Anant Kharkar

Single-sequence protein structure prediction using a language model and deep learning

Ratul Chowdhury, Nazim Bouatta, Surojit Biswas et al. · Nature Biotechnology · 2022 · 397 citations · Full text

Engineering, Deep Learning, Biomolecular Structure Prediction +11

Learning to Evade Static PE Machine Learning Malware Models via Reinforcement Learning

Hyrum S. Anderson, Anant Kharkar, Bobby Filar et al. · arXiv (Cornell University) · 2018 · 181 citations · Full text

Artificial Intelligence, Reward Hacking, Engineering +11

Learning to reduce false positives in analytic bug detectors

Anant Kharkar, Roshanak Zilouchian Moghaddam, Matthew Jin et al. · Proceedings of the 44th International Conference on Software Engineering · 2022 · 32 citations · Full text

Software Maintenance, Engineering, Machine Learning +22

TrojanPuzzle: Covertly Poisoning Code-Suggestion Models

Hojjat Aghakhani, Wei Dai, Andre Manoel et al. · 2024 · 29 citations

Learning to Solve Combinatorial Optimization Problems on Real-World Graphs in Linear Time

Iddo Drori, Anant Kharkar, William R. Sickinger et al. · 2020 · 15 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20