💻 Category

cs

898 papers

💻 computer science

Matrix Product State Engine for FPGA QuantumCircuit Simulation Beyond Five Hundred Qubits.

This paper presents an FPGA-accelerated Matrix Product State (MPS) quantum circuit simulator capable of handling over 500 qubits by offloading tensor contractions to a Xilinx Alveo U55C while keeping SVD and sampling on the host, demonstrating that performance scales with bond dimension rather than qubit count and validating the system's critical role through rigorous correctness and falsification experiments.

Nasir Ali Nasir Ali2026-07-02
💻 computer science

Algorithmic Convergence and Performance Guarantees for Virtual Try-On (VTO) Systems under Dynamic Environmental Uncertainties

This paper introduces the Robust Stochastic Variance-Reduced Virtual Try-On (RSVR-VTO) algorithm, a distributionally robust optimization framework that guarantees stable geometric warping and texture synthesis under dynamic environmental uncertainties while achieving an O(1/ε²) convergence rate and superior performance on high-resolution benchmarks.

Elham Rezaei2026-07-02
💻 computer science

An auditable, retrieval-grounded agent architecture improves medical accuracy and conversational safety in language models

The paper introduces Asha, a neurosymbolic clinical agent architecture that significantly enhances medical accuracy and conversational safety in language models by integrating symbolic scoring, retrieval grounding, and falsification, achieving superior performance on professional benchmarks compared to frontier models and commercial tools.

DEEPAN SINGH, PARIDHI ANAND2026-07-02
💻 computer science

Cross-Domain Generalization Failure in Lightweight Intrusion Detection Models for IIoT Networks

This study reveals that lightweight intrusion detection models for IIoT networks suffer from severe cross-domain generalization failures due to reliance on non-transferable port-category shortcuts and evaluation biases, underscoring the critical need for cross-network testing under realistic class distributions to ensure deployment readiness.

Md Azizul Hakim, Md Shihab Uddin, Talha Ibne Anich2026-07-02✓ Author reviewed ⓘ
💻 computer science

Energy-Efficient Context-Aware Multimodal AI Inference at the Edge

This paper proposes an energy-efficient, context-aware multimodal inference framework for resource-constrained edge devices that dynamically activates encoders and adjusts computation paths based on real-time conditions, achieving significant reductions in energy consumption and latency while maintaining high accuracy on platforms like NVIDIA Jetson Nano and Raspberry Pi 5.

Xiaotian Fang, Ya-Hui Yang, Shuyuan Wang2026-07-02
💻 computer science

From Audit Requirements to Computable Software Architecture: A Rule-Engine and Evidence-Indexing Method for Trusted Digital Infrastructure

This paper proposes a rule-engine and evidence-indexing methodology that bridges the semantic gap between audit requirements and software architecture by creating a classification model, mapping matrix, and verification algorithm to embed executable controls early in the design phase, thereby reducing remediation costs and enabling audit-ready digital infrastructure.

Jinyuan Li, Ruijie Ma, Yicheng Gu2026-07-02