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Publications
11
papers · CoLM · SIGIR · AAAI · CAMLIS · MALWARE
// 2025
2025
arXiv
SEQR: Secure and Efficient QR-based LoRA Routing
William Fleshman
, Benjamin Van Durme
2025
arXiv
LoRA-Augmented Generation (LAG) for Knowledge-Intensive Language Tasks
William Fleshman
, Benjamin Van Durme
2025
CoLM
SpectR: Dynamically Composing LM Experts with Spectral Routing
William Fleshman
, Benjamin Van Durme
2025
SIGIR
RE-AdaptIR: Improving Information Retrieval through Reverse Engineered Adaptation
William Fleshman
, Benjamin Van Durme
// 2024
2024
arXiv
RE-Adapt: Reverse Engineered Adaptation of Large Language Models
William Fleshman
, Benjamin Van Durme
2024
CAMLIS
AdapterSwap: Continuous Training of LLMs with Data Removal and Access-Control Guarantees
William Fleshman
, Aleem Khan, Marc Marone, Benjamin Van Durme
// 2023
2023
arXiv
Toucan: Token-Aware Character Level Language Modeling
William Fleshman
, Benjamin Van Durme
// 2021
2021
AAAI
Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection
Raff, E.,
Fleshman, W.
, Zak, R., Anderson, H. S., Filar, B., McLean, M.
2021
NSA TNW
Deception and the Strategy of Influence
B., B.,
Fleshman, W.
, H., K., Kaliszewski, R., R.S. —
NSA's The Next Wave, Vol. 23 No. 1
// 2019
2019
AAAI-AICS
Non-Negative Networks Against Adversarial Attacks
Fleshman, W.
, Raff, E., Sylvester, J., Forsyth, S., McLean, M.
// 2018
2018
MALWARE
Static Malware Detection & Subterfuge: Quantifying the Robustness of Machine Learning and Current Anti-Virus
Fleshman, W.
, Raff, E., Zak, R., McLean, M., Nicholas, C.