A semi-supervised deep forest framework based on margin distribution optimization for tabular data. - Shen-Huan Lyu; Jia-Le Xu; Yi-Xiao He; Yanyan Wang 001; Baoliu Ye; Qingfu Zhang 001 (Inf. Sci., 2026)

Enhance and Reuse: A Dual-Mechanism Approach to Boost Deep Forest for Label Distribution Learning. - Jia-Le Xu; Shen-Huan Lyu; Yu-Nian Wang; Ning Chen; Zhihao Qu; Bin Tang 002; Baoliu Ye (CoRR, 2026)

CDEoH: Category-Driven Automatic Algorithm Design With Large Language Models. - Yu-Nian Wang; Shen-Huan Lyu; Ning Chen; Jia-Le Xu; Baoliu Ye; Qingfu Zhang 001 (CoRR, 2026)