EiHi Net: Out-of-Distribution Generalization Paradigm. - Qinglai Wei; Beiming Yuan; Diancheng Chen (CoRR, 2022)

Raven solver: From perception to reasoning. - Qinglai Wei; Diancheng Chen; Beiming Yuan; Peijun Ye 001 (Inf. Sci., 2023)

Solving the bongard-logo problem by modeling a probabilistic model. - Ruizhuo Song; Beiming Yuan (CoRR, 2024)

Triple-CFN: Restructuring Conceptual Spaces for Enhancing Abstract Reasoning process. - Ruizhuo Song; Beiming Yuan (CoRR, 2024)

D4C glove-train: solving the RPM and Bongard-logo problem by distributing and Circumscribing concepts. - Ruizhuo Song; Beiming Yuan (CoRR, 2024)

Funny-Valen-Tine: Planning Solution Distribution Enhances Machine Abstract Reasoning Ability. - Ruizhuo Song; Beiming Yuan (CoRR, 2024)

Intelligent Damage Detection for High Strength Bolts on Wind Turbines Based on Deep Cognitive Method. - Lüeshi Li; Beiming Yuan; Lu Liu 002; Ruizhuo Song (IEEE Access, 2025)

Multi-Viewpoint and Multi-Evaluation With Felicitous Inductive Bias Boost Machine Abstract Reasoning Ability. - Qinglai Wei; Diancheng Chen; Beiming Yuan (IEEE Trans. Image Process., 2025)

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability. - Ruizhuo Song; Beiming Yuan (CoRR, 2025)