Jingyuan Deng
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View article: MaskCD: Mitigating LVLM Hallucinations by Image Head Masked Contrastive Decoding
MaskCD: Mitigating LVLM Hallucinations by Image Head Masked Contrastive Decoding Open
Large vision-language models (LVLMs) have shown remarkable performance in visual-language understanding for downstream multimodal tasks. While their capabilities are improving, problems emerge simultaneously. Among those problems, the hall…
View article: Learning to Align, Aligning to Learn: A Unified Approach for Self-Optimized Alignment
Learning to Align, Aligning to Learn: A Unified Approach for Self-Optimized Alignment Open
Alignment methodologies have emerged as a critical pathway for enhancing language model alignment capabilities. While SFT (supervised fine-tuning) accelerates convergence through direct token-level loss intervention, its efficacy is constr…
View article: Characteristic of motor-related cortical network during stimulating at the affected or bilateral limbs of stroke patients by acupuncture
Characteristic of motor-related cortical network during stimulating at the affected or bilateral limbs of stroke patients by acupuncture Open
View article: MaskCD: Mitigating LVLM Hallucinations by Image Head Masked Contrastive Decoding
MaskCD: Mitigating LVLM Hallucinations by Image Head Masked Contrastive Decoding Open
View article: Unraveling the Role of Public Crowds in Driving Innovation for Technology Product Development
Unraveling the Role of Public Crowds in Driving Innovation for Technology Product Development Open
View article: Robust and Minimally Invasive Watermarking for EaaS
Robust and Minimally Invasive Watermarking for EaaS Open
View article: N6-methyladenosine-driven miR-143/145-KLF4 circuit orchestrates the phenotypic switch of pulmonary artery smooth muscle cells
N6-methyladenosine-driven miR-143/145-KLF4 circuit orchestrates the phenotypic switch of pulmonary artery smooth muscle cells Open
Pulmonary hypertension (PH) is characterized by vascular remodeling predominantly driven by a phenotypic switching in pulmonary artery smooth muscle cells (PASMCs). However, the underlying mechanisms for this phenotypic alteration remain i…
View article: Study on the impact of low‐temperature stress on winter wheat based on multi‐model coupling
Study on the impact of low‐temperature stress on winter wheat based on multi‐model coupling Open
Crop growth models, such as the WOrld FOod STudies (WOFOST) model, mimic the mechanistic processes involved in crop development, growth, and yield production. The accuracy of simulation is decreased in unfavorable low‐temperature settings …
View article: Towards Scalability and Extensibility of Query Reformulation Modeling in E-commerce Search
Towards Scalability and Extensibility of Query Reformulation Modeling in E-commerce Search Open
Customer behavioral data significantly impacts e-commerce search systems. However, in the case of less common queries, the associated behavioral data tends to be sparse and noisy, offering inadequate support to the search mechanism. To add…
View article: The characteristics of brain network in patient with post-stroke depression under cognitive task condition
The characteristics of brain network in patient with post-stroke depression under cognitive task condition Open
Objectives Post-stroke depression (PSD) may be associated with the altered brain network property. This study aimed at exploring the brain network characteristics of PSD under the classic cognitive task, i.e., the oddball task, in order to…
View article: Machine learning models for stroke detection by observing the eye-movement features under five-color visual stimuli in traditional Chinese medicine
Machine learning models for stroke detection by observing the eye-movement features under five-color visual stimuli in traditional Chinese medicine Open
Objective: To develop a novel diagnostic modality to identify and diagnose stroke in daily life scenarios for improving the therapeutic effects and prognoses of patients. Methods: In this study, 16 stroke patients and 24 age-matched health…
View article: Improving Relevance Quality in Product Search using High-Precision Query-Product Semantic Similarity
Improving Relevance Quality in Product Search using High-Precision Query-Product Semantic Similarity Open
Ensuring relevance quality in product search is a critical task as it impacts the customer's ability to find intended products in the short-term as well as the general perception and trust of the e-commerce system in the long term. In this…
View article: Spelling Correction using Phonetics in E-commerce Search
Spelling Correction using Phonetics in E-commerce Search Open
In E-commerce search, spelling correction plays an important role to find desired products for customers in processing user-typed search queries. However, resolving phonetic errors is a critical but much overlooked area. The query with pho…
View article: QKI 6 ameliorates CIRI through promoting synthesis of triglyceride in neuron and inhibiting neuronal apoptosis associated with SIRT1‐PPARγ‐PGC‐1α axis
QKI 6 ameliorates CIRI through promoting synthesis of triglyceride in neuron and inhibiting neuronal apoptosis associated with SIRT1‐PPARγ‐PGC‐1α axis Open
Background The stroke induced by ischemia of brain remains high incidence and death rate. The study wanted to confirm the effects of Quaking 6 (QKI 6) on the protection role in neurons of rat model of cerebral ischemia/reperfusion injury (…
View article: Author response for "QKI 6 ameliorates CIRI through promoting synthesis of triglyceride in neuron and inhibiting neuronal apoptosis associated with SIRT1‐PPARγ‐PGC‐1α axis"
Author response for "QKI 6 ameliorates CIRI through promoting synthesis of triglyceride in neuron and inhibiting neuronal apoptosis associated with SIRT1‐PPARγ‐PGC‐1α axis" Open
View article: Incentivized Bandit Learning with Self-Reinforcing User Preferences
Incentivized Bandit Learning with Self-Reinforcing User Preferences Open
In this paper, we investigate a new multi-armed bandit (MAB) online learning model that considers real-world phenomena in many recommender systems: (i) the learning agent cannot pull the arms by itself and thus has to offer rewards to user…
View article: QKI 6 ameliorates CIRI through promoting synthesis of triglyceride in neuron and inhibiting neuronal apoptosis associated with SIRT1-PPARγ-PGC-1α axis
QKI 6 ameliorates CIRI through promoting synthesis of triglyceride in neuron and inhibiting neuronal apoptosis associated with SIRT1-PPARγ-PGC-1α axis Open
The stroke induced by ischemia of brain remains high incidence and death rate. The study wanted to confirm the effects of QKI 6 on the protection role in neurons of rat model of cerebral ischemia/reperfusion injury (CIRI). The rat model wi…
View article: In utero gene expression in the Slc39a8(neo/neo) knockdown mouse
In utero gene expression in the Slc39a8(neo/neo) knockdown mouse Open
View article: MAST: a flexible statistical framework for assessing transcriptional changes and characterizing heterogeneity in single-cell RNA sequencing data
MAST: a flexible statistical framework for assessing transcriptional changes and characterizing heterogeneity in single-cell RNA sequencing data Open
View article: Mastdata: Mast Presubmission
Mastdata: Mast Presubmission Open
Data to reproduce figures in the MAST single cell sequencing paper. NEWS for 1.0.1 Added a missing data file.
View article: MAST: A flexible statistical framework for assessing transcriptional changes and characterizing heterogeneity in single-cell RNA-seq data.
MAST: A flexible statistical framework for assessing transcriptional changes and characterizing heterogeneity in single-cell RNA-seq data. Open
Single-cell transcriptomic profiling enables the unprecedented interrogation of gene expression heterogeneity in rare cell populations that would otherwise be obscured in bulk RNA sequencing experiments. The stochastic nature of transcript…
View article: MASTdata: MAST presubmission
MASTdata: MAST presubmission Open
Data to reproduce figures in the MAST single cell sequencing paper.
View article: Network-Based Analysis on Orthogonal Separation of Human Plasma Uncovers Distinct High Density Lipoprotein Complexes
Network-Based Analysis on Orthogonal Separation of Human Plasma Uncovers Distinct High Density Lipoprotein Complexes Open
High density lipoprotein (HDL) particles are blood-borne complexes whose plasma levels have been associated with protection from cardiovascular disease (CVD). Recent studies have demonstrated the existence of distinct HDL subspecies; howev…