Jiayang Song

Orcid: 0009-0008-7093-9781

According to our database¹, Jiayang Song authored at least 35 papers between 2016 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Links

On csauthors.net:

Bibliography

2026

Mosaic: model-based safety analysis for AI-enabled cyber physical system.

[BibT_eX]

[DOI]

Empir. Softw. Eng., May, 2026

MMR-AD: A Large-Scale Multimodal Dataset for Benchmarking General Anomaly Detection with Multimodal Large Language Models.

[BibT_eX]

[DOI]

CoRR, April, 2026

AcTracer: Active Testing of Large Language Model via Multi-Stage Sampling.

[BibT_eX]

[DOI]

ACM Trans. Softw. Eng. Methodol., March, 2026

Online Safety Analysis for LLMs: A Benchmark, an Assessment, and a Path Forward.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., March, 2026

LeCov: Multi-level testing criteria for large language models.

[BibT_eX]

[DOI]

J. Syst. Softw., 2026

Modeling and Optimal Control of Spatiotemporal Malware Propagation in Underwater Wireless Sensor Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2026

ST-SSNet: Spatiotemporal Feature Fusion-Based DOA Estimation Network for Underwater Array Signals.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2026

2025

GenSafe: A Generalizable Safety Enhancer for Safe Reinforcement Learning Algorithms Based on Reduced Order Markov Decision Process Model.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., June, 2025

Look Before You Leap: An Exploratory Study of Uncertainty Analysis for Large Language Models.

[BibT_eX]

[DOI]

IEEE Trans. Software Eng., February, 2025

VLATest: Testing and Evaluating Vision-Language-Action Models for Robotic Manipulation.

[BibT_eX]

[DOI]

Proc. ACM Softw. Eng., 2025

Multilingual Blending: Large Language Model Safety Alignment Evaluation with Language Mixture.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

TrustVis: A Multi-Dimensional Trustworthiness Evaluation Framework for Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE/ACM International Conference on Automated Software Engineering, 2025

2024

LUNA: A Model-Based Universal Analysis Framework for Large Language Models.

[BibT_eX]

[DOI]

IEEE Trans. Software Eng., July, 2024

Towards Understanding Retrieval Accuracy and Prompt Quality in RAG Systems.

[BibT_eX]

[DOI]

CoRR, 2024

LADEV: A Language-Driven Testing and Evaluation Platform for Vision-Language-Action Models in Robotic Manipulation.

[BibT_eX]

[DOI]

CoRR, 2024

Towards Testing and Evaluating Vision-Language-Action Models for Robotic Manipulation: An Empirical Study.

[BibT_eX]

[DOI]

CoRR, 2024

LeCov: Multi-level Testing Criteria for Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

MORTAR: A Model-based Runtime Action Repair Framework for AI-enabled Cyber-Physical Systems.

[BibT_eX]

[DOI]

CoRR, 2024

Active Testing of Large Language Model via Multi-Stage Sampling.

[BibT_eX]

[DOI]

CoRR, 2024

Multilingual Blending: LLM Safety Alignment Evaluation with Language Mixture.

[BibT_eX]

[DOI]

CoRR, 2024

Towards Building AI-CPS with NVIDIA Isaac Sim: An Industrial Benchmark and Case Study for Robotics Manipulation.

[BibT_eX]

[DOI]

Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice, 2024

ISR-LLM: Iterative Self-Refined Large Language Model for Long-Horizon Sequential Task Planning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023

$\mathtt {SIEGE}$SIEGE: A Semantics-Guided Safety Enhancement Framework for AI-Enabled Cyber-Physical Systems.

[BibT_eX]

[DOI]

Jiayang Song

Xuan Xie

Lei Ma

IEEE Trans. Software Eng., August, 2023

Self-Refined Large Language Model as Automated Reward Function Designer for Deep Reinforcement Learning in Robotics.

[BibT_eX]

[DOI]

CoRR, 2023

Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Mosaic: Model-based Safety Analysis Framework for AI-enabled Cyber-Physical Systems.

[BibT_eX]

[DOI]

CoRR, 2023

AutoRepair: Automated Repair for AI-Enabled Cyber-Physical Systems under Safety-Critical Conditions.

[BibT_eX]

[DOI]

CoRR, 2023

2022

When Cyber-Physical Systems Meet AI: A Benchmark, an Evaluation, and a Way Forward.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2022

2018

Bayer Image Demosaicking Using Eight-Directional Weights Based on the Gradient of Color Difference.

[BibT_eX]

[DOI]

Symmetry, 2018

A Performance Analysis Model of TCP over Multiple Heterogeneous Paths for 5G Mobile Services.

[BibT_eX]

[DOI]

CoRR, 2018

2017

A Scalable and Smart Hierarchical Wireless Communication Architecture Based on Network/User Separation.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2017

A Performance Analysis Model for TCP over Multiple Heterogeneous Paths in 5G Networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016

Link State Prediction-Based Reliable Transmission for High-Speed Railway Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2016

Modeling link quality for high-speed railway wireless networks based on hidden Markov chain.

[BibT_eX]

[DOI]

EURASIP J. Wirel. Commun. Netw., 2016

Modeling Link Quality for High-Speed Railway Networks Based on Hidden Markov Chain.

[BibT_eX]

[DOI]

Proceedings of the IEEE 83rd Vehicular Technology Conference, 2016

Jiayang Song

Timeline

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On csauthors.net:

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