia Zhang; Wangyi Mei; Jiaqing Liang; Weijia Lu; Xiaodong Zhang; Zhifei Yang; Xiaofeng Ma; Yanghua Xiao; Deqing Yang (ACL (Findings), 2025)

OS-MAP: How Far Can Computer-Using Agents Go in Breadth and Depth? - Xuetian Chen; Yinghao Chen; Xinfeng Yuan; Zhuo Peng; Lu Chen; Yuekeng Li; Zhoujia Zhang; Yingqian Huang; Leyan Huang; Jiaqing Liang; Tianbao Xie; Zhiyong Wu 003; et al. (CoRR, 2025)