Benjamin Bowman

30 papers A* 9A 2B 2C 1Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
CyberGFM: Graph Foundation Models for Lateral Movement Detection in Enterprise Networks.
CoRR
Isaiah J. King, Bernardo Trindade, Benjamin Bowman, H. Howie Huang
2025 J jnl
Automated Cyber Defense with Generalizable Graph-based Reinforcement Learning Agents.
CoRR
Isaiah J. King, Benjamin Bowman, H. Howie Huang
2025 B conf
CAEW: An Explainable Approach to Understanding EEG Patterns in Major Depressive Disorder.
IEEE Big Data
Benjamin Bowman, Abdulaziz Alhamadani, Shailik Sarkar, Bayazit Karaman
2025 J jnl
CAGE challenge 4: A scalable multi-agent reinforcement learning gym for autonomous cyber defence.
AI Mag.
Mitchell Kiely, Metin Ahiskali, Etienne Borde, Benjamin Bowman, David Bowman, Dirk Van Bruggen, KC Cowan, Prithviraj Dasgupta, Erich Devendorf, Ben Edwards, Alex Fitts, Sunny Fugate, Ryan Gabrys, Wayne Gould, H. Howie Huang, Jules Jacobs, Ryan Kerr, Isaiah J. King, Li Li, Luis Martinez, Christopher Moir, Craig Murphy, Olivia Naish, Claire Owens, Miranda Purchase, Ahmad Ridley, Adrian Taylor, Sara Farmer, William John Valentine, Yiyi Zhang
2025 — conf
Expansion Span: Combining Fading Memory and Retrieval in Hybrid State Space Models.
NeuS
Elvis Nunez, Luca Zancato, Benjamin Bowman, Aditya Golatkar, Wei Xia, Stefano Soatto
2025 J jnl
Experience-Guided Adaptation of Inference-Time Reasoning Strategies.
CoRR
Adam Stein, Matthew Trager, Benjamin Bowman, Michael Kleinman, Aditya Chattopadhyay, Wei Xia, Stefano Soatto
2025 A* conf
Exploring the Efficacy of Multi-Agent Reinforcement Learning for Autonomous Cyber Defence: A CAGE Challenge 4 Perspective.
AAAI
Mitchell Kiely, Metin Ahiskali, Etienne Borde, Benjamin Bowman, David Bowman, Dirk Van Bruggen, KC Cowan, Prithviraj Dasgupta, Erich Devendorf, Ben Edwards, Alex Fitts, Sunny Fugate, Ryan Gabrys, Wayne Gould, H. Howie Huang, Jules Jacobs, Ryan Kerr, Isaiah J. King, Li Li, Luis Martinez, Christopher Moir, Craig Murphy, Olivia Naish, Claire Owens, Miranda Purchase, Ahmad Ridley, Adrian Taylor, Sara Farmer, William John Valentine, Yiyi Zhang
2025 J jnl
Maximally-Informative Retrieval for State Space Model Generation.
CoRR
Evan Becker, Benjamin Bowman, Matthew Trager, Tian Yu Liu, Luca Zancato, Wei Xia, Stefano Soatto
2025 A* conf
Trail: A Knowledge Graph-Based Approach for Attributing Advanced Persistent Threats.
ICDE
Isaiah J. King, Ramiro Ramirez, Benjamin Bowman, H. Howie Huang
2024 A* conf
B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory.
NeurIPS
Luca Zancato, Arjun Seshadri, Yonatan Dukler, Aditya Golatkar, Yantao Shen, Benjamin Bowman, Matthew Trager, Alessandro Achille, Stefano Soatto
2024 J jnl
B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory.
CoRR
Luca Zancato, Arjun Seshadri, Yonatan Dukler, Aditya Golatkar, Yantao Shen, Benjamin Bowman, Matthew Trager, Alessandro Achille, Stefano Soatto
2024 J jnl
Expansion Span: Combining Fading Memory and Retrieval in Hybrid State Space Models.
CoRR
Elvis Nunez, Luca Zancato, Benjamin Bowman, Aditya Golatkar, Wei Xia, Stefano Soatto
2024 B conf
Fine-grained Graph-based Anomaly Detection on Vehicle Controller Area Networks.
IEEE Big Data
Isaiah J. King, Benjamin Bowman, H. Howie Huang
2023 A* conf
Characterizing the spectrum of the NTK via a power series expansion.
ICLR
Michael Murray, Hui Jin, Benjamin Bowman, Guido Montúfar
2023 J jnl
Introspective Cross-Attention Probing for Lightweight Transfer of Pre-trained Models.
CoRR
Yonatan Dukler, Alessandro Achille, Hao Yang, Varsha Vivek, Luca Zancato, Benjamin Bowman, Avinash Ravichandran, Charless C. Fowlkes, Ashwin Swaminathan, Stefano Soatto
2023 A* conf
SAFE: Machine Unlearning With Shard Graphs.
ICCV
Yonatan Dukler, Benjamin Bowman, Alessandro Achille, Aditya Golatkar, Ashwin Swaminathan, Stefano Soatto
2023 J jnl
SAFE: Machine Unlearning With Shard Graphs.
CoRR
Yonatan Dukler, Benjamin Bowman, Alessandro Achille, Aditya Golatkar, Ashwin Swaminathan, Stefano Soatto
2023 A* conf
Your representations are in the network: composable and parallel adaptation for large scale models.
NeurIPS
Yonatan Dukler, Alessandro Achille, Hao Yang, Varsha Vivek, Luca Zancato, Benjamin Bowman, Avinash Ravichandran, Charless C. Fowlkes, Ashwin Swaminathan, Stefano Soatto
2023 A* conf
À-la-carte Prompt Tuning (APT): Combining Distinct Data Via Composable Prompting.
CVPR
Benjamin Bowman, Alessandro Achille, Luca Zancato, Matthew Trager, Pramuditha Perera, Giovanni Paolini, Stefano Soatto
2023 J jnl
À-la-carte Prompt Tuning (APT): Combining Distinct Data Via Composable Prompting.
CoRR
Benjamin Bowman, Alessandro Achille, Luca Zancato, Matthew Trager, Pramuditha Perera, Giovanni Paolini, Stefano Soatto
2022 J jnl
Characterizing the Spectrum of the NTK via a Power Series Expansion.
CoRR
Michael Murray, Hui Jin, Benjamin Bowman, Guido Montúfar
2022 A* conf
Implicit Bias of MSE Gradient Optimization in Underparameterized Neural Networks.
ICLR
Benjamin Bowman, Guido Montúfar
2022 J jnl
Implicit Bias of MSE Gradient Optimization in Underparameterized Neural Networks.
CoRR
Benjamin Bowman, Guido Montúfar
2022 A* conf
Spectral Bias Outside the Training Set for Deep Networks in the Kernel Regime.
NeurIPS
Benjamin Bowman, Guido F. Montúfar
2022 J jnl
Spectral Bias Outside the Training Set for Deep Networks in the Kernel Regime.
CoRR
Benjamin Bowman, Guido Montúfar
2021 J jnl
Towards Next-Generation Cybersecurity with Graph AI.
ACM SIGOPS Oper. Syst. Rev.
Benjamin Bowman, H. Howie Huang
2020 A conf
Detecting Lateral Movement in Enterprise Computer Networks with Unsupervised Graph AI.
RAID
Benjamin Bowman, Craig Laprade, Yuede Ji, H. Howie Huang
2020 J jnl
PicoDomain: A Compact High-Fidelity Cybersecurity Dataset.
CoRR
Craig Laprade, Benjamin Bowman, H. Howie Huang
2020 A conf
VGRAPH: A Robust Vulnerable Code Clone Detection System Using Code Property Triplets.
EuroS&P
Benjamin Bowman, H. Howie Huang
2019 C conf
Securing Malware Cognitive Systems against Adversarial Attacks.
ICCC
Yuede Ji, Benjamin Bowman, H. Howie Huang