AutoDSL: Automated domain-specific language design for structural representation of procedures with constraints. - Yu-Zhe Shi; Haofei Hou; Zhangqian Bi; Fanxu Meng 004; Xiang Wei; Lecheng Ruan; Qining Wang (ACL (1), 2024)

Abstract Hardware Grounding Towards the Automated Design of Automation Systems. - Yu-Zhe Shi; Qiao Xu; Fanxu Meng 004; Lecheng Ruan; Qining Wang (ICIRA (7), 2024)

Expert-level protocol translation for self-driving labs. - Yu-Zhe Shi; Fanxu Meng 004; Haofei Hou; Zhangqian Bi; Qiao Xu; Lecheng Ruan; Qining Wang (NeurIPS, 2024)

Hierarchically Encapsulated Representation for Protocol Design in Self-Driving Labs. - Yu-Zhe Shi; Mingchen Liu; Fanxu Meng 004; Qiao Xu; Zhangqian Bi; Kun He 001; Lecheng Ruan; Qining Wang (ICLR, 2025)

BioPIE: A Biomedical Protocol Information Extraction Dataset for High-Reasoning-Complexity Experiment Question Answer. - Haofei Hou; Shunyi Zhao; Fanxu Meng 004; Kairui Yang; Lecheng Ruan; Qining Wang (CoRR, 2026)