Jie Zhang

Orcid: 0000-0002-1135-2031

Affiliations:
  • Shanghai Artificial Intelligence Laboratory, Shanghai, China
  • Chinese Academy of Sciences, Institute of Information Engineering, Beijing, China (former)
  • University of Chinese Academy of Sciences, School of Cyber Security, Beijing, China (former)


According to our database1, Jie Zhang authored at least 19 papers between 2021 and 2026.

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Timeline

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Bibliography

2026
PVDetector: Pretrained Vulnerability Detection on Vulnerability-enriched Code Semantic Graph.
ACM Trans. Softw. Eng. Methodol., June, 2026

Qwen-Image-Bench: From Generation to Creation in Text-to-Image Evaluation.
CoRR, May, 2026

Qwen-Image-VAE-2.0 Technical Report.
CoRR, May, 2026

2025
When LLMs meet cybersecurity: a systematic literature review.
Cybersecur., December, 2025

REEF: Representation Encoding Fingerprints for Large Language Models.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Steering Large Language Models for Vulnerability Detection.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Research on TTP Data Augmentation Methods Based on the ATT&CK Framework.
Proceedings of the 28th International Conference on Computer Supported Cooperative Work in Design, 2025

SecRAG: A Graph-Enhanced RAG Framework with Dynamic Prompt for Cybersecurity Applications.
Proceedings of the 28th International Conference on Computer Supported Cooperative Work in Design, 2025

The Tug of War Within: Mitigating the Fairness-Privacy Conflicts in Large Language Models.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024
Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey.
CoRR, 2024

DEAN: Deactivating the Coupled Neurons to Mitigate Fairness-Privacy Conflicts in Large Language Models.
CoRR, 2024

The Better Angels of Machine Personality: How Personality Relates to LLM Safety.
CoRR, 2024

When LLMs Meet Cybersecurity: A Systematic Literature Review.
CoRR, 2024

From GPT-4 to Gemini and Beyond: Assessing the Landscape of MLLMs on Generalizability, Trustworthiness and Causality through Four Modalities.
CoRR, 2024

UniTTP: A Unified Framework for Tactics, Techniques, and Procedures Mapping in Cyber Threats.
Proceedings of the 23rd IEEE International Conference on Trust, 2024

EasyDetector: Using Linear Probe to Detect the Provenance of Large Language Models.
Proceedings of the 23rd IEEE International Conference on Trust, 2024

Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023
HackMentor: Fine-Tuning Large Language Models for Cybersecurity.
Proceedings of the 22nd IEEE International Conference on Trust, 2023

2021
Reasoning for Local Graph Over Knowledge Graph With a Multi-Policy Agent.
IEEE Access, 2021


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