Paul Bogdan

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 115

Top Venues

Publications

Jayson Sia, Edmond A. Jonckheere, Laith Shalalfeh, Paul Bogdan
Phasor Measurement Unit Change-Point Detection of Frequency Hurst Exponent Anomaly With Time-to-Event. IEEE Trans. Dependable Secur. Comput. 21 (2) (2024)
Luzhe Huang, Xiongye Xiao, Shixuan Li, Jiawen Sun, Yi Huang, Aydogan Ozcan, Paul Bogdan
Multi-scale Conditional Generative Modeling for Microscopic Image Restoration. CoRR (2024)
Fanchen Bu, Ruochen Yang, Paul Bogdan, Kijung Shin
Exploring Edge Probability Graph Models Beyond Edge Independency: Concepts, Analyses, and Algorithms. CoRR (2024)
Xiongye Xiao, Gengshuo Liu, Gaurav Gupta, Defu Cao, Shixuan Li, Yaxing Li, Tianqing Fang, Mingxi Cheng, Paul Bogdan
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning. ICLR (2024)
Shukai Duan, Heng Ping, Nikos Kanakaris, Xiongye Xiao, Peiyu Zhang, Panagiotis Kyriakis, Nesreen K. Ahmed, Guixiang Ma, Mihai Capota, Shahin Nazarian, Theodore L. Willke, Paul Bogdan
A structure-aware framework for learning device placements on computation graphs. CoRR (2024)
Anzhe Cheng, Heng Ping, Zhenkun Wang, Xiongye Xiao, Chenzhong Yin, Shahin Nazarian, Mingxi Cheng, Paul Bogdan
Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks. ICASSP (2024)
Xiongye Xiao, Gengshuo Liu, Gaurav Gupta, Defu Cao, Shixuan Li, Yaxing Li, Tianqing Fang, Mingxi Cheng, Paul Bogdan
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning. CoRR (2024)
Xiongye Xiao, Chenyu Zhou, Heng Ping, Defu Cao, Yaxing Li, Yizhuo Zhou, Shixuan Li, Paul Bogdan
Exploring Neuron Interactions and Emergence in LLMs: From the Multifractal Analysis Perspective. CoRR (2024)
Chenzhong Yin, Hantang Zhang, Mingxi Cheng, Xiongye Xiao, Xinghe Chen, Xin Ren, Paul Bogdan
Discovering Malicious Signatures in Software from Structural Interactions. ICASSP (2024)
Jingyu He, Ziyang Shen, Fengshi Tian, Jinbo Chen, Jie Yang, Mohamad Sawan, Hsiang-Ting Chen, Paul Bogdan, Chi-Ying Tsui
SNNOpt: An Application-Specific Design Framework for Spiking Neural Networks. AICAS (2023)
Junyao Zhang, Paul Bogdan, Shahin Nazarian
A Majority Logic Synthesis Framework For Single Flux Quantum Circuits. CoRR (2023)
Xiongye Xiao, Gengshuo Liu, Gaurav Gupta, Defu Cao, Shixuan Li, Yaxing Li, Tianqing Fang, Mingxi Cheng, Paul Bogdan
Neuro-Inspired Hierarchical Multimodal Learning. CoRR (2023)
Eleni Miliotou, Panagiotis Kyriakis, Jason D. Hinman, Andrei Irimia, Paul Bogdan
Generative Decoding of Visual Stimuli. ICML (2023)
Anzhe Cheng, Zhenkun Wang, Chenzhong Yin, Mingxi Cheng, Heng Ping, Xiongye Xiao, Shahin Nazarian, Paul Bogdan
Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks. CoRR (2023)
Shukai Duan, Nikos Kanakaris, Xiongye Xiao, Heng Ping, Chenyu Zhou, Nesreen K. Ahmed, Guixiang Ma, Mihai Capota, Theodore L. Willke, Shahin Nazarian, Paul Bogdan
Leveraging Reinforcement Learning and Large Language Models for Code Optimization. CoRR (2023)
Emily A. Reed, Guilherme Ramos, Paul Bogdan, Sérgio Pequito
A Scalable Distributed Dynamical Systems Approach to Learn the Strongly Connected Components and Diameter of Networks. IEEE Trans. Autom. Control. 68 (5) (2023)
Xiongye Xiao, Defu Cao, Ruochen Yang, Gaurav Gupta, Gengshuo Liu, Chenzhong Yin, Radu Balan, Paul Bogdan
Coupled Multiwavelet Neural Operator Learning for Coupled Partial Differential Equations. CoRR (2023)
Xiongye Xiao, Defu Cao, Ruochen Yang, Gaurav Gupta, Gengshuo Liu, Chenzhong Yin, Radu Balan, Paul Bogdan
Coupled Multiwavelet Operator Learning for Coupled Differential Equations. ICLR (2023)
Junyao Zhang, Paul Bogdan, Shahin Nazarian
C-SAR: SAT Attack Resistant Logic Locking for RSFQ Circuits. CoRR (2023)
Chenzhong Yin, Zhihong Pan, Xin Zhou, Le Kang, Paul Bogdan
Raising The Limit of Image Rescaling Using Auxiliary Encoding. ICASSP (2023)
Emily A. Reed, Guilherme Ramos, Paul Bogdan, Sérgio Pequito
Mitigating Epilepsy by Stabilizing Linear Fractional-Order Systems. ACC (2023)
Chenzhong Yin, Mihai Udrescu, Gaurav Gupta, Mingxi Cheng, Andrei Lihu, Lucretia Udrescu, Paul Bogdan, David M. Mannino, Stefan Mihaicuta
Fractional dynamics foster deep learning of COPD stage prediction. CoRR (2023)
Valeriu Balaban, Jayson Sia, Paul Bogdan
Robust Learning Under Label Noise by Optimizing the Tails of the Loss Distribution. ICMLA (2023)
Chenzhong Yin, Mingxi Cheng, Xiongye Xiao, Xinghe Chen, Shahin Nazarian, Andrei Irimia, Paul Bogdan
Leader-Follower Neural Networks with Local Error Signals Inspired by Complex Collectives. CoRR (2023)
Chenzhong Yin, Zhihong Pan, Xin Zhou, Le Kang, Paul Bogdan
Raising The Limit Of Image Rescaling Using Auxiliary Encoding. CoRR (2023)
Chenzhong Yin, Hantang Zhang, Mingxi Cheng, Xiongye Xiao, Xinghe Chen, Xin Ren, Paul Bogdan
Discovering Malicious Signatures in Software from Structural Interactions. CoRR (2023)
Mohamed Ridha Znaidi, Gaurav Gupta, Paul Bogdan
Secure Distributed/Federated Learning: Prediction-Privacy Trade-Off for Multi-Agent System. CoRR (2022)
Emily A. Reed, Guilherme Ramos, Paul Bogdan, Sérgio Pequito
Minimum structural sensor placement for switched linear time-invariant systems and unknown inputs. Autom. 146 (2022)
Ruochen Yang, Frederic Sala, Paul Bogdan
Efficient Representation Learning for Higher-Order Data With Simplicial Complexes. LoG (2022)
Panagiotis Kyriakis, Jyotirmoy Deshmukh, Paul Bogdan
Pareto Policy Adaptation. ICLR (2022)
Gaurav Gupta, Xiongye Xiao, Radu Balan, Paul Bogdan
Non-Linear Operator Approximations for Initial Value Problems. ICLR (2022)
Minjeong Cha, Emine Sumeyra Turali-Emre, Xiongye Xiao, Ji-Young Kim, Paul Bogdan, J. Scott Vanepps, Angela Violi, Nicholas A. Kotov
Unifying structural descriptors for biological and bioinspired nanoscale complexes. Nat. Comput. Sci. 2 (4) (2022)
Valeriu Balaban, Hoda Bidkhori, Paul Bogdan
Improving Robustness: When and How to Minimize or Maximize the Loss Variance. ICMLA (2022)
Emily A. Reed, Sarthak Chatterjee, Guilherme Ramos, Paul Bogdan, Sérgio Pequito
Fractional cyber-neural systems - A brief survey. Annu. Rev. Control. 54 (2022)
Panagiotis Kyriakis, Jyotirmoy V. Deshmukh, Paul Bogdan
Learning from Demonstrations under Stochastic Temporal Logic Constraints. ACC (2022)
Mingxi Cheng, Tingyang Sun, Shahin Nazarian, Paul Bogdan
Trustworthiness Evaluation and Trust-Aware Design of CNN Architectures. CoLLAs (2022)
Yao Xiao, Guixiang Ma, Nesreen K. Ahmed, Mihai Capota, Theodore L. Willke, Shahin Nazarian, Paul Bogdan
End-to-end Mapping in Heterogeneous Systems Using Graph Representation Learning. CoRR (2022)
Jingyu He, Yao Xiao, Corina Bogdan, Shahin Nazarian, Paul Bogdan
A Design Methodology for Energy-Aware Processing in Unmanned Aerial Vehicles. ACM Trans. Design Autom. Electr. Syst. 27 (1) (2022)
Paul Bogdan, Radu Grosu, Insup Lee
Introduction to the Special Issue on Internet-of-Medical-Things. ACM Trans. Comput. Heal. 3 (3) (2022)
Mohamed Ridha Znaidi, Gaurav Gupta, Paul Bogdan
Secure Distributed/Federated Learning: Prediction-Privacy Trade-Off for Multi-Agent System. ISIT (2022)
Guixiang Ma, Yao Xiao, Mihai Capota, Theodore L. Willke, Shahin Nazarian, Paul Bogdan, Nesreen K. Ahmed
Learning Code Representations Using Multifractal-based Graph Networks. IEEE BigData (2021)
Emily A. Reed, Sarthak Chatterjee, Guilherme Ramos, Paul Bogdan, Sérgio Pequito
Fractional cyber-neural systems - a brief survey. CoRR (2021)
Mingxi Cheng, Shahin Nazarian, Paul Bogdan
VRoC: Variational Autoencoder-aided Multi-task Rumor Classifier Based on Text. CoRR (2021)
Panagiotis Kyriakis, Iordanis Fostiropoulos, Paul Bogdan
Learning Hyperbolic Representations of Topological Features. CoRR (2021)
Yao Xiao, Shahin Nazarian, Paul Bogdan
Plasticity-on-Chip Design: Exploiting Self-Similarity for Data Communications. IEEE Trans. Computers 70 (6) (2021)
Emily A. Reed, Guilherme Ramos, Paul Bogdan, Sérgio Pequito
Minimum Structural Sensor Placement for Switched Linear Time-Invariant Systems and Unknown Inputs. CoRR (2021)
Gaurav Gupta, Xiongye Xiao, Paul Bogdan
Multiwavelet-based Operator Learning for Differential Equations. CoRR (2021)
Laith Shalalfeh, Paul Bogdan, Edmond A. Jonckheere
Fractional Dynamics of PMU Data. IEEE Trans. Smart Grid 12 (3) (2021)
Mingxi Cheng, Junyao Zhang, Shahin Nazarian, Jyotirmoy Deshmukh, Paul Bogdan
Trust-aware Control for Intelligent Transportation Systems. CoRR (2021)
Emily A. Reed, Guilherme Ramos, Paul Bogdan, Sérgio Pequito
A scalable distributed dynamical systems approach to compute the strongly connected components and diameter of networks. CoRR (2021)
Gaurav Gupta, Chenzhong Yin, Jyotirmoy V. Deshmukh, Paul Bogdan
Non-Markovian Reinforcement Learning using Fractional Dynamics. CDC (2021)
Gaurav Gupta, Chenzhong Yin, Jyotirmoy V. Deshmukh, Paul Bogdan
Non-Markovian Reinforcement Learning using Fractional Dynamics. CoRR (2021)
Mingxi Cheng, Chenzhong Yin, Junyao Zhang, Shahin Nazarian, Jyotirmoy Deshmukh, Paul Bogdan
A General Trust Framework for Multi-Agent Systems. AAMAS (2021)
Panagiotis Kyriakis, Iordanis Fostiropoulos, Paul Bogdan
Learning Hyperbolic Representations of Topological Features. ICLR (2021)
Guixiang Ma, Yao Xiao, Theodore L. Willke, Nesreen K. Ahmed, Shahin Nazarian, Paul Bogdan
A Distributed Graph-Theoretic Framework for Automatic Parallelization in Multi-core Systems. MLSys (2021)
Mingxi Cheng, Junyao Zhang, Shahin Nazarian, Jyotirmoy Deshmukh, Paul Bogdan
Trust-aware Control for Intelligent Transportation Systems. IV (2021)
Gaurav Gupta, Xiongye Xiao, Paul Bogdan
Multiwavelet-based Operator Learning for Differential Equations. NeurIPS (2021)
Laith Shalalfeh, Paul Bogdan, Edmond A. Jonckheere
PMU Visibility Graphs. ISGT (2020)
Chenzhong Yin, Gaurav Gupta, Paul Bogdan
Discovering Laws from Observations: A Data-Driven Approach. DDDAS (2020)
Guixiang Ma, Yao Xiao, Theodore L. Willke, Nesreen K. Ahmed, Shahin Nazarian, Paul Bogdan
A Vertex Cut based Framework for Load Balancing and Parallelism Optimization in Multi-core Systems. CoRR (2020)
Xiqian Wang, Jiajin Xi, Yinghao Wang, Paul Bogdan, Shahin Nazarian
Efficient Task Mapping for Manycore Systems. CoRR (2020)
Mingxi Cheng, Ji Li, Paul Bogdan, Shahin Nazarian
H₂O-Cloud: A Resource and Quality of Service-Aware Task Scheduling Framework for Warehouse-Scale Data Centers. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (10) (2020)
Mingqiang Wang, Drew Vecchio, Chunyan Wang, Ahmet Emre, Xiongye Xiao, Zaixing Jiang, Paul Bogdan, Yudong Huang, Nicholas A. Kotov
Biomorphic structural batteries for robotics. Sci. Robotics 5 (45) (2020)
Shahin Nazarian, Paul Bogdan
S4oC: A Self-Optimizing, Self-Adapting Secure System-on-Chip Design Framework to Tackle Unknown Threats - A Network Theoretic, Learning Approach. ISCAS (2020)
Shahin Nazarian, Paul Bogdan
S4oC: A Self-optimizing, Self-adapting Secure System-on-Chip Design Framework to Tackle Unknown Threats - A Network Theoretic, Learning Approach. CoRR (2020)
Panagiotis Kyriakis, Sérgio Pequito, Paul Bogdan
On the Stability and Fairness of Submodular Allocations. CDC (2020)
Panagiotis Kyriakis, Sérgio Pequito, Paul Bogdan
Actuator Placement for Heterogeneous Complex Dynamical Networks with Long-Term Memory. ACC (2020)
Mingxi Cheng, Shahin Nazarian, Paul Bogdan
VRoC: Variational Autoencoder-aided Multi-task Rumor Classifier Based on Text. WWW (2020)
Xiqian Wang, Jiajin Xi, Yinghao Wang, Paul Bogdan, Shahin Nazarian
An Efficient Task Mapping for Manycore Systems. ISCAS (2020)
Mohamed Ridha Znaidi, Gaurav Gupta, Kamiar Asgari, Paul Bogdan
Identifying Arguments of Space-Time Fractional Diffusion: Data-Driven Approach. Frontiers Appl. Math. Stat. 6 (2020)
Mingxi Cheng, Shahin Nazarian, Paul Bogdan
There Is Hope After All: Quantifying Opinion and Trustworthiness in Neural Networks. Frontiers Artif. Intell. 3 (2020)
Paul Bogdan, Fan Chen, Aryan Deshwal, Janardhan Rao Doppa, Biresh Kumar Joardar, Hai (Helen) Li, Shahin Nazarian, Linghao Song, Yao Xiao
Taming extreme heterogeneity via machine learning based design of autonomous manycore systems. CODES+ISSS (2019)
Gaurav Gupta, Sérgio Pequito, Paul Bogdan
Learning Latent Fractional dynamics with Unknown Unknowns. ACC (2019)
Qi Cao, Guilherme Ramos, Paul Bogdan, Sérgio Pequito
The actuation spectrum of Spatiotemporal Networks with Power-Law Time Dependencies. Adv. Complex Syst. 22 (7&8) (2019)
Yao Xiao, Shahin Nazarian, Paul Bogdan
Self-Optimizing and Self-Programming Computing Systems: A Combined Compiler, Complex Networks, and Machine Learning Approach. IEEE Trans. Very Large Scale Integr. Syst. 27 (6) (2019)
Ruochen Yang, Gaurav Gupta, Paul Bogdan
Data-driven perception of neuron point process with unknown unknowns. ICCPS (2019)
Jingyu He, Yao Xiao, Paul Bogdan, Corina Bogdan
Design Methodology for Energy Efficient Unmanned Aerial Vehicles. CoRR (2019)
Panagiotis Kyriakis, Jyotirmoy V. Deshmukh, Paul Bogdan
Specification Mining and Robust Design under Uncertainty: A Stochastic Temporal Logic Approach. ACM Trans. Embed. Comput. Syst. 18 (5s) (2019)
Janardhan Rao Doppa, Justinian Rosca, Paul Bogdan
Autonomous Design Space Exploration of Computing Systems for Sustainability: Opportunities and Challenges. IEEE Des. Test 36 (5) (2019)
Mingxi Cheng, Ji Li, Paul Bogdan, Shahin Nazarian
H2O-Cloud: A Resource and Quality of Service-Aware Task Scheduling Framework for Warehouse-Scale Data Centers. CoRR (2019)
Janardhan Rao Doppa, Justinian Rosca, Paul Bogdan
Guest Editors' Introduction: Special Issue on Smart and Autonomous Systems for Sustainability. IEEE Des. Test 36 (5) (2019)
Xian Li, Karthi Duraisamy, Paul Bogdan, Janardhan Rao Doppa, Partha Pratim Pande
Scalable Network-on-Chip Architectures for Brain-Machine Interface Applications. IEEE Trans. Very Large Scale Integr. Syst. 26 (10) (2018)
Vasileios Tzoumas, Yuankun Xue, Sérgio Pequito, Paul Bogdan, George J. Pappas
Selecting Sensors in Biological Fractional-Order Systems. IEEE Trans. Control. Netw. Syst. 5 (2) (2018)
Gaurav Gupta, Sérgio Pequito, Paul Bogdan
Re-thinking EEG-based non-invasive brain interfaces: modeling and analysis. CoRR (2018)
Paul Bogdan, Massoud Pedram
Toward Enabling Automated Cognition and Decision-Making in Complex Cyber-Physical Systems. ISCAS (2018)
Yao Xiao, Shahin Nazarian, Paul Bogdan
Prometheus: Processing-in-memory heterogeneous architecture design from a multi-layer network theoretic strategy. DATE (2018)
J. Sia, Edmond A. Jonckheere, Laith Shalalfeh, Paul Bogdan
PMU Change Point Detection of Imminent Voltage Collapse and Stealthy Attacks. CDC (2018)
Gaurav Gupta, Sérgio Pequito, Paul Bogdan
Approximate Submodular Functions and Performance Guarantees. CoRR (2018)
Fanchao Wang, Hanbin Zhu, Pranjay Popli, Yao Xiao, Paul Bogdan, Shahin Nazarian
Accelerating Coverage Directed Test Generation for Functional Verification: A Neural Network-based Framework. ACM Great Lakes Symposium on VLSI (2018)
Gaurav Gupta, Sérgio Daniel Pequito, Paul Bogdan
Re-thinking EEG-based non-invasive brain interfaces: modeling and analysis. ICCPS (2018)
Gaurav Gupta, Sérgio Pequito, Paul Bogdan
Learning Latent Fractional dynamics with Unknown Unknowns. CoRR (2018)
Gaurav Gupta, Sérgio Pequito, Paul Bogdan
Dealing with Unknown Unknowns: Identification and Selection of Minimal Sensing for Fractional Dynamics with Unknown Inputs. CoRR (2018)
Gaurav Gupta, Sérgio Pequito, Paul Bogdan
Dealing with Unknown Unknowns: Identification and Selection of Minimal Sensing for Fractional Dynamics with Unknown Inputs. ACC (2018)
Hanchen Yang, Feiyang Kang, Caiwen Ding, Ji Li, Jaemin Kim, Donkyu Baek, Shahin Nazarian, Xue Lin, Paul Bogdan, Naehyuck Chang
Prediction-based fast thermoelectric generator reconfiguration for energy harvesting from vehicle radiators. DATE (2018)
Hanchen Yang, Feiyang Kang, Caiwen Ding, Ji Li, Jaemin Kim, Donkyu Baek, Shahin Nazarian, Xue Lin, Paul Bogdan, Naehyuck Chang
Prediction-Based Fast Thermoelectric Generator Reconfiguration for Energy Harvesting from Vehicle Radiators. CoRR (2018)
Ruochen Yang, Gaurav Gupta, Paul Bogdan
Data-driven Perception of Neuron Point Process with Unknown Unknowns. CoRR (2018)
Jyotirmoy V. Deshmukh, Panagiotis Kyriakis, Paul Bogdan
Stochastic Temporal Logic Abstractions: Challenges and Opportunities. FORMATS (2018)
Xian Li, Karthi Duraisamy, Joe Baylon, Turbo Majumder, Guopeng Wei, Paul Bogdan, Deukhyoun Heo, Partha Pratim Pande
A Reconfigurable Wireless NoC for Large Scale Microbiome Community Analysis. IEEE Trans. Computers 66 (10) (2017)
Yuankun Xue, Ji Li, Shahin Nazarian, Paul Bogdan
Fundamental Challenges Toward Making the IoT a Reachable Reality: A Model-Centric Investigation. ACM Trans. Design Autom. Electr. Syst. 22 (3) (2017)
Karthi Duraisamy, Yuankun Xue, Paul Bogdan, Partha Pratim Pande
Multicast-Aware High-Performance Wireless Network-on-Chip Architectures. IEEE Trans. Very Large Scale Integr. Syst. 25 (3) (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Paul Bogdan