Pengfei Shi

Ant Group

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Distributed Systems & Hardware (1)Training Efficiency & Optimization (1)

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Mingming Zhang (1)Mingming Zhang (1)Pengfei Shi (1)Zhiqing Xiao (1)

Papers (1)

Feb 26, 2026

2w ago·also Ant Group

KMLP: A Scalable Hybrid Architecture for Web-Scale Tabular Data Modeling

Ditch the manual feature engineering: KMLP's hybrid KAN-gMLP architecture automatically learns complex feature transformations and interactions, outperforming GBDTs on web-scale tabular data.

Mingming Zhang, Mingming Zhang, Pengfei Shi +10

Architecture Design (Transformers, SSMs, MoE)Distributed Systems & Hardware Training Efficiency & Optimization

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Pengfei Shi

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)