André T. Nguyen

24 papers A* 3Journal 17Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adversarial Samples Are Not Created Equal. CoRR Jennifer Crawford, Amol Khanna, Fred Lu, Amy R. Wagoner, Stella Biderman, André T. Nguyen, Edward Raff
2025	A*	`conf`	Stop Walking in Circles! Bailing Out Early in Projected Gradient Descent. CVPR Philip Doldo, Derek Everett, Amol Khanna, André T. Nguyen, Edward Raff
2025	J	`jnl`	Stop Walking in Circles! Bailing Out Early in Projected Gradient Descent. CoRR Philip Doldo, Derek Everett, Amol Khanna, André T. Nguyen, Edward Raff
2024	J	`jnl`	Position: Challenges and Opportunities for Differential Privacy in the U.S. Federal Government. CoRR Amol Khanna, Adam McCormick, André T. Nguyen, Chris Aguirre, Edward Raff
2022	J	`jnl`	Improving Out-of-Distribution Detection via Epistemic Uncertainty Adversarial Training. CoRR Derek Everett, André T. Nguyen, Luke E. Richards, Edward Raff
2022	—	`conf`	Minimizing Compute Costs: When Should We Run More Expensive Malware Analysis? CAMLIS André T. Nguyen, Richard Zak, Luke E. Richards, Maya Fuchs, Fred Lu, Robert Brandon, Gary Lopez Munoz, Edward Raff, Charles Nicholas, James Holt
2022	A*	`conf`	Out of Distribution Data Detection Using Dropout Bayesian Neural Networks. AAAI André T. Nguyen, Fred Lu, Gary Lopez Munoz, Edward Raff, Charles Nicholas, James Holt
2022	J	`jnl`	Out of Distribution Data Detection Using Dropout Bayesian Neural Networks. CoRR André T. Nguyen, Fred Lu, Gary Lopez Munoz, Edward Raff, Charles Nicholas, James Holt
2021	—	`conf`	Adversarial Transfer Attacks With Unknown Data and Class Overlap. AISec@CCS Luke E. Richards, André T. Nguyen, Ryan Capps, Steven Forsyth, Cynthia Matuszek, Edward Raff
2021	J	`jnl`	Adversarial Transfer Attacks With Unknown Data and Class Overlap. CoRR Luke E. Richards, André T. Nguyen, Ryan Capps, Steven Forsyth, Cynthia Matuszek, Edward Raff
2021	J	`jnl`	Estimating the cumulative incidence of COVID-19 in the United States using influenza surveillance, virologic testing, and mortality data: Four complementary approaches. PLoS Comput. Biol. Fred S. Lu, André T. Nguyen, Nicholas B. Link, Mathieu Molina, Jessica T. Davis, Matteo Chinazzi, Xinyue Xiong, Alessandro Vespignani, Marc Lipsitch, Mauricio Santillana
2021	J	`jnl`	Leveraging Uncertainty for Improved Static Malware Detection Under Extreme False Positive Constraints. CoRR André T. Nguyen, Edward Raff, Charles Nicholas, James Holt
2021	—	`conf`	Practical Cross-Modal Manifold Alignment for Robotic Grounded Language Learning. CVPR Workshops André T. Nguyen, Luke E. Richards, Gaoussou Youssouf Kebe, Edward Raff, Kasra Darvish, Frank Ferraro, Cynthia Matuszek
2020	J	`jnl`	Practical Cross-modal Manifold Alignment for Grounded Language. CoRR André T. Nguyen, Luke E. Richards, Gaoussou Youssouf Kebe, Edward Raff, Kasra Darvish, Frank Ferraro, Cynthia Matuszek
2020	J	`jnl`	Real-time estimation of disease activity in emerging outbreaks using internet search information. PLoS Comput. Biol. Emily L. Aiken, Sarah F. McGough, Maimuna S. Majumder, Gal Wachtel, André T. Nguyen, Cécile Viboud, Mauricio Santillana
2020	A*	`conf`	Robust Design of Deep Neural Networks Against Adversarial Attacks Based on Lyapunov Theory. CVPR Arash Rahnama, André T. Nguyen, Edward Raff
2019	J	`jnl`	Connecting Lyapunov Control Theory to Adversarial Attacks. CoRR Arash Rahnama, André T. Nguyen, Edward Raff
2019	J	`jnl`	Heterogeneous Relational Kernel Learning. CoRR André T. Nguyen, Edward Raff
2019	J	`jnl`	Robust Design of Deep Neural Networks against Adversarial Attacks based on Lyapunov Theory. CoRR Arash Rahnama, André T. Nguyen, Edward Raff
2019	J	`jnl`	Towards the Use of Neural Networks for Influenza Prediction at Multiple Spatial Resolutions. CoRR Emily L. Aiken, André T. Nguyen, Mauricio Santillana
2019	—	`conf`	Would a File by Any Other Name Seem as Malicious? IEEE BigData André T. Nguyen, Edward Raff, Aaron Sant-Miller
2019	J	`jnl`	Would a File by Any Other Name Seem as Malicious? CoRR André T. Nguyen, Edward Raff, Aaron Sant-Miller
2018	J	`jnl`	Adversarial Attacks, Regression, and Numerical Stability Regularization. CoRR André T. Nguyen, Edward Raff
2015	J	`jnl`	Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance. PLoS Comput. Biol. Mauricio Santillana, André T. Nguyen, Mark Dredze, Michael J. Paul, Elaine O. Nsoesie, John S. Brownstein