| Subpopulation-specific machine learning prognosis for underrepresented patients with double prioritized bias correction S Afrose, W Song, CB Nemeroff, C Lu, D Yao Communications medicine 2 (1), 111, 2022 | 41 | 2022 |
| How well does LLM generate security tests? Y Zhang, W Song, Z Ji, N Meng arXiv preprint arXiv:2310.00710, 2023 | 28 | 2023 |
| Glitch tokens in large language models: Categorization taxonomy and effective detection Y Li, Y Liu, G Deng, Y Zhang, W Song, L Shi, K Wang, Y Li, Y Liu, H Wang Proceedings of the ACM on Software Engineering 1 (FSE), 2075-2097, 2024 | 18 | 2024 |
| Specializing neural networks for cryptographic code completion applications Y Xiao, W Song, J Qi, B Viswanath, P McDaniel, D Yao IEEE Transactions on Software Engineering 49 (6), 3524-3535, 2023 | 5 | 2023 |
| Embedding code contexts for cryptographic api suggestion: New methodologies and comparisons Y Xiao, S Ahmed, W Song, X Ge, B Viswanath, D Yao arXiv preprint arXiv:2103.08747, 2021 | 5 | 2021 |
| Measurement of embedding choices on cryptographic api completion tasks Y Xiao, W Song, S Ahmed, X Ge, B Viswanath, N Meng, D Yao ACM Transactions on Software Engineering and Methodology 33 (3), 1-30, 2024 | 3 | 2024 |
| Overcoming underrepresentation in clinical datasets for accurate subpopulation-specific prognosis S Afrose, W Song, CB Nemeroff, C Lu, DD Yao medRxiv, 2021 | 2 | 2021 |
| Madeline: Continuous and low-cost monitoring with graph-free representations to combat cyber threats W Song, H Ding, N Meng, P Gao, D Yao 2024 Annual Computer Security Applications Conference (ACSAC), 874-889, 2024 | 1 | 2024 |
| Crypto-ransomware Detection through Quantitative API-based Behavioral Profiling W Song, S Karanam, Y Xiao, J Qi, N Dautenhahn, N Meng, E Ferrari arXiv preprint arXiv:2306.02270, 2023 | 1 | 2023 |
| Data-driven Algorithms for Critical Detection Problems: From Healthcare to Cybersecurity Defenses W Song Virginia Tech, 2025 | | 2025 |
| Tutorial: Crypto-Ransomware: Analysis, Defense, and Criminal Negotiation W Song, AS Scott 2023 IEEE Secure Development Conference (SecDev), 3-4, 2023 | | 2023 |
| Poster: APT Detection through Sensitive File Access Monitoring W Song, DD Yao | | |
| Poster: Comparing Neural Network Solutions in Cryptographic API Completion Y Xiao, S Ahmed, W Song, B Viswanath, N Meng, P McDaniel, X Ge, ... | | |
