Jianwei Yin
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View article: Video-QTR: Query-Driven Temporal Reasoning Framework for Lightweight Video Understanding
Video-QTR: Query-Driven Temporal Reasoning Framework for Lightweight Video Understanding Open
The rapid development of multimodal large-language models (MLLMs) has significantly expanded the scope of visual language reasoning, enabling unified systems to interpret and describe complex visual content. However, applying these models …
View article: Completion by Comprehension: Guiding Code Generation with Multi-Granularity Understanding
Completion by Comprehension: Guiding Code Generation with Multi-Granularity Understanding Open
As code completion task from function-level to repository-level, leveraging contextual information from large-scale codebases becomes a core challenge. However, existing retrieval-augmented generation (RAG) methods typically treat code as …
View article: Vegapunk: Accurate and Fast Decoding for Quantum LDPC Codes with Online Hierarchical Algorithm and Sparse Accelerator
Vegapunk: Accurate and Fast Decoding for Quantum LDPC Codes with Online Hierarchical Algorithm and Sparse Accelerator Open
View article: Biomechanical design of titanium-PEEK combined fusion cage based on PLIF surgical model
Biomechanical design of titanium-PEEK combined fusion cage based on PLIF surgical model Open
Fusion devices play a critical role in lumbar fusion surgery. Titanium alloy fusion devices offer good biocompatibility and stability, but their mechanical properties far exceed those of bone, leading to stress shielding effects after impl…
View article: Preguss: It Analyzes, It Specifies, It Verifies
Preguss: It Analyzes, It Specifies, It Verifies Open
View article: A Green Paper on AI, Data Governance, and Metadata Policies for Europe's Music Ecosystem
A Green Paper on AI, Data Governance, and Metadata Policies for Europe's Music Ecosystem Open
This Green Paper is a maturing policy document developed within the Open Music Europe (OpenMusE) Horizon Europe Research and Innovation Action (Grant Agreement No. 101095295). It deliberately combines policy research with implementation pi…
View article: Agentic Services Computing
Agentic Services Computing Open
The rise of large language model (LLM)-powered agents is transforming services computing, moving it beyond static, request-driven functions toward dynamic, goal-oriented, and socially embedded multi-agent ecosystems. We propose Agentic Ser…
View article: Revisiting Vulnerability Patch Localization: An Empirical Study and LLM-Based Solution
Revisiting Vulnerability Patch Localization: An Empirical Study and LLM-Based Solution Open
Open-source software vulnerability patch detection is a critical component for maintaining software security and ensuring software supply chain integrity. Traditional manual detection methods face significant scalability challenges when pr…
View article: CLMTracing: Black-box User-level Watermarking for Code Language Model Tracing
CLMTracing: Black-box User-level Watermarking for Code Language Model Tracing Open
With the widespread adoption of open-source code language models (code LMs), intellectual property (IP) protection has become an increasingly critical concern. While current watermarking techniques have the potential to identify the code L…
View article: GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion
GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Open
LLMs excel in localized code completion but struggle with repository-level tasks due to limited context windows and complex semantic and structural dependencies across codebases. While Retrieval-Augmented Generation (RAG) mitigates context…
View article: Job Tenure and Gendered Perception of Workplace Challenges in Gendered Organizations: Computer Science, Engineering, and Mathematics Fields
Job Tenure and Gendered Perception of Workplace Challenges in Gendered Organizations: Computer Science, Engineering, and Mathematics Fields Open
The authors examine the gendered perceptions of workplace challenges in the male-dominated fields of computer science, engineering, and mathematics (CSEM). Using novel qualitative and quantitative data from an online survey of 3,556 cisgen…
View article: BPI: A Novel Efficient and Reliable Search Structure for Hybrid Storage Blockchain
BPI: A Novel Efficient and Reliable Search Structure for Hybrid Storage Blockchain Open
Hybrid storage solutions have emerged as potent strategies to alleviate the data storage bottlenecks prevalent in blockchain systems. These solutions harness off-chain Storage Services Providers (SPs) in conjunction with Authenticated Data…
View article: Optimization of braided stent design for cerebral aneurysms: the role of wire cross-sectional geometry
Optimization of braided stent design for cerebral aneurysms: the role of wire cross-sectional geometry Open
Flow-diverting stents are crucial for aneurysm treatment, with their structural design significantly impacting post-implantation hemodynamics. While clinically effective, opportunities remain to enhance their flexibility, flow diversion ca…
View article: Modality-Aware Diffusion Augmentation with Consistent Subspace Disentanglement for Session-based Recommendation
Modality-Aware Diffusion Augmentation with Consistent Subspace Disentanglement for Session-based Recommendation Open
View article: A Robust Incomplete Multimodal Low-Rank Adaptation Approach for Emotion Recognition
A Robust Incomplete Multimodal Low-Rank Adaptation Approach for Emotion Recognition Open
Multimodal Emotion Recognition (MER) often encounters incomplete multimodality in practical applications due to sensor failures or privacy protection requirements. While existing methods attempt to address various incomplete multimodal sce…
View article: General Neural Embedding for Sequence Distance Approximation
General Neural Embedding for Sequence Distance Approximation Open
View article: Fairness-Aware Classification over Incomplete Data
Fairness-Aware Classification over Incomplete Data Open
View article: Parf: An Adaptive Abstraction-Strategy Tuner for Static Analysis
Parf: An Adaptive Abstraction-Strategy Tuner for Static Analysis Open
View article: LLMAppHub: A Large Collection of LLM-based Applications for the Research Community
LLMAppHub: A Large Collection of LLM-based Applications for the Research Community Open
View article: ARTERY: Fast Quantum Feedback using Branch Prediction
ARTERY: Fast Quantum Feedback using Branch Prediction Open
View article: Qtenon: Towards Low-Latency Architecture Integration for Accelerating Hybrid Quantum-Classical Computing
Qtenon: Towards Low-Latency Architecture Integration for Accelerating Hybrid Quantum-Classical Computing Open
View article: Comparison of bronchoalveolar lavage fluid mNGS and sputum culture in the clinical application of severe pneumonia
Comparison of bronchoalveolar lavage fluid mNGS and sputum culture in the clinical application of severe pneumonia Open
Objective The purpose of this study is to compare the clinical application value of bronchoalveolar lavage fluid (BALF) mNGS and sputum culture in severe pulmonary infections, and to provide guidance for clinicians in selecting the appropr…
View article: 403 | A SINGLE‐ARM, MULTI‐CENTER, OBSERVATIONAL STUDY OF SELINEXOR COMBINED BORTEZOMIB, LENALIDOMIDE, AND DEXAMETHASONE IN HIGH‐RISK NEWLY DIAGNOSED MULTIPLE MYELOMA
403 | A SINGLE‐ARM, MULTI‐CENTER, OBSERVATIONAL STUDY OF SELINEXOR COMBINED BORTEZOMIB, LENALIDOMIDE, AND DEXAMETHASONE IN HIGH‐RISK NEWLY DIAGNOSED MULTIPLE MYELOMA Open
View article: Probing the Geometry of Truth: Consistency and Generalization of Truth Directions in LLMs Across Logical Transformations and Question Answering Tasks
Probing the Geometry of Truth: Consistency and Generalization of Truth Directions in LLMs Across Logical Transformations and Question Answering Tasks Open
Large language models (LLMs) are trained on extensive datasets that encapsulate substantial world knowledge. However, their outputs often include confidently stated inaccuracies. Earlier works suggest that LLMs encode truthfulness as a dis…
View article: TK-Mamba: Marrying KAN With Mamba for Text-Driven 3D Medical Image Segmentation
TK-Mamba: Marrying KAN With Mamba for Text-Driven 3D Medical Image Segmentation Open
3D medical image segmentation is important for clinical diagnosis and treatment but faces challenges from high-dimensional data and complex spatial dependencies. Traditional single-modality networks, such as CNNs and Transformers, are ofte…
View article: LightRouter: Towards Efficient LLM Collaboration with Minimal Overhead
LightRouter: Towards Efficient LLM Collaboration with Minimal Overhead Open
The rapid advancement of large language models has unlocked remarkable capabilities across a diverse array of natural language processing tasks. However, the considerable differences among available LLMs-in terms of cost, performance, and …
View article: SortingHat: Redefining Operating Systems Education with a Tailored Digital Teaching Assistant
SortingHat: Redefining Operating Systems Education with a Tailored Digital Teaching Assistant Open
View article: Scalable Multi-Stage Influence Function for Large Language Models via Eigenvalue-Corrected Kronecker-Factored Parameterization
Scalable Multi-Stage Influence Function for Large Language Models via Eigenvalue-Corrected Kronecker-Factored Parameterization Open
Pre-trained large language models (LLMs) are commonly fine-tuned to adapt to downstream tasks. Since the majority of knowledge is acquired during pre-training, attributing the predictions of fine-tuned LLMs to their pre-training data may p…
View article: Exploring Chinese Consumers’ Perception and Potential Acceptance of Cell-Cultured Meat and Plant-Based Meat: A Focus Group Study and Content Analysis
Exploring Chinese Consumers’ Perception and Potential Acceptance of Cell-Cultured Meat and Plant-Based Meat: A Focus Group Study and Content Analysis Open
(1) Background: In recent years, meat alternatives, including plant-based and animal cell-cultured meat, have attracted substantial interest among Chinese food science researchers and consumers, prompting considerable debate; (2) Methods: …
View article: Mer <i>K</i> ury: Adaptive Resource Allocation to Enhance the <i>K</i> ubernetes Performance for Large-Scale Clusters
Mer <i>K</i> ury: Adaptive Resource Allocation to Enhance the <i>K</i> ubernetes Performance for Large-Scale Clusters Open