Benjamin A. Miller

66 papers A 1C 3Misc 11Journal 25Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	UniqueRank: Identifying Important and Difficult-to-Replace Nodes in Attributed Graphs. IEEE Trans. Netw. Sci. Eng. Erica Cai, Benjamin A. Miller, Olga Simek, Christopher L. Smith
2025	—	`conf`	Accelerated Discovery of Set Cover Solutions via Graph Neural Networks. CPAIOR (2) Zohair Shafi, Benjamin A. Miller, Tina Eliassi-Rad, Rajmonda Sulo Caceres
2025	A	`conf`	Defense Against Shortest Path Attacks. SDM Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld
2025	—	`conf`	Preference Augmented Q-Learning for Patient Exercise Scheduling in a Robotic Rehabilitation Gym. ICORR Varun R. Bharadwaj, Benjamin A. Miller, Vesna D. Novak, Chao Jiang
2025	J	`jnl`	UniqueRank: Identifying Important and Difficult-to-Replace Nodes in Attributed Graphs. CoRR Erica Cai, Benjamin A. Miller, Olga Simek, Christopher L. Smith
2024	J	`jnl`	Attacking Shortest Paths by Cutting Edges. ACM Trans. Knowl. Discov. Data Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld
2024	J	`jnl`	Complex network effects on the robustness of graph convolutional networks. Appl. Netw. Sci. Benjamin A. Miller, Kevin S. Chan, Tina Eliassi-Rad
2024	J	`jnl`	From low resource information extraction to identifying influential nodes in knowledge graphs. CoRR Erica Cai, Olga Simek, Benjamin A. Miller, Danielle Sullivan-Pao, Evan Young, Christopher L. Smith
2024	—	`conf`	Learning Skill Training Schedules from Domain Experts in a Rehabilitation Gym Using Inverse Reinforcement Learning. BioRob Varun R. Bharadwaj, Benjamin A. Miller, Vesna D. Novak, Chao Jiang
2024	J	`jnl`	TenGAN: adversarially generating multiplex tensor graphs. Data Min. Knowl. Discov. William Shiao, Benjamin A. Miller, Kevin Chan, Paul L. Yu, Tina Eliassi-Rad, Evangelos E. Papalexakis
2024	J	`jnl`	Using overlapping methods to counter adversaries in community detection. J. Complex Networks Benjamin A. Miller, Kevin S. Chan, Tina Eliassi-Rad
2023	—	`conf`	Automated Patient-Robot Task Assignment in a Simulated Stochastic Rehabilitation Gym. ICORR Benjamin A. Miller, Bikranta Adhikari, Chao Jiang, Vesna D. Novak
2023	J	`jnl`	Complex Network Effects on the Robustness of Graph Convolutional Networks. CoRR Benjamin A. Miller, Kevin S. Chan, Tina Eliassi-Rad
2023	J	`jnl`	Defense Against Shortest Path Attacks. CoRR Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld
2023	J	`jnl`	GRASP: Accelerating Shortest Path Attacks via Graph Attention. CoRR Zohair Shafi, Benjamin A. Miller, Ayan Chatterjee, Tina Eliassi-Rad, Rajmonda Sulo Caceres
2023	J	`jnl`	Graph-SCP: Accelerating Set Cover Problems with Graph Neural Networks. CoRR Zohair Shafi, Benjamin A. Miller, Tina Eliassi-Rad, Rajmonda Sulo Caceres
2023	J	`jnl`	Using Overlapping Methods to Counter Adversaries in Community Detection. CoRR Benjamin A. Miller, Kevin S. Chan, Tina Eliassi-Rad
2022	J	`jnl`	Attacking Shortest Paths by Cutting Edges. CoRR Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld
2022	—	`ch.`	Graphulo: Linear Algebra Graph Kernels. Massive Graph Analytics Lauren Milechin, Shana Hutchison, Hayden Jananthan, Jeremy Kepner, Benjamin A. Miller, Andrew Prout, Siddharth Samsi, Charles Yee, Vijay Gadepally
2022	—	`conf`	Learning Dynamic Patient-Robot Task Assignment and Scheduling for A Robotic Rehabilitation Gym. ICORR Bikranta Adhikari, Shivanjali Ranashing, Benjamin A. Miller, Vesna D. Novak, Chao Jiang
2021	—	`conf`	Design and Pilot Evaluation of a Prototype Sensorized Trunk Exoskeleton. EMBC Dalton Hass, Benjamin A. Miller, Boyi Dai, Domen Novak, Maja Gorsic
2021	J	`jnl`	Optimal Edge Weight Perturbations to Attack Shortest Paths. CoRR Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld
2021	—	`conf`	PATHATTACK: Attacking Shortest Paths in Complex Networks. ECML/PKDD (2) Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld
2021	J	`jnl`	PATHATTACK: Attacking Shortest Paths in Complex Networks. CoRR Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld
2021	—	`conf`	PORTFILER: Port-Level Network Profiling for Self-Propagating Malware Detection. CNS Talha Ongun, Oliver Spohngellert, Benjamin A. Miller, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Jason Hiser, Alastair Nottingham, Jack W. Davidson, Malathi Veeraraghavan
2021	J	`jnl`	PORTFILER: Port-Level Network Profiling for Self-Propagating Malware Detection. CoRR Talha Ongun, Oliver Spohngellert, Benjamin A. Miller, Simona Boboila, Alina Oprea, Tina Eliassi-Rad, Jason Hiser, Alastair Nottingham, Jack W. Davidson, Malathi Veeraraghavan
2021	—	`conf`	Toward Real-Time Detection of Object Lifting Using Wearable Inertial Measurement Units. EMBC Benjamin A. Miller, Domen Novak
2020	J	`jnl`	Topological Effects on Attacks Against Vertex Classification. CoRR Benjamin A. Miller, Mustafa Çamurcu, Alexander J. Gomez, Kevin S. Chan, Tina Eliassi-Rad
2018	—	`conf`	Classifier Performance Estimation with Unbalanced, Partially Labeled Data. COST@SDM Benjamin A. Miller, Jeremy Vila, Malina Kirn, Joseph R. Zipkin
2016	—	`conf`	Intersection and convex combination in multi-source spectral planted cluster detection. GlobalSIP Benjamin A. Miller, Rajmonda Sulo Caceres, Steven Thomas Smith
2016	J	`jnl`	Model Selection Framework for Graph-based data. CoRR Rajmonda Sulo Caceres, Leah Weiner, Matthew C. Schmidt, Benjamin A. Miller, William M. Campbell
2015	J	`jnl`	A Spectral Framework for Anomalous Subgraph Detection. IEEE Trans. Signal Process. Benjamin A. Miller, Michelle S. Beard, Patrick J. Wolfe, Nadya T. Bliss
2015	—	`conf`	Graphulo: Linear Algebra Graph Kernels for NoSQL Databases. IPDPS Workshops Vijay Gadepally, Jake Bolewski, Dan Hook, Dylan Hutchison, Benjamin A. Miller, Jeremy Kepner
2015	J	`jnl`	Graphulo: Linear Algebra Graph Kernels for NoSQL Databases. CoRR Vijay Gadepally, Jake Bolewski, Dan Hook, Dylan Hutchison, Benjamin A. Miller, Jeremy Kepner
2015	Misc	`conf`	Improved hidden clique detection by optimal linear fusion of multiple adjacency matrices. ACSSC Himanshu Nayar, Benjamin A. Miller, Kelly Geyer, Rajmonda Sulo Caceres, Steven Thomas Smith, Raj Rao Nadakuditi
2015	—	`conf`	Improving the performance of graph analysis through partitioning with sampling. HPEC Michael M. Wolf, Benjamin A. Miller
2015	Misc	`conf`	Planted clique detection below the noise floor using low-rank sparse PCA. ICASSP Alexis B. Cook, Benjamin A. Miller
2015	Misc	`conf`	Residuals-based subgraph detection with cue vertices. ACSSC Benjamin A. Miller, Stephen Kelley, Rajmonda Sulo Caceres, Steven Thomas Smith
2015	—	`conf`	Sampling large graphs for anticipatory analytics. HPEC Lauren Edwards, Luke Johnson, Maja Milosavljevic, Vijay Gadepally, Benjamin A. Miller
2015	Misc	`conf`	Sampling operations on big data. ACSSC Vijay Gadepally, Taylor Herr, Luke Johnson, Lauren Milechin, Maja Milosavljevic, Benjamin A. Miller
2015	C	`conf`	Temporal and multi-source fusion for detection of innovation in collaboration networks. FUSION Benjamin A. Miller, Michelle S. Beard, Manfred D. Laubichler, Nadya T. Bliss
2014	J	`jnl`	A Spectral Framework for Anomalous Subgraph Detection. CoRR Benjamin A. Miller, Nadya T. Bliss, Patrick J. Wolfe, Michelle S. Beard
2014	—	`conf`	Sparse matrix partitioning for parallel eigenanalysis of large static and dynamic graphs. HPEC Michael M. Wolf, Benjamin A. Miller
2014	J	`jnl`	Spectral Anomaly Detection in Very Large Graphs: Models, Noise, and Computational Complexity. CoRR Benjamin A. Miller, Nicholas Arcolano, Michael M. Wolf, Nadya T. Bliss
2014	Misc	`conf`	Spectral subgraph detection with corrupt observations. ICASSP Benjamin A. Miller, Nicholas Arcolano
2013	C	`conf`	Efficient anomaly detection in dynamic, attributed graphs: Emerging phenomena and big data. ISI Benjamin A. Miller, Nicholas Arcolano, Nadya T. Bliss
2013	Misc	`conf`	Sparse volterra systems: Theory and practice. ICASSP Andrew K. Bolstad, Benjamin A. Miller
2012	J	`jnl`	A Stochastic System for Large Network Growth. IEEE Signal Process. Lett. Benjamin A. Miller, Nadya T. Bliss
2012	Misc	`conf`	A scalable signal processing architecture for massive graph analysis. ICASSP Benjamin A. Miller, Nicholas Arcolano, Michelle S. Beard, Jeremy Kepner, Matthew C. Schmidt, Nadya T. Bliss, Patrick J. Wolfe
2012	—	`conf`	Benchmarking parallel eigen decomposition for residuals analysis of very large graphs. HPEC Edward Rutledge, Benjamin A. Miller, Michelle S. Beard
2012	—	`conf`	Characterization of traffic and structure in the U.S. airport network. CIDU Vineet Mehta, Feanil Patel, Yan Glina, Matthew C. Schmidt, Benjamin A. Miller, Nadya Travinin Bliss
2012	Misc	`conf`	Goodness-of-fit statistics for anomaly detection in Chung-Lu random graphs. ICASSP Benjamin A. Miller, Lauren H. Stephens, Nadya T. Bliss
2012	—	`conf`	Low Power Sparse Polynomial Equalizer (SPEQ) for Nonlinear Digital Compensation of an Active Anti-Alias Filter. SiPS Karen Gettings, Andrew K. Bolstad, Show-Yah Stuart Chen, Michael N. Ericson, Benjamin A. Miller, Michael Vai
2012	Misc	`conf`	Moments of parameter estimates for Chung-Lu random graph models. ICASSP Nicholas Arcolano, Karl S. Ni, Benjamin A. Miller, Nadya T. Bliss, Patrick J. Wolfe
2012	—	`conf`	Sparse polynomial equalization of an RF receiver via algorithm, analog, and digital codesign. ACSCC Andrew K. Bolstad, Benjamin A. Miller, Karen Gettings, Mike Ericson, Helen Kim, Merlin Green, Dan Santiago
2012	—	`conf`	Toward matched filter optimization for subgraph detection in dynamic networks. SSP Benjamin A. Miller, Nadya T. Bliss
2011	C	`conf`	Eigenspace analysis for threat detection in social networks. FUSION Benjamin A. Miller, Michelle S. Beard, Nadya T. Bliss
2011	Misc	`conf`	Identification and compensation of Wiener-Hammerstein systems with feedback. ICASSP Andrew K. Bolstad, Benjamin A. Miller, Joel Goodman, James E. Vian, Janani Kalyanam
2010	—	`conf`	Subgraph Detection Using Eigenvector L1 Norms. NIPS Benjamin A. Miller, Nadya T. Bliss, Patrick J. Wolfe
2010	Misc	`conf`	Toward signal processing theory for graphs and non-Euclidean data. ICASSP Benjamin A. Miller, Nadya T. Bliss, Patrick J. Wolfe
2009	J	`jnl`	A Log-Frequency Approach to the Identification of the Wiener-Hammerstein Model. IEEE Signal Process. Lett. Joel Goodman, Matthew Herman, Bradley N. Bond, Benjamin A. Miller
2009	J	`jnl`	Polyphase Nonlinear Equalization of Time-Interleaved Analog-to-Digital Converters. IEEE J. Sel. Top. Signal Process. Joel Goodman, Benjamin A. Miller, Matthew Herman, Gil Raz, Jeffrey H. Jackson
2008	—	`conf`	A Polyphase nonlinear equalization architecture and semi-blind identification method. ACSCC Benjamin A. Miller, Joel Goodman, Matthew Herman
2005	—	`conf`	A GUI Framework for GPS-Enabled Robotic Guidance. ISIC Michael Janssen, Benjamin A. Miller, Andrew Drenner, Nikolaos Papanikolopoulos
2005	—	`conf`	Impulse noise protection for multicarrier communication systems. ICASSP (3) Hossein Sedarat, Benjamin A. Miller, Kevin Fisher
2005	—	`conf`	Multicarrier bit-loading in presence of biased Gaussian noise sources. CCNC Hossein Sedarat, Benjamin A. Miller, Kevin Fisher