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ORCIDWenjia Song
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2020 – today
- 2025
[b1]Wenjia Song:
Data-driven Algorithms for Critical Detection Problems: From Healthcare to Cybersecurity Defenses. Virginia Tech, Blacksburg, VA, USA, 2025- 2024
- [j3]Yuxi Li
, Yi Liu, Gelei Deng, Ying Zhang, Wenjia Song, Ling Shi, Kailong Wang, Yuekang Li, Yang Liu, Haoyu Wang:
Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection. Proc. ACM Softw. Eng. 1(FSE): 2075-2097 (2024) - [j2]Ya Xiao, Wenjia Song, Salman Ahmed, Xinyang Ge, Bimal Viswanath, Na Meng, Danfeng (Daphne) Yao:
Measurement of Embedding Choices on Cryptographic API Completion Tasks. ACM Trans. Softw. Eng. Methodol. 33(3): 56:1-56:30 (2024) - [i4]Yuxi Li, Yi Liu, Gelei Deng, Ying Zhang, Wenjia Song, Ling Shi, Kailong Wang, Yuekang Li, Yang Liu, Haoyu Wang:
Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection. CoRR abs/2404.09894 (2024) - 2023
- [j1]Ya Xiao, Wenjia Song, Jingyuan Qi, Bimal Viswanath, Patrick D. McDaniel, Danfeng Yao:
Specializing Neural Networks for Cryptographic Code Completion Applications. IEEE Trans. Software Eng. 49(6): 3524-3535 (2023) - [c2]Wenjia Song, Fangfang Tang, Henry Marshall, Kwun M. Fong, Feng Liu:
An Improved Anchor-Free Nodule Detection System Using Feature Pyramid Network. EMBC 2023: 1-4 - [c1]Wenjia Song, Arianna Schuler Scott:
Tutorial: Crypto-Ransomware: Analysis, Defense, and Criminal Negotiation. SecDev 2023: 3-4 - [i3]Wenjia Song, Sanjula Karanam, Ya Xiao, Jingyuan Qi, Nathan Dautenhahn, Na Meng, Danfeng Yao:
Crypto-ransomware Detection through Quantitative API-based Behavioral Profiling. CoRR abs/2306.02270 (2023) - [i2]Ying Zhang, Wenjia Song, Zhengjie Ji, Danfeng Yao, Na Meng:
How well does LLM generate security tests? CoRR abs/2310.00710 (2023) - 2021
- [i1]Ya Xiao, Salman Ahmed, Wenjia Song, Xinyang Ge, Bimal Viswanath, Danfeng Yao:
Embedding Code Contexts for Cryptographic API Suggestion: New Methodologies and Comparisons. CoRR abs/2103.08747 (2021)
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