Cover Image

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

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Mingming, Shi, Pengfei, Xiao, Zhiqing, Zhao, Feng, Sun, Guandong, Kang, Yulin, Gao, Ruizhe, Wang, Ningtao, Fu, Xing, Wang, Weiqiang, Zhao, Junbo
Format:	Preprint
Published:	2026
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Beyond Tree Models: A Hybrid Model of KAN and gMLP for Large-Scale Financial Tabular Data
by: Zhang, Mingming, et al.
Published: (2024)

TabEmbed: Benchmarking and Learning Generalist Embeddings for Tabular Understanding
by: Qiang, Minjie, et al.
Published: (2026)

Ultra-imbalanced classification guided by statistical information
by: Jin, Yin, et al.
Published: (2024)

AIGT: AI Generative Table Based on Prompt
by: Zhang, Mingming, et al.
Published: (2024)

ALPS: Attention Localization and Pruning Strategy for Efficient Alignment of Large Language Models
by: Chen, Hao, et al.
Published: (2025)

Estimating Conditional Average Treatment Effects via Sufficient Representation Learning
by: Shi, Pengfei, et al.
Published: (2024)

Chinese ModernBERT with Whole-Word Masking
by: Zhao, Zeyu, et al.
Published: (2025)

D.Va: Validate Your Demonstration First Before You Use It
by: Zhang, Qi, et al.
Published: (2025)

From Parameters to Data: A Task-Parameter-Guided Fine-Tuning Pipeline for Efficient LLM Alignment
by: Chen, Hao, et al.
Published: (2026)

From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards
by: Chen, Ziyu, et al.
Published: (2024)

Improved Personalized Headline Generation via Denoising Fake Interests from Implicit Feedback
by: Liu, Kejin, et al.
Published: (2025)

MVNet: Hyperspectral Remote Sensing Image Classification Based on Hybrid Mamba-Transformer Vision Backbone Architecture
by: Li, Guandong, et al.
Published: (2025)

Transparent, Anti‐Fouling and Mechanically Stable Coating with Hybrid Architecture Inspired by Corn Bracts‐Coating Strategy
by: Yixue Wang, et al.
Published: (2025)

SPA++: Generalized Graph Spectral Alignment for Versatile Domain Adaptation
by: Xiao, Zhiqing, et al.
Published: (2025)

Table as a Modality for Large Language Models
by: Li, Liyao, et al.
Published: (2025)

Dynamics of Human-AI Collective Knowledge on the Web: A Scalable Model and Insights for Sustainable Growth
by: Nettasinghe, Buddhika, et al.
Published: (2026)

InfoMamba: An Attention-Free Hybrid Mamba-Transformer Model
by: Wang, Youjin, et al.
Published: (2026)

TFWT: Tabular Feature Weighting with Transformer
by: Zhang, Xinhao, et al.
Published: (2024)

Neural Field Transformations for Hybrid Monte Carlo: Architectural Design and Scaling
by: He, Jinchen, et al.
Published: (2025)

TILBench: A Systematic Benchmark for Tabular Imbalanced Learning Across Data Regimes
by: Liu, Ruizhe, et al.
Published: (2026)

Bayesian Differentiable Physics for Cloth Digitalization
by: Gong, Deshan, et al.
Published: (2024)

Beyond Classical Attention: Quantum Attention for Scalable Computation
by: Guo, Xuyang, et al.
Published: (2023)

MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement
by: Wang, Zifeng, et al.
Published: (2023)

Revisiting Convolution Architecture in the Realm of DNA Foundation Models
by: Bo, Yu, et al.
Published: (2025)

Stability of sp 3 Hybridized Amorphous Carbon and its Transformation to Nanodiamond
by: Yifan Zhao, et al.
Published: (2025)

Anytime Neural Architecture Search on Tabular Data
by: Xing, Naili, et al.
Published: (2024)

Leveraging the Spatial Hierarchy: Coarse-to-fine Trajectory Generation via Cascaded Hybrid Diffusion
by: Guo, Baoshen, et al.
Published: (2025)

Jailbreaking Prompt Attack: A Controllable Adversarial Attack against Diffusion Models
by: Ma, Jiachen, et al.
Published: (2024)

Quantum Speedup for Spectral Approximation of Kronecker Products
by: Gao, Yeqi, et al.
Published: (2024)

Designed Catalytic Templates for the Universal Synthesis of Metal/Nitrogen‐Doped Carbon Nanotubes with Hierarchical Architectures for Enhanced Oxygen Reduction
by: Hong Huang, et al.
Published: (2025)

An Invariant Latent Space Perspective on Language Model Inversion
by: Ye, Wentao, et al.
Published: (2025)

Engineering Hafnium Oxide‐Based Nanoplatforms for Precision Radiosensitization
by: Mingming Gao, et al.
Published: (2026)

TraPO: A Semi-Supervised Reinforcement Learning Framework for Boosting LLM Reasoning
by: Yang, Shenzhi, et al.
Published: (2025)

TabTreeFormer: Tabular Data Generation Using Hybrid Tree-Transformer
by: Li, Jiayu, et al.
Published: (2025)

Unleashing the Power of Image-Tabular Self-Supervised Learning via Breaking Cross-Tabular Barriers
by: Fu, Yibing, et al.
Published: (2025)

Hydrodynamics of polydisperse gas-solid flows: Kinetic theory and multifluid simulation
by: Zhao, Bidan, et al.
Published: (2023)

Dynamic Modeling of Data-Center Power Delivery for Power System Resonance Analysis
by: Zhao, Xingyu, et al.
Published: (2026)

Scalable Volt-VAR Optimization using RLlib-IMPALA Framework: A Reinforcement Learning Approach
by: Selim, Alaa, et al.
Published: (2024)

Towards Cross-Table Masked Pretraining for Web Data Mining
by: Ye, Chao, et al.
Published: (2023)

Cervical Dystonia Caused by Variant of ATP13A2 Responsive to Subthalamic Deep Brain Stimulation
by: Mingming Zhao, et al.
Published: (2024)