Stacy Patterson

123 papers A* 6A 4B 10C 7Misc 2Journal 65Unranked 29

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Measuring Privacy Risks and Tradeoffs in Financial Synthetic Data Generation. CoRR Michael Zuo, Inwon Kang, Stacy Patterson, Oshani Seneviratne
2026	J	`jnl`	Multi-task Code LLMs: Data Mix or Model Merge? CoRR Mingzhi Zhu, Boris Sobolev, Rahul Krishna, Raju Pavuluri, Stacy Patterson, Michele Merler
2026	J	`jnl`	Optimal Assignment and Motion Control in Two-Class Continuum Swarms. IEEE Trans. Control. Netw. Syst. Max Emerick, Stacy Patterson, Bassam Bamieh
2025	J	`jnl`	Formal verification of timely knowledge propagation in airborne networks. Sci. Comput. Program. Saswata Paul, Chris McCarthy, Stacy Patterson, Carlos A. Varela
2025	J	`jnl`	PBM-VFL: Vertical Federated Learning with Feature and Sample Privacy. CoRR Linh Tran, Timothy Castiglia, Stacy Patterson, Ana L. Milanova
2025	A*	`conf`	Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models. ICLR Linh Tran, Wei Sun, Stacy Patterson, Ana L. Milanova
2025	J	`jnl`	Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models. CoRR Linh Tran, Wei Sun, Stacy Patterson, Ana L. Milanova
2024	—	`conf`	A Differentially Private Blockchain-Based Approach for Vertical Federated Learning. DAPPS Linh Tran, Sanjay Chari, Md. Saikat Islam Khan, Aaron Zachariah, Stacy Patterson, Oshani Seneviratne
2024	J	`jnl`	A Differentially Private Blockchain-Based Approach for Vertical Federated Learning. CoRR Linh Tran, Sanjay Chari, Md. Saikat Islam Khan, Aaron Zachariah, Stacy Patterson, Oshani Seneviratne
2024	J	`jnl`	A Survey of Privacy Threats and Defense in Vertical Federated Learning: From Model Life Cycle Perspective. CoRR Lei Yu, Meng Han, Yiming Li, Changting Lin, Yao Zhang, Mingyang Zhang, Yan Liu, Haiqin Weng, Yuseok Jeon, Ka-Ho Chow, Stacy Patterson
2024	—	`conf`	Fed-RD: Privacy-Preserving Federated Learning for Financial Crime Detection. CIFEr Md. Saikat Islam Khan, Aparna Gupta, Oshani Seneviratne, Stacy Patterson
2024	J	`jnl`	Fed-RD: Privacy-Preserving Federated Learning for Financial Crime Detection. CoRR Md. Saikat Islam Khan, Aparna Gupta, Oshani Seneviratne, Stacy Patterson
2024	J	`jnl`	Flexible Vertical Federated Learning With Heterogeneous Parties. IEEE Trans. Neural Networks Learn. Syst. Timothy Castiglia, Shiqiang Wang, Stacy Patterson
2024	J	`jnl`	Optimal Assignment and Motion Control in Two-Class Continuum Swarms. CoRR Max Emerick, Stacy Patterson, Bassam Bamieh
2023	J	`jnl`	Eventual consensus in Synod: verification using a failure-aware actor model. Innov. Syst. Softw. Eng. Saswata Paul, Gul Agha, Stacy Patterson, Carlos A. Varela
2023	A*	`conf`	LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning. ICML Timothy Castiglia, Yi Zhou, Shiqiang Wang, Swanand Kadhe, Nathalie Baracaldo, Stacy Patterson
2023	J	`jnl`	LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning. CoRR Timothy Castiglia, Yi Zhou, Shiqiang Wang, Swanand Kadhe, Nathalie Baracaldo, Stacy Patterson
2022	B	`conf`	A Continuum Approach for Collaborative Task Processing in UAV MEC Networks. CLOUD Lorson Blair, Carlos A. Varela, Stacy Patterson
2022	J	`jnl`	A Continuum Approach for Collaborative Task Processing in UAV MEC Networks. CoRR Lorson Blair, Carlos A. Varela, Stacy Patterson
2022	—	`conf`	A Sample-Based Algorithm for Approximately Testing r-Robustness of a Digraph. CDC Yuhao Yi, Yuan Wang, Xingkang He, Stacy Patterson, Karl Henrik Johansson
2022	J	`jnl`	A Sample-Based Algorithm for Approximately Testing r-Robustness of a Digraph. CoRR Yuhao Yi, Yuan Wang, Xingkang He, Stacy Patterson, Karl Henrik Johansson
2022	J	`jnl`	Biharmonic Distance-Based Performance Metric for Second-Order Noisy Consensus Networks. IEEE Trans. Inf. Theory Yuhao Yi, Bingjia Yang, Zuobai Zhang, Zhongzhi Zhang, Stacy Patterson
2022	A*	`conf`	Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data. ICML Timothy J. Castiglia, Anirban Das, Shiqiang Wang, Stacy Patterson
2022	J	`jnl`	Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data. CoRR Timothy Castiglia, Anirban Das, Shiqiang Wang, Stacy Patterson
2022	J	`jnl`	Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning. ACM Trans. Intell. Syst. Technol. Anirban Das, Timothy Castiglia, Shiqiang Wang, Stacy Patterson
2022	J	`jnl`	Flexible Vertical Federated Learning with Heterogeneous Parties. CoRR Timothy Castiglia, Shiqiang Wang, Stacy Patterson
2021	B	`ed.`	21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2021, Melbourne, Australia, May 10-13, 2021 CCGRID Laurent Lefèvre, Stacy Patterson, Young Choon Lee, Haiying Shen, Shashikant Ilager, Mohammad Goudarzi, Adel Nadjaran Toosi, Rajkumar Buyya
2021	J	`jnl`	Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning. CoRR Anirban Das, Timothy Castiglia, Shiqiang Wang, Stacy Patterson
2021	J	`jnl`	Diffusion and Consensus in a Weakly Coupled Network of Networks. IEEE Trans. Control. Netw. Syst. Yuhao Yi, Anirban Das, Bassam Bamieh, Zhongzhi Zhang, Stacy Patterson
2021	—	`conf`	Formal Guarantees of Timely Progress for Distributed Knowledge Propagation. FMAS Saswata Paul, Stacy Patterson, Carlos A. Varela
2021	A*	`conf`	Multi-Level Local SGD: Distributed SGD for Heterogeneous Hierarchical Networks. ICLR Timothy Castiglia, Anirban Das, Stacy Patterson
2021	Misc	`conf`	Multi-Tier Federated Learning for Vertically Partitioned Data. ICASSP Anirban Das, Stacy Patterson
2021	J	`jnl`	Multi-Tier Federated Learning for Vertically Partitioned Data. CoRR Anirban Das, Stacy Patterson
2021	J	`jnl`	Shifting Opinions in a Social Network Through Leader Selection. IEEE Trans. Control. Netw. Syst. Yuhao Yi, Timothy Castiglia, Stacy Patterson
2021	—	`conf`	Verification of Eventual Consensus in Synod Using a Failure-Aware Actor Model. NFM Saswata Paul, Gul A. Agha, Stacy Patterson, Carlos A. Varela
2021	J	`jnl`	Verification of Eventual Consensus in Synod Using a Failure-Aware Actor Model. CoRR Saswata Paul, Gul A. Agha, Stacy Patterson, Carlos A. Varela
2020	A	`conf`	A Hierarchical Model for Fast Distributed Consensus in Dynamic Networks. ICDCS Timothy Castiglia, Colin Goldberg, Stacy Patterson
2020	J	`jnl`	A Hierarchical Model for Fast Distributed Consensus in Dynamic Networks. CoRR Timothy Castiglia, Colin Goldberg, Stacy Patterson
2020	J	`jnl`	Diffusion and Consensus in a Weakly Coupled Network of Networks. CoRR Yuhao Yi, Anirban Das, Stacy Patterson, Bassam Bamieh, Zhongzhi Zhang
2020	—	`conf`	Dynamic Data-Driven Formal Progress Envelopes for Distributed Algorithms. DDDAS Saswata Paul, Fotis Kopsaftopoulos, Stacy Patterson, Carlos A. Varela
2020	—	`conf`	Formalizing Event-Driven Behavior of Serverless Applications. ESOCC Matthew Obetz, Anirban Das, Timothy Castiglia, Stacy Patterson, Ana L. Milanova
2020	J	`jnl`	Maximizing the Number of Spanning Trees in a Connected Graph. IEEE Trans. Inf. Theory Huan Li, Stacy Patterson, Yuhao Yi, Zhongzhi Zhang
2020	J	`jnl`	Multi-Level Local SGD for Heterogeneous Hierarchical Networks. CoRR Timothy Castiglia, Anirban Das, Stacy Patterson
2020	J	`jnl`	Optimizing the Coherence of a Network of Networks. IEEE Trans. Control. Netw. Syst. Erika Mackin, Stacy Patterson
2020	B	`conf`	Performance Optimization for Edge-Cloud Serverless Platforms via Dynamic Task Placement. CCGRID Anirban Das, Shigeru Imai, Stacy Patterson, Mike P. Wittie
2020	J	`jnl`	Performance Optimization for Edge-Cloud Serverless Platforms via Dynamic Task Placement. CoRR Anirban Das, Shigeru Imai, Mike P. Wittie, Stacy Patterson
2020	J	`jnl`	Scale-Free Loopy Structure is Resistant to Noise in Consensus Dynamics in Complex Networks. IEEE Trans. Cybern. Yuhao Yi, Zhongzhi Zhang, Stacy Patterson
2020	B	`conf`	Skedulix: Hybrid Cloud Scheduling for Cost-Efficient Execution of Serverless Applications. CLOUD Anirban Das, Andrew Leaf, Carlos A. Varela, Stacy Patterson
2020	J	`jnl`	Skedulix: Hybrid Cloud Scheduling for Cost-Efficient Execution of Serverless Applications. CoRR Anirban Das, Andrew Leaf, Carlos A. Varela, Stacy Patterson
2019	J	`jnl`	A Resistance-Distance-Based Approach for Optimal Leader Selection in Noisy Consensus Networks. IEEE Trans. Control. Netw. Syst. Stacy Patterson, Yuhao Yi, Zhongzhi Zhang
2019	A	`conf`	Autograding Distributed Algorithms in Networked Containers. SIGCSE Evan Maicus, Matthew Peveler, Stacy Patterson, Barbara Cutler
2019	J	`jnl`	Disagreement and Polarization in Two-Party Social Networks. CoRR Yuhao Yi, Stacy Patterson
2019	—	`conf`	Distributed Submodular Maximization with Bounded Communication Cost. CDC Timothy Castiglia, Stacy Patterson
2019	J	`jnl`	Formalizing Event-Driven Behavior of Serverless Applications. CoRR Matthew Obetz, Stacy Patterson, Ana L. Milanova
2019	C	`conf`	Maximizing Diversity of Opinion in Social Networks. ACC Erika Mackin, Stacy Patterson
2019	J	`jnl`	Shifting Opinions in a Social Network Through Leader Selection. CoRR Yuhao Yi, Timothy Castiglia, Stacy Patterson
2019	—	`conf`	Static Call Graph Construction in AWS Lambda Serverless Applications. HotCloud Matthew Obetz, Stacy Patterson, Ana L. Milanova
2019	J	`jnl`	Submodular Optimization for Consensus Networks With Noise-Corrupted Leaders. IEEE Trans. Autom. Control. Erika Mackin, Stacy Patterson
2019	J	`jnl`	Submodularity in Systems with Higher Order Consensus with Absolute Information. CoRR Erika Mackin, Stacy Patterson
2018	—	`conf`	A Performance Study of Geo-Distributed IoT Data Aggregation for Fog Computing. UCC Companion Shigeru Imai, Carlos A. Varela, Stacy Patterson
2018	C	`conf`	Biharmonic Distance and Performance of Second-Order Consensus Networks with Stochastic Disturbances. ACC Yuhao Yi, Bingjia Yang, Zhongzhi Zhang, Stacy Patterson
2018	J	`jnl`	BubbleTouch: A Quasi-Static Tactile Skin Simulator. CoRR Brayden Hollis, Stacy Patterson, Jinda Cui, Jeff Trinkle
2018	J	`jnl`	Compressed Learning for Tactile Object Recognition. IEEE Robotics Autom. Lett. Brayden Hollis, Stacy Patterson, Jeff Trinkle
2018	—	`conf`	Convergence Rate of Consensus in a Network of Networks. CDC Anirban Das, Yuhao Yi, Stacy Patterson, Bassam Bamieh, Zhongzhi Zhang
2018	—	`conf`	EdgeBench: Benchmarking Edge Computing Platforms. UCC Companion Anirban Das, Stacy Patterson, Mike P. Wittie
2018	J	`jnl`	EdgeBench: Benchmarking Edge Computing Platforms. CoRR Anirban Das, Stacy Patterson, Mike P. Wittie
2018	J	`jnl`	Maximizing Diversity of Opinion in Social Networks. CoRR Erika Mackin, Stacy Patterson
2018	J	`jnl`	Maximizing the Number of Spanning Trees in a Connected Graph. CoRR Huan Li, Stacy Patterson, Yuhao Yi, Zhongzhi Zhang
2018	J	`jnl`	Scale-free Loopy Structure is Resistant to Noise in Consensus Dynamics in Complex Networks. CoRR Yuhao Yi, Zhongzhi Zhang, Stacy Patterson
2018	—	`conf`	Second Order Consensus with Absolute Information. CDC Erika Mackin, Stacy Patterson
2018	B	`conf`	Uncertainty-Aware Elastic Virtual Machine Scheduling for Stream Processing Systems. CCGrid Shigeru Imai, Stacy Patterson, Carlos A. Varela
2017	J	`jnl`	A Resistance Distance-Based Approach for Optimal Leader Selection in Noisy Consensus Networks. CoRR Stacy Patterson, Yuhao Yi, Zhongzhi Zhang
2017	—	`conf`	Adaptive basis selection for compressed sensing in robotic tactile skins. GlobalSIP Brayden Hollis, Stacy Patterson, Jeff Trinkle
2017	J	`jnl`	Compressed Sensing for Scalable Robotic Tactile Skins. CoRR Brayden Hollis, Stacy Patterson, Jeff Trinkle
2017	B	`conf`	Maximum Sustainable Throughput Prediction for Data Stream Processing over Public Clouds. CCGrid Shigeru Imai, Stacy Patterson, Carlos A. Varela
2017	J	`jnl`	Optimal k-Leader Selection for Coherence and Convergence Rate in One-Dimensional Networks. IEEE Trans. Control. Netw. Syst. Stacy Patterson, Neil McGlohon, Kirill Dyagilev
2017	C	`conf`	Optimizing coherence in 1-D noisy consensus networks with noise-free leaders. ACC Stacy Patterson
2017	J	`jnl`	Optimizing the Coherence of Composite Networks. CoRR Erika Mackin, Stacy Patterson
2017	C	`conf`	Optimizing the coherence of composite networks. ACC Erika Mackin, Stacy Patterson
2017	J	`jnl`	Submodular Optimization for Consensus Networks with Noise-Corrupted Leaders. CoRR Erika Mackin, Stacy Patterson
2016	J	`jnl`	Compressed Learning for Tactile Object Classification. CoRR Brayden Hollis, Stacy Patterson, Jeff Trinkle
2016	J	`jnl`	Compressed Sensing for Tactile Skins. CoRR Brayden Hollis, Stacy Patterson, Jeff Trinkle
2016	A*	`conf`	Compressed sensing for tactile skins. ICRA Brayden Hollis, Stacy Patterson, Jeff Trinkle
2016	B	`conf`	Cost-Efficient Elastic Stream Processing Using Application-Agnostic Performance Prediction. CCGrid Shigeru Imai, Stacy Patterson, Carlos A. Varela
2016	J	`jnl`	Distributed Semi-Stochastic Optimization with Quantization Refinement. CoRR Neil McGlohon, Stacy Patterson
2016	C	`conf`	Distributed semi-stochastic optimization with quantization refinement. ACC Neil McGlohon, Stacy Patterson
2016	B	`conf`	Elastic Virtual Machine Scheduling for Continuous Air Traffic Optimization. CCGrid Shigeru Imai, Stacy Patterson, Carlos A. Varela
2016	—	`conf`	MOVESET: MOdular VEhicle SEnsor Technology. VNC Qi Chen, Brendan Bellows, Mike P. Wittie, Stacy Patterson, Qing Yang
2016	J	`jnl`	Optimal k-Leader Selection for Coherence and Convergence Rate in One-Dimensional Networks. CoRR Stacy Patterson, Neil McGlohon, Kirill Dyagilev
2015	B	`conf`	Cost-Efficient High-Performance Internet-Scale Data Analytics over Multi-cloud Environments. CCGRID Shigeru Imai, Stacy Patterson, Carlos A. Varela
2015	—	`conf`	Distributed cooperative spectrum sensing from sub-Nyquist samples for Cognitive Radios. SPAWC Deborah Cohen, Alon Akiva, Barak Avraham, Stacy Patterson, Yonina C. Eldar
2015	—	`conf`	Efficient, optimal k-leader selection for coherent, one-dimensional formations. ECC Stacy Patterson, Neil McGlohon, Kirill Dyagilev
2015	C	`conf`	In-network leader selection for acyclic graphs. ACC Stacy Patterson
2014	J	`jnl`	Consensus and Coherence in Fractal Networks. IEEE Trans. Control. Netw. Syst. Stacy Patterson, Bassam Bamieh
2014	J	`jnl`	Distributed Compressed Sensing for Static and Time-Varying Networks. IEEE Trans. Signal Process. Stacy Patterson, Yonina C. Eldar, Idit Keidar
2014	J	`jnl`	Efficient, Optimal $k$-Leader Selection for Coherent, One-Dimensional Formations. CoRR Stacy Patterson, Neil McGlohon, Kirill Dyagilev
2014	J	`jnl`	In-Network Leader Selection for Acyclic Graphs. CoRR Stacy Patterson
2013	J	`jnl`	Consensus and Coherence in Fractal Networks. CoRR Stacy Patterson, Bassam Bamieh
2013	J	`jnl`	Distributed Compressed Sensing For Static and Time-Varying Networks. CoRR Stacy Patterson, Yonina C. Eldar, Idit Keidar
2013	—	`conf`	Distributed compressed sensing in dynamic networks. GlobalSIP Stacy Patterson, Yonina C. Eldar, Idit Keidar
2013	Misc	`conf`	Distributed sparse signal recovery for sensor networks. ICASSP Stacy Patterson, Yonina C. Eldar, Idit Keidar
2013	A	`conf`	In-Network Analytics for Ubiquitous Sensing. DISC Ittay Eyal, Idit Keidar, Stacy Patterson, Raphi Rom
2012	J	`jnl`	Coherence in Large-Scale Networks: Dimension-Dependent Limitations of Local Feedback. IEEE Trans. Autom. Control. Bassam Bamieh, Mihailo R. Jovanovic, Partha P. Mitra, Stacy Patterson
2012	J	`jnl`	Distributed Sparse Signal Recovery For Sensor Networks CoRR Stacy Patterson, Yonina C. Eldar, Idit Keidar
2012	—	`conf`	Network optimization with dynamic demands and link prices. Allerton Conference Stacy Patterson, Mike P. Wittie, Kevin C. Almeroth, Bassam Bamieh
2012	J	`jnl`	Serializability, not Serial: Concurrency Control and Availability in Multi-Datacenter Datastores CoRR Stacy Patterson, Aaron J. Elmore, Faisal Nawab, Divyakant Agrawal, Amr El Abbadi
2012	J	`jnl`	Serializability, not Serial: Concurrency Control and Availability in Multi-Datacenter Datastores. Proc. VLDB Endow. Stacy Patterson, Aaron J. Elmore, Faisal Nawab, Divyakant Agrawal, Amr El Abbadi
2011	J	`jnl`	Coherence in Large-Scale Networks: Dimension-Dependent Limitations of Local Feedback CoRR Bassam Bamieh, Mihailo R. Jovanovic, Partha P. Mitra, Stacy Patterson
2011	—	`conf`	Data-Driven Modeling and Analysis of Online Social Networks. WAIM Divyakant Agrawal, Bassam Bamieh, Ceren Budak, Amr El Abbadi, Andrew J. Flanagin, Stacy Patterson
2011	—	`conf`	Network coherence in fractal graphs. CDC/ECC Stacy Patterson, Bassam Bamieh
2010	J	`jnl`	Convergence Rates of Distributed Average Consensus With Stochastic Link Failures. IEEE Trans. Autom. Control. Stacy Patterson, Bassam Bamieh, Amr El Abbadi
2010	—	`conf`	Convergence rates of consensus algorithms in stochastic networks. CDC Stacy Patterson, Bassam Bamieh
2010	—	`conf`	Interaction-driven opinion dynamics in online social networks. SOMA@KDD Stacy Patterson, Bassam Bamieh
2010	—	`conf`	Leader selection for optimal network coherence. CDC Stacy Patterson, Bassam Bamieh
2008	—	`conf`	Distributed consensus with link failures as a structured stochastic uncertainty problem. Allerton Stacy Patterson, Bassam Bamieh
2008	—	`conf`	Effect of topological dimension on rigidity of vehicle formations: Fundamental limitations of local feedback. CDC Bassam Bamieh, Mihailo R. Jovanovic, Partha P. Mitra, Stacy Patterson
2008	A*	`conf`	Environmental Tomography: Ubiquitous Sensing with Mobile Devices. ICDE Stacy Patterson, Bassam Bamieh, Amr El Abbadi
2008	C	`conf`	On the feasibility of large-scale automated highways. MobiQuitous Stacy Patterson, Bassam Bamieh, Amr El Abbadi, Mihailo R. Jovanovic
2008	—	`conf`	Using tomography for ubiquitous sensing. GIS Stacy Patterson, Bassam Bamieh, Amr El Abbadi
2007	—	`conf`	Distributed average consensus with stochastic communication failures. CDC Stacy Patterson, Bassam Bamieh, Amr El Abbadi
2006	A	`conf`	Brief Announcement: Convergence Analysis of Scalable Gossip Protocols. DISC Stacy Patterson, Bassam Bamieh, Amr El Abbadi
2005	B	`conf`	From Static Distributed Systems to Dynamic Systems. SRDS Achour Mostéfaoui, Michel Raynal, Corentin Travers, Stacy Patterson, Divyakant Agrawal, Amr El Abbadi
2005	—	`conf`	Guaranteeing Correctness of Lock-Free Range Queries over P2P Data. DBISP2P Stacy Patterson, Divyakant Agrawal, Amr El Abbadi