Multivariable Case Adaptation Method of Case-Based Reasoning Based on Multi-Case Clusters and Multi-Output Support Vector Machine for Equipment Maintenance Cost Prediction. - Mingchi Lin; Dubo He; Shengxiang Sun (IEEE Access, 2021)

Exploring knowledge graph-based neural-symbolic system from application perspective. - Shenzhe Zhu; Shengxiang Sun (CoRR, 2024)

Searching Realistic-Looking Adversarial Objects For Autonomous Driving Systems. - Shengxiang Sun; Shenzhe Zhu (CoRR, 2024)

Multi-target HSIC-Lasso via exploiting target correlations. - Dubo He; Shengxiang Sun; Li Xie (Expert Syst. Appl., 2024)

Multi-target feature selection with subspace learning and manifold regularization. - Dubo He; Shengxiang Sun; Li Xie (Neurocomputing, 2024)

Manual2Skill: Learning to Read Manuals and Acquire Robotic Skills for Furniture Assembly Using Vision-Language Models. - Chenrui Tie; Shengxiang Sun; Jinxuan Zhu; Yiwei Liu; Jingxiang Guo; Yue Hu; Haonan Chen; Junting Chen; Ruihai Wu; Lin Shao 002 (CoRR, 2025)

SAFE: Multitask Failure Detection for Vision-Language-Action Models. - Qiao Gu; Yuanliang Ju; Shengxiang Sun; Igor Gilitschenski; Haruki Nishimura; Masha Itkina; Florian Shkurti (CoRR, 2025)

Manual2Skill++: Connector-Aware General Robotic Assembly from Instruction Manuals via Vision-Language Models. - Chenrui Tie; Shengxiang Sun; Yudi Lin; Yanbo Wang; Zhongrui Li; Zhouhan Zhong; Jinxuan Zhu; Yiman Pang; Haonan Chen; Junting Chen; Ruihai Wu; Lin Shao (CoRR, 2025)