Huang Xin
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View article: NaTex: Seamless Texture Generation as Latent Color Diffusion
NaTex: Seamless Texture Generation as Latent Color Diffusion Open
We present NaTex, a native texture generation framework that predicts texture color directly in 3D space. In contrast to previous approaches that rely on baking 2D multi-view images synthesized by geometry-conditioned Multi-View Diffusion …
View article: NaTex: Seamless Texture Generation as Latent Color Diffusion
NaTex: Seamless Texture Generation as Latent Color Diffusion Open
We present NaTex, a native texture generation framework that predicts texture color directly in 3D space. In contrast to previous approaches that rely on baking 2D multi-view images synthesized by geometry-conditioned Multi-View Diffusion …
View article: NaTex: Seamless Texture Generation as Latent Color Diffusion
NaTex: Seamless Texture Generation as Latent Color Diffusion Open
We present NaTex, a native texture generation framework that predicts texture color directly in 3D space. In contrast to previous approaches that rely on baking 2D multi-view images synthesized by geometry-conditioned Multi-View Diffusion …
View article: Bridging the genotype-phenotype gap with generative artificial intelligence
Bridging the genotype-phenotype gap with generative artificial intelligence Open
The genotype-phenotype gap is a persistent barrier to complex trait genetic dissection, worsened by the explosive growth of genomic data (1.5 billion variants identified in the UK Biobank WGS study) alongside persistently scarce and subjec…
View article: An FPTAS for 7/9-Approximation to Maximin Share Allocations
An FPTAS for 7/9-Approximation to Maximin Share Allocations Open
We present a new algorithm that achieves a $\frac{7}{9}$-approximation for the maximin share (MMS) allocation of indivisible goods under additive valuations, improving the current best ratio of $\frac{10}{13}$ (Heidari et al., SODA 2026). …
View article: Bridging the genotype-phenotype gap with generative artificial intelligence
Bridging the genotype-phenotype gap with generative artificial intelligence Open
The genotype-phenotype gap is a persistent barrier to complex trait genetic dissection, worsened by the explosive growth of genomic data (1.5 billion variants identified in the UK Biobank WGS study) alongside persistently scarce and subjec…
View article: An FPTAS for 7/9-Approximation to Maximin Share Allocations
An FPTAS for 7/9-Approximation to Maximin Share Allocations Open
We present a new algorithm that achieves a $\frac{7}{9}$-approximation for the maximin share (MMS) allocation of indivisible goods under additive valuations, improving the current best ratio of $\frac{10}{13}$ (Heidari et al., SODA 2026). …
View article: An FPTAS for 7/9-Approximation to Maximin Share Allocations
An FPTAS for 7/9-Approximation to Maximin Share Allocations Open
We present a new algorithm that achieves a $\frac{7}{9}$-approximation for the maximin share (MMS) allocation of indivisible goods under additive valuations, improving the current best ratio of $\frac{10}{13}$ (Heidari et al., SODA 2026). …
View article: Muscle-specific MRI grading of soft tissue involvement provides additional prognostic value beyond skull base criteria in nasopharyngeal carcinoma: a retrospective study
Muscle-specific MRI grading of soft tissue involvement provides additional prognostic value beyond skull base criteria in nasopharyngeal carcinoma: a retrospective study Open
View article: Muscle-specific MRI grading of soft tissue involvement provides additional prognostic value beyond skull base criteria in nasopharyngeal carcinoma: a retrospective study
Muscle-specific MRI grading of soft tissue involvement provides additional prognostic value beyond skull base criteria in nasopharyngeal carcinoma: a retrospective study Open
Background In the 9th edition of the AJCC/UICC staging system for nasopharyngeal carcinoma (NPC), soft tissue extension to, but not beyond, the lateral pterygoid (LP) muscle is classified as stage T2 disease. Invasion beyond the LP into th…
View article: SoySA10: National 10-m soybean maps for South Africa from 2018 to 2025
SoySA10: National 10-m soybean maps for South Africa from 2018 to 2025 Open
The SoySA10 dataset comprises:***Soybean distribution maps for South Africa (2018–2025, .tif)***Soybean field type maps for South Africa (2018–2025, .tif)***Soy-cultivation change map for South Africa between the periods of 2018–2020 and 2…
View article: SoySA10: National 10-m soybean maps for South Africa from 2018 to 2025
SoySA10: National 10-m soybean maps for South Africa from 2018 to 2025 Open
The SoySA10 dataset comprises:***Soybean distribution maps for South Africa (2018–2025, .tif)***Soybean field type maps for South Africa (2018–2025, .tif)***Soy-cultivation change map for South Africa between the periods of 2018–2020 and 2…
View article: Acquiring Common Chinese Emotional Events Using Large Language Model
Acquiring Common Chinese Emotional Events Using Large Language Model Open
Knowledge about emotional events is an important kind of knowledge which has been applied to improve the effectiveness of different applications. However, emotional events cannot be easily acquired, especially common or generalized emotion…
View article: Acquiring Common Chinese Emotional Events Using Large Language Model
Acquiring Common Chinese Emotional Events Using Large Language Model Open
Knowledge about emotional events is an important kind of knowledge which has been applied to improve the effectiveness of different applications. However, emotional events cannot be easily acquired, especially common or generalized emotion…
View article: R-PRM: Reasoning-Driven Process Reward Modeling
R-PRM: Reasoning-Driven Process Reward Modeling Open
Process Reward Models (PRMs) have emerged as a promising solution to address the reasoning mistakes of large language models (LLMs). However, existing PRMs typically output evaluation scores directly, limiting both learning efficiency and …
View article: Understanding LLMs' Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From
Understanding LLMs' Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From Open
Cross-lingual context retrieval (extracting contextual information in one language based on requests in another) is a fundamental aspect of cross-lingual alignment, but the performance and mechanism of it for large language models (LLMs) r…
View article: The Blockwise Navarro Alperin Weight Conjecture for Double Covers of Symmetric and Alternating Groups
The Blockwise Navarro Alperin Weight Conjecture for Double Covers of Symmetric and Alternating Groups Open
We prove the blockwise Navarro Alperin weight conjecture for double covers of symmetric and alternating groups.
View article: Remote Sensing Image Intelligent Interpretation with the Language-Centered Perspective: Principles, Methods and Challenges
Remote Sensing Image Intelligent Interpretation with the Language-Centered Perspective: Principles, Methods and Challenges Open
The mainstream paradigm of remote sensing image interpretation has long been dominated by vision-centered models, which rely on visual features for semantic understanding. However, these models face inherent limitations in handling multi-m…
View article: M-DocSum: Do LVLMs Genuinely Comprehend Interleaved Image-Text in Document Summarization?
M-DocSum: Do LVLMs Genuinely Comprehend Interleaved Image-Text in Document Summarization? Open
We investigate a critical yet under-explored question in Large Vision-Language Models (LVLMs): Do LVLMs genuinely comprehend interleaved image-text in the document? Existing document understanding benchmarks often assess LVLMs using questi…
View article: <strong>Mechanisms of ion migration in droplet coalescence and non-coalescence behaviors under direct current electric fields</strong>
<strong>Mechanisms of ion migration in droplet coalescence and non-coalescence behaviors under direct current electric fields</strong> Open
In electrostatic coalescence, ion migration in controlling the critical transition between coalescence and non-coalescence remains unclear. This study employs many-body dissipative particle dynamics simulations to examine ion migration und…
View article: Supporting material
Supporting material Open
1.A mapping rule of the MDPD units and the real units 2.Data Availability Statement
View article: Simultaneous management of kidney stones and ureteral strictures using tip-bendable ureteral access sheath assisted transabdominal approach combined with laparoscopic upper urinary tract reconstruction
Simultaneous management of kidney stones and ureteral strictures using tip-bendable ureteral access sheath assisted transabdominal approach combined with laparoscopic upper urinary tract reconstruction Open
Purpose The treatment of ureteral strictures combined with kidney stones often necessitates staged surgical intervention, increasing the patient burden and leading to the inefficient use of medical resources. This study aimed to evaluate t…
View article: <strong>Mechanisms of ion migration in droplet coalescence and non-coalescence behaviors under direct current electric fields</strong>
<strong>Mechanisms of ion migration in droplet coalescence and non-coalescence behaviors under direct current electric fields</strong> Open
In electrostatic coalescence, ion migration in controlling the critical transition between coalescence and non-coalescence remains unclear. This study employs many-body dissipative particle dynamics simulations to examine ion migration und…
View article: Simultaneous management of kidney stones and ureteral strictures using tip-bendable ureteral access sheath assisted transabdominal approach combined with laparoscopic upper urinary tract reconstruction
Simultaneous management of kidney stones and ureteral strictures using tip-bendable ureteral access sheath assisted transabdominal approach combined with laparoscopic upper urinary tract reconstruction Open
Purpose The treatment of ureteral strictures combined with kidney stones often necessitates staged surgical intervention, increasing the patient burden and leading to the inefficient use of medical resources. This study aimed to evaluate t…
View article: Additional file 1 of Simultaneous management of kidney stones and ureteral strictures using tip-bendable ureteral access sheath assisted transabdominal approach combined with laparoscopic upper urinary tract reconstruction
Additional file 1 of Simultaneous management of kidney stones and ureteral strictures using tip-bendable ureteral access sheath assisted transabdominal approach combined with laparoscopic upper urinary tract reconstruction Open
Supplementary Material 1.
View article: Supporting material
Supporting material Open
1.A mapping rule of the MDPD units and the real units 2.Data Availability Statement
View article: Additional file 1 of Simultaneous management of kidney stones and ureteral strictures using tip-bendable ureteral access sheath assisted transabdominal approach combined with laparoscopic upper urinary tract reconstruction
Additional file 1 of Simultaneous management of kidney stones and ureteral strictures using tip-bendable ureteral access sheath assisted transabdominal approach combined with laparoscopic upper urinary tract reconstruction Open
Supplementary Material 1.
View article: Referee report. For: Association between type 2 diabetes and periodontitis: a population-based study in the North Peru [version 3; peer review: 2 approved]
Referee report. For: Association between type 2 diabetes and periodontitis: a population-based study in the North Peru [version 3; peer review: 2 approved] Open
View article: Referee report. For: Association between type 2 diabetes and periodontitis: a population-based study in the North Peru [version 2; peer review: 2 approved]
Referee report. For: Association between type 2 diabetes and periodontitis: a population-based study in the North Peru [version 2; peer review: 2 approved] Open