To think inside the box, or to think out of the box? Scientific discovery via the reciprocation of insights and concepts. - Yu-Zhe Shi; Manjie Xu; Wenjuan Han; Yixin Zhu 001 (CoRR, 2022)

PersLEARN: Research Training through the Lens of Perspective Cultivation. - Yu-Zhe Shi; Shiqian Li; Xinyi Niu; Qiao Xu; Jiawen Liu; Yifan Xu; Shiyu Gu; Bingru He; Xinyang Li; Xinyu Zhao; Zijian Zhao; Yidong Lyu; et al. (ACL (demo), 2023)

On the Complexity of Bayesian Generalization. - Yu-Zhe Shi; Manjie Xu; John E. Hopcroft; Kun He 001; Joshua B. Tenenbaum; Song-Chun Zhu; Ying Nian Wu; Wenjuan Han; Yixin Zhu 001 (ICML, 2023)

AutoDSL: Automated domain-specific language design for structural representation of procedures with constraints. - Yu-Zhe Shi; Haofei Hou; Zhangqian Bi; Fanxu Meng; 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; Lecheng Ruan; Qining Wang (ICIRA (7), 2024)

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

Constraint Representation Towards Precise Data-Driven Storytelling. - Yu-Zhe Shi; Haotian Li 001; Lecheng Ruan; Huamin Qu (GEN4DS@VIS, 2024)

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

Targeted control of fast prototyping through domain-specific interface. - Yu-Zhe Shi; Mingchen Liu; Hanlu Ma; Qiao Xu; Huamin Qu; Kun He 001; Lecheng Ruan; Qining Wang (CoRR, 2025)