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20242026
most citedLimiX: Unleashing Structured-Data Modeling Capability for Generalist Intelligence

3 citations · 5 across the 13 of their papers we have counts for

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9 papers · 1 filter

physics.optics2025

A Novel Noise Analysis Method for Frequency Transfer System by Using ADEV Combine with EMD-WT

Xuan Yang. Junhui Li, Bin Luo, Ziyang Chen +1

In precision frequency transfer systems, stringent requirements are imposed on the phase stability of transmitted signals. Throughout the transmission process, the inherent challen…

cs.LG2025

Dual-Path Region-Guided Attention Network for Ground Reaction Force and Moment Regression

Xuan Li, Samuel Bello

Accurate estimation of three-dimensional ground reaction forces and moments (GRFs/GRMs) is crucial for both biomechanics research and clinical rehabilitation evaluation. In this st…

cs.LG2025

DK-Root: A Joint Data-and-Knowledge-Driven Framework for Root Cause Analysis of QoE Degradations in Mobile Networks

Qizhe Li, Haolong Chen, Jiansheng Li +7

Diagnosing the root causes of Quality of Experience (QoE) degradations in operational mobile networks is challenging due to complex cross-layer interactions among kernel performanc…

cs.SI2025

Fast Unbiased Sampling of Networks with Given Expected Degrees and Strengths

Xuanchi Li, Xin Wang, Sadamori Kojaku

The configuration model is a cornerstone of statistical assessment of network structure. While the Chung-Lu model is among the most widely used configuration models, it systematica…

cs.LG2025★ 3 cited

LimiX: Unleashing Structured-Data Modeling Capability for Generalist Intelligence

Xingxuan Zhang, Gang Ren, Han Yu +35

We argue that progress toward general intelligence requires complementary foundation models grounded in language, the physical world, and structured data. This report presents Limi…

cs.CV2025

DeCoT: Decomposing Complex Instructions for Enhanced Text-to-Image Generation with Large Language Models

Xiaochuan Lin, Xiangyong Chen, Xuan Li +1

Despite remarkable advancements, current Text-to-Image (T2I) models struggle with complex, long-form textual instructions, frequently failing to accurately render intricate details…

cs.CL2025

From Surface to Semantics: Semantic Structure Parsing for Table-Centric Document Analysis

Xuan Li, Jialiang Dong, Raymond Wong

Documents are core carriers of information and knowl-edge, with broad applications in finance, healthcare, and scientific research. Tables, as the main medium for structured data,…

cond-mat.soft2025★ 2 cited

Rheology of bidisperse suspensions at the colloidal-to-granular transition

Xuan Li, John R. Royer, Christopher Ness

We use particle-based simulation to study the rheology of dense suspensions comprising mixtures of small colloids and larger grains, which exhibit shear thinning at low shear rates…

math.AP2025

Energy identity for Ginzburg-Landau approximation of harmonic maps

Xuanyu Li

Given two Riemannian manifolds and , we consider the energy concentration phenomena of the penalized energy functional $$E_ε(u)=\int_M\frac{\vert\nabla u\…