Worst-case analysis for pseudorandom testing. - Radu Marculescu (VTS, 1993)

Switching activity analysis considering spatiotemporal correlations. - Radu Marculescu; Diana Marculescu; Massoud Pedram (ICCAD, 1994)

Efficient Power Estimation for Highly Correlated Input Streams. - Radu Marculescu; Diana Marculescu; Massoud Pedram (DAC, 1995)

Information theoretic measures of energy consumption at register transfer level. - Diana Marculescu; Radu Marculescu; Massoud Pedram (ISLPD, 1995)

Stochastic Sequential Machine Synthesis Targeting Constrained Sequence Generation. - Diana Marculescu; Radu Marculescu; Massoud Pedram (DAC, 1996)

Improving the Efficiency of Power Simulators by Input Vector Compaction. - Chi-Ying Tsui; Radu Marculescu; Diana Marculescu; Massoud Pedram (DAC, 1996)

Information theoretic measures for power analysis [logic design]. - Diana Marculescu; Radu Marculescu; Massoud Pedram (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1996)

Adaptive models for input data compaction for power simulators. - Radu Marculescu; Diana Marculescu; Massoud Pedram (ASP-DAC, 1997)

Sequence Compaction for Probabilistic Analysis of Finite-State Machines. - Diana Marculescu; Radu Marculescu; Massoud Pedram (DAC, 1997)

Hierarchical Sequence Compaction for Power Estimation. - Radu Marculescu; Diana Marculescu; Massoud Pedram (DAC, 1997)

Composite sequence compaction for finite-state machines using block entropy and high-order Markov models. - Radu Marculescu; Diana Marculescu; Massoud Pedram (ISLPED, 1997)

Trace-Driven Steady-State Probability Estimation in FSMs with Application to Power Estimation. - Diana Marculescu; Radu Marculescu; Massoud Pedram (DATE, 1998)

Probabilistic modeling of dependencies during switching activity analysis. - Radu Marculescu; Diana Marculescu; Massoud Pedram (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1998)

Non-stationary effects in trace-driven power analysis. - Radu Marculescu; Diana Marculescu; Massoud Pedram (ISLPED, 1999)

Sequence compaction for power estimation: theory and practice. - Radu Marculescu; Diana Marculescu; Massoud Pedram (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1999)

Probabilistic aspects of crosstalk problems in CMOS ICs. - Cristinel Ababei; Radu Marculescu; Venkat Sundarajan (CICC, 2000)

Improving simulation efficiency for circuit-level power estimation [CMOS]. - Radu Marculescu; Cristinel Ababei (ISCAS, 2000)

Stochastic sequential machine synthesis with application to constrained sequence generation. - Diana Marculescu; Radu Marculescu; Massoud Pedram (ACM Trans. Design Autom. Electr. Syst., 2000)

Theoretical bounds for switching activity analysis in finite-state machines. - Diana Marculescu; Radu Marculescu; Massoud Pedram (IEEE Trans. Very Large Scale Integr. Syst., 2000)

System-Level Power/Performance Analysis for Embedded Systems Design. - Amit Nandi; Radu Marculescu (DAC, 2001)

Probabilistic application modeling for system-level perfromance analysis. - Radu Marculescu; Amit Nandi (DATE, 2001)

System-Level Power/Performance Analysis of Portable Multimedia Systems Communicating over Wireless Channels. - Radu Marculescu; Amit Nandi; Luciano Lavagno; Alberto L. Sangiovanni-Vincentelli (ICCAD, 2001)

Challenges and opportunities in electronic textiles modeling and optimization. - Diana Marculescu; Radu Marculescu; Pradeep K. Khosla (DAC, 2002)

Traffic analysis for on-chip networks design of multimedia applications. - Girish Varatkar; Radu Marculescu (DAC, 2002)

On-chip communication analysis for multimedia applications. - Girish Varatkar; Radu Marculescu (ICME (2), 2002)

Does Q=MC2? (On the Relationship between Quality in Electronic Design and the Model of Colloidal Computing, invited). - Radu Marculescu; Diana Marculescu (ISQED, 2002)

System-Level Point-to-Point Communication Synthesis using Floorplanning Information. - Jingcao Hu; Yangdong Deng; Radu Marculescu (ASP-DAC/VLSI Design, 2002)

Guest Editorial: Power Modeling, Estimation and Optimization in VLSI Systems. - Radu Marculescu (J. Circuits Syst. Comput., 2002)

On-Chip Stochastic Communication. - Tudor Dumitras; Radu Marculescu (Embedded Software for SoC, 2003)

Towards on-chip fault-tolerant communication. - Tudor Dumitras; Sam Kerner; Radu Marculescu (ASP-DAC, 2003)

Energy-aware mapping for tile-based NoC architectures under performance constraints. - Jingcao Hu; Radu Marculescu (ASP-DAC, 2003)

On-Chip Stochastic Communication. - Tudor Dumitras; Radu Marculescu (DATE, 2003)

Exploiting the Routing Flexibility for Energy/Performance Aware Mapping of Regular NoC Architectures. - Jingcao Hu; Radu Marculescu (DATE, 2003)

Ambient Intelligence Visions and Achievements: Linking Abstract Ideas to Real-World Concepts. - Menno Lindwer; Diana Marculescu; Twan Basten; Rainer Zimmermann; Radu Marculescu; Stefan Jung; Eugenio Cantatore (DATE, 2003)

Fault-Tolerant Techniques for Ambient Intelligent Distributed Systems. - Diana Marculescu; Nicholas H. Zamora; Phillip Stanley-Marbell; Radu Marculescu (ICCAD, 2003)

Communication-Aware Task Scheduling and Voltage Selection for Total Systems Energy Minimization. - Girish Varatkar; Radu Marculescu (ICCAD, 2003)

Networks-On-Chip: The Quest for On-Chip Fault-Tolerant Communication. - Radu Marculescu (ISVLSI, 2003)

Designing Application Specific Networks-On-Chip: Five easy pieces. - Radu Marculescu (VLSI-SOC, 2003)

Electronic textiles: a platform for pervasive computing. - Diana Marculescu; Radu Marculescu; Nicholas H. Zamora; Phillip Stanley-Marbell; Pradeep K. Khosla; Sungmee Park; Sundaresan Jayaraman; Stefan Jung; L. Weber; K. Cottet; Janusz Grzyb; Gerhard Tröster; et al. (Proc. IEEE, 2003)

Electronic textiles: A platform for pervasive computing. - Diana Marculescu; Radu Marculescu; Nicholas H. Zamora; Phillip Stanley-Marbell; Pradeep K. Khosla; Sungmee Park; Sundaresan Jayaraman; Stefan Jung; Christel Lauterbach; Werner Weber; Tünde Kirstein; Didier Cottet; et al. (Proc. IEEE, 2003)

Modeling, Analysis, and Self-Management of Electronic Textiles. - Phillip Stanley-Marbell; Diana Marculescu; Radu Marculescu; Pradeep K. Khosla (IEEE Trans. Computers, 2003)

Enabling on-chip diversity through architectural communication design. - Tudor Dumitras; Sam Kerner; Radu Marculescu (ASP-DAC, 2004)

DyAD: smart routing for networks-on-chip. - Jingcao Hu; Radu Marculescu (DAC, 2004)

Adaptive data partitioning for ambient multimedia. - Xiaoping Hu 003; Radu Marculescu (DAC, 2004)

Energy-Aware Communication and Task Scheduling for Network-on-Chip Architectures under Real-Time Constraints. - Jingcao Hu; Radu Marculescu (DATE, 2004)

Distributed Multimedia System Design: A Holistic Perspective. - Radu Marculescu; Massoud Pedram; Jörg Henkel (DATE, 2004)

Application-specific buffer space allocation for networks-on-chip router design. - Jingcao Hu; Radu Marculescu (ICCAD, 2004)

Toward an Integrated Design Methodology for Fault-Tolerant, Multiple Clock/Voltage Integrated Systems. - Radu Marculescu; Diana Marculescu; Larry T. Pileggi (ICCD, 2004)

Data partitioning techniques for pervasive multimedia platforms. - Xiaoping Hu 003; Ümit Y. Ogras; Nicholas H. Zamora; Radu Marculescu (ICME, 2004)

Resource-aware video processing techniques for ambient multimedia systems. - Nicholas H. Zamora; Xiaoping Hu 003; Ümit Y. Ogras; Radu Marculescu (ICME, 2004)

Architecting voltage islands in core-based system-on-a-chip designs. - Jingcao Hu; Youngsoo Shin; Nagu R. Dhanwada; Radu Marculescu (ISLPED, 2004)

Guest Editors' Introduction: Designing Real-Time Embedded Multimedia Systems. - Radu Marculescu; Petru Eles (IEEE Des. Test Comput., 2004)

On-chip traffic modeling and synthesis for MPEG-2 video applications. - Girish Varatkar; Radu Marculescu (IEEE Trans. Very Large Scale Integr. Syst., 2004)

Communication-Centric SoC Design for Nanoscale Domain. - Ümit Y. Ogras; Jingcao Hu; Radu Marculescu (ASAP, 2005)

Key research problems in NoC design: a holistic perspective. - Ümit Y. Ogras; Jingcao Hu; Radu Marculescu (CODES+ISSS, 2005)

Energy-Aware Routing for E-Textile Applications. - Jung-Chun Kao; Radu Marculescu (DATE, 2005)

Energy- and Performance-Driven NoC Communication Architecture Synthesis Using a Decomposition Approach. - Ümit Y. Ogras; Radu Marculescu (DATE, 2005)

Application-specific network-on-chip architecture customization via long-range link insertion. - Ümit Y. Ogras; Radu Marculescu (ICCAD, 2005)

Hierarchical Adaptive Dynamic Power Management. - Zhiyuan Ren; Bruce H. Krogh; Radu Marculescu (IEEE Trans. Computers, 2005)

Energy- and performance-aware mapping for regular NoC architectures. - Jingcao Hu; Radu Marculescu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2005)

Design space exploration and prototyping for on-chip multimedia applications. - Hyung Gyu Lee; Ümit Y. Ogras; Radu Marculescu; Naehyuck Chang (DAC, 2006)

Prediction-based flow control for network-on-chip traffic. - Ümit Y. Ogras; Radu Marculescu (DAC, 2006)

Is "Network" the next "Big Idea" in design? - Radu Marculescu; Jan M. Rabaey; Alberto L. Sangiovanni-Vincentelli (DATE, 2006)

Communication architecture optimization: making the shortest path shorter in regular networks-on-chip. - Ümit Y. Ogras; Radu Marculescu; Hyung Gyu Lee; Naehyuck Chang (DATE, 2006)

A Theoretical Framework for On-chip Stochastic Communication Analysis. - Paul Bogdan; Radu Marculescu (Nano-Net, 2006)

Generalized Rate Analysis for Media-Processing Platforms. - Yanhong Liu; Samarjit Chakraborty; Radu Marculescu (RTCSA, 2006)

Eavesdropping Minimization via Transmission Power Control in Ad-Hoc Wireless Networks. - Jung-Chun Kao; Radu Marculescu (SECON, 2006)

On Optimization of E-Textile Systems Using Redundancy and Energy-Aware Routing. - Jung-Chun Kao; Radu Marculescu (IEEE Trans. Computers, 2006)

System-Level Buffer Allocation for Application-Specific Networks-on-Chip Router Design. - Jingcao Hu; Ümit Y. Ogras; Radu Marculescu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2006)

Computation and communication refinement for multiprocessor SoC design: A system-level perspective. - Radu Marculescu; Ümit Y. Ogras; Nicholas H. Zamora (ACM Trans. Design Autom. Electr. Syst., 2006)

"It's a small world after all": NoC performance optimization via long-range link insertion. - Ümit Y. Ogras; Radu Marculescu (IEEE Trans. Very Large Scale Integr. Syst., 2006)

Incremental run-time application mapping for homogeneous NoCs with multiple voltage levels. - Chen-Ling Chou; Radu Marculescu (CODES+ISSS, 2007)

Fresh air: the emerging landscape of design for networked embedded systems. - Radu Marculescu; Borivoje Nikolic; Alberto L. Sangiovanni-Vincentelli (CODES+ISSS, 2007)

Quantum-Like Effects in Network-on-Chip Buffers Behavior. - Paul Bogdan; Radu Marculescu (DAC, 2007)

Voltage-Frequency Island Partitioning for GALS-based Networks-on-Chip. - Ümit Y. Ogras; Radu Marculescu; Puru Choudhary; Diana Marculescu (DAC, 2007)

Analytical router modeling for networks-on-chip performance analysis. - Ümit Y. Ogras; Radu Marculescu (DATE, 2007)

Distributed power-management techniques for wireless network video systems. - Nicholas H. Zamora; Jung-Chun Kao; Radu Marculescu (DATE, 2007)

Coordinated Distributed Power Management with Video Sensor Networks: Analysis, Simulation, and Prototyping. - Nicholas H. Zamora; Radu Marculescu (ICDSC, 2007)

Energy-efficient anonymous multicast in mobile ad-hoc networks. - Jung-Chun Kao; Radu Marculescu (ICPADS, 2007)

Virtual Channels Planning for Networks-on-Chip. - Ting-Chun Huang; Ümit Y. Ogras; Radu Marculescu (ISQED, 2007)

Towards Open Network-on-Chip Benchmarks. - Cristian Grecu; André Ivanov; Partha Pratim Pande; Axel Jantsch; Erno Salminen; Ümit Y. Ogras; Radu Marculescu (NOCS, 2007)

Real-Time Anonymous Routing for Mobile Ad Hoc Networks. - Jung-Chun Kao; Radu Marculescu (WCNC, 2007)

Challenges and Promising Results in NoC Prototyping Using FPGAs. - Ümit Y. Ogras; Radu Marculescu; Hyung Gyu Lee; Puru Choudhary; Diana Marculescu; Michael Kaufman; Peter Nelson (IEEE Micro, 2007)

Minimizing Eavesdropping Risk by Transmission Power Control in Multihop Wireless Networks. - Jung-Chun Kao; Radu Marculescu (IEEE Trans. Computers, 2007)

On-chip communication architecture exploration: A quantitative evaluation of point-to-point, bus, and network-on-chip approaches. - Hyung Gyu Lee; Naehyuck Chang; Ümit Y. Ogras; Radu Marculescu (ACM Trans. Design Autom. Electr. Syst., 2007)

System-level performance/power analysis for platform-based design of multimedia applications. - Nicholas H. Zamora; Xiaoping Hu 003; Radu Marculescu (ACM Trans. Design Autom. Electr. Syst., 2007)

Stochastic Communication: A New Paradigm for Fault-Tolerant Networks-on-Chip. - Paul Bogdan; Tudor Dumitras; Radu Marculescu (VLSI Design, 2007)

Predictive Energy-Efficient Multicast for Large-Scale Mobile Ad Hoc Networks. - Jung-Chun Kao; Radu Marculescu (CCNC, 2008)

Variation-adaptive feedback control for networks-on-chip with multiple clock domains. - Ümit Y. Ogras; Radu Marculescu; Diana Marculescu (DAC, 2008)

User-Aware Dynamic Task Allocation in Networks-on-Chip. - Chen-Ling Chou; Radu Marculescu (DATE, 2008)

Contention-aware application mapping for Network-on-Chip communication architectures. - Chen-Ling Chou; Radu Marculescu (ICCD, 2008)

Communication-Aware Face Detection Using Noc Architecture. - Hung-Chih Lai; Radu Marculescu; Marios Savvides; Tsuhan Chen (ICVS, 2008)

Hitting Time Analysis for Stochastic Communication. - Paul Bogdan; Radu Marculescu (NanoNet, 2008)

Guest Editors' Introduction: Tackling Key Problems in NoCs. - Yatin Vasant Hoskote; Radu Marculescu; Li-Shiuan Peh (IEEE Des. Test Comput., 2008)

The Search for Alternative Computational Paradigms. - Naresh R. Shanbhag; Subhasish Mitra; Gustavo de Veciana; Michael Orshansky; Radu Marculescu; Jaijeet S. Roychowdhury; Douglas L. Jones; Jan M. Rabaey (IEEE Des. Test Comput., 2008)

Energy- and Performance-Aware Incremental Mapping for Networks on Chip With Multiple Voltage Levels. - Chen-Ling Chou; Ümit Y. Ogras; Radu Marculescu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2008)

Analysis and optimization of prediction-based flow control in networks-on-chip. - Ümit Y. Ogras; Radu Marculescu (ACM Trans. Design Autom. Electr. Syst., 2008)

Enabling multimedia using resource-constrained video processing techniques: A node-centric perspective. - Nicholas H. Zamora; Xiaoping Hu 003; Ümit Y. Ogras; Radu Marculescu (ACM Trans. Design Autom. Electr. Syst., 2008)

Statistical physics approaches for network-on-chip traffic characterization. - Paul Bogdan; Radu Marculescu (CODES+ISSS, 2009)

Technology-driven limits on DVFS controllability of multiple voltage-frequency island designs: a system-level perspective. - Siddharth Garg; Diana Marculescu; Radu Marculescu; Ümit Y. Ogras (DAC, 2009)

User-centric design space exploration for heterogeneous Network-on-Chip platforms. - Chen-Ling Chou; Radu Marculescu (DATE, 2009)

Toward a science for future NoC design. - Radu Marculescu (NoCArc@MICRO, 2009)

The Chip Is the Network: Toward a Science of Network-on-Chip Design. - Radu Marculescu; Paul Bogdan (Found. Trends Electron. Des. Autom., 2009)

Outstanding Research Problems in NoC Design: System, Microarchitecture, and Circuit Perspectives. - Radu Marculescu; Ümit Y. Ogras; Li-Shiuan Peh; Natalie D. Enright Jerger; Yatin Vasant Hoskote (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2009)

Design and Management of Voltage-Frequency Island Partitioned Networks-on-Chip. - Ümit Y. Ogras; Radu Marculescu; Diana Marculescu; Eun-Gu Jung (IEEE Trans. Very Large Scale Integr. Syst., 2009)

Workload characterization and its impact on multicore platform design. - Paul Bogdan; Radu Marculescu (CODES+ISSS, 2010)

Unconventional fabrics, architectures, and models for future multi-core systems. - Radu Marculescu; Christof Teuscher; Partha Pratim Pande (CODES+ISSS, 2010)

Find your flow: increasing flow experience by designing "human" embedded systems. - Chen-Ling Chou; Anca M. Miron; Radu Marculescu (DAC, 2010)

Power management in multicore systems-on-chip. - Radu Marculescu (Green Computing Conference, 2010)

Custom feedback control: enabling truly scalable on-chip power management for MPSoCs. - Siddharth Garg; Diana Marculescu; Radu Marculescu (ISLPED, 2010)

QuaLe: A Quantum-Leap Inspired Model for Non-stationary Analysis of NoC Traffic in Chip Multi-processors. - Paul Bogdan; Miray Kas; Radu Marculescu; Onur Mutlu (NOCS, 2010)

On-chip networks: Two sides of the same coin. - Radu Marculescu (IEEE Des. Test Comput., 2010)

Run-Time Task Allocation Considering User Behavior in Embedded Multiprocessor Networks-on-Chip. - Chen-Ling Chou; Radu Marculescu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2010)

Designing Heterogeneous Embedded Network-on-Chip Platforms With Users in Mind. - Chen-Ling Chou; Radu Marculescu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2010)

Guest Editorial: Special Section on the ACM/IEEE Symposium on Networks-on-Chip 2009. - Radu Marculescu; Axel Jantsch (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2010)

An Analytical Approach for Network-on-Chip Performance Analysis. - Ümit Y. Ogras; Paul Bogdan; Radu Marculescu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2010)

A fractional calculus approach to modeling fractal dynamic games. - Paul Bogdan; Radu Marculescu (CDC/ECC, 2011)

FARM: Fault-aware resource management in NoC-based multiprocessor platforms. - Chen-Ling Chou; Radu Marculescu (DATE, 2011)

Sustainability through massively integrated computing: Are we ready to break the energy efficiency wall for single-chip platforms? - Partha Pratim Pande; Fabien Clermidy; Diego Puschini; Imen Mansouri; Paul Bogdan; Radu Marculescu; Amlan Ganguly (DATE, 2011)

Towards a Science of Cyber-Physical Systems Design. - Paul Bogdan; Radu Marculescu (ICCPS, 2011)

Dynamic power management of voltage-frequency island partitioned Networks-on-Chip using Intel's Single-chip Cloud Computer. - Radu David; Paul Bogdan; Radu Marculescu; Ümit Y. Ogras (NOCS, 2011)

A software framework for trace analysis targeting multicore platforms design. - Guopeng Wei; Paul Bogdan; Radu Marculescu (NOCS, 2011)

System interconnect design exploration for embedded MPSoCs. - Chen-Ling Chou; Radu Marculescu; Ümit Y. Ogras; Satrajit Chatterjee; Michael Kishinevsky; Dmitrii Loukianov (SLIP, 2011)

Special Issue on Networks-on-Chips: Design Flows and Case Studies. - Kees Goossens; Radu Marculescu (Des. Autom. Embed. Syst., 2011)

Cyberphysical Systems: Workload Modeling and Design Optimization. - Radu Marculescu; Paul Bogdan (IEEE Des. Test Comput., 2011)

Network-on-chip architectures and design methodologies. - Maurizio Palesi; Shashi Kumar; Radu Marculescu (Microprocess. Microsystems, 2011)

Non-Stationary Traffic Analysis and Its Implications on Multicore Platform Design. - Paul Bogdan; Radu Marculescu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2011)

Hitting Time Analysis for Fault-Tolerant Communication at Nanoscale in Future Multiprocessor Platforms. - Paul Bogdan; Radu Marculescu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2011)

A traffic-aware adaptive routing algorithm on a highly reconfigurable network-on-chip architecture. - Zhiliang Qian; Paul Bogdan; Guopeng Wei; Chi-Ying Tsui; Radu Marculescu (CODES+ISSS, 2012)

Modeling populations of micro-robots for biological applications. - Paul Bogdan; Guopeng Wei; Radu Marculescu (ICC, 2012)

Implantable Pacemakers Control and Optimization via Fractional Calculus Approaches: A Cyber-Physical Systems Perspective. - Paul Bogdan; Siddharth Jain; Kartikeya Goyal; Radu Marculescu (ICCPS, 2012)

An Optimal Control Approach to Power Management for Multi-Voltage and Frequency Islands Multiprocessor Platforms under Highly Variable Workloads. - Paul Bogdan; Radu Marculescu; Siddharth Jain; Rafael Tornero Gavilá (NOCS, 2012)

Dynamic power management for multicores: Case study using the intel SCC. - Radu David; Paul Bogdan; Radu Marculescu (VLSI-SoC, 2012)

Technology-driven limits on runtime power management algorithms for multiprocessor systems-on-chip. - Siddharth Garg; Diana Marculescu; Radu Marculescu (ACM J. Emerg. Technol. Comput. Syst., 2012)

A case for wireless 3D NoCs for CMPs. - Hiroki Matsutani; Paul Bogdan; Radu Marculescu; Yasuhiro Take; Daisuke Sasaki; Hao Zhang 020; Michihiro Koibuchi; Tadahiro Kuroda; Hideharu Amano (ASP-DAC, 2013)

Identifying dynamics and collective behaviors in microblogging traces. - Huan-Kai Peng; Radu Marculescu (ASONAM, 2013)

Message from the program co-chairs. - Radu Marculescu; Preeti Ranjan Panda (CODES+ISSS, 2013)

Closed-loop control for power and thermal management in multi-core processors: formal methods and industrial practice. - Ibrahim M. Elfadel; Radu Marculescu; David Atienza (DATE, 2013)

SVR-NoC: a performance analysis tool for network-on-chips using learning-based support vector regression model. - Zhiliang Qian; Da-Cheng Juan; Paul Bogdan; Chi-Ying Tsui; Diana Marculescu; Radu Marculescu (DATE, 2013)

Performance evaluation of multicore systems: from traffic analysis to latency predictions (embedded tutorial). - Zhiliang Qian; Paul Bogdan; Chi-Ying Tsui; Radu Marculescu (ICCAD, 2013)

Design of future integrated systems: A cyber-physical systems approach. - Radu Marculescu (PATMOS, 2013)

Efficient Modeling and Simulation of Bacteria-Based Nanonetworks with BNSim. - Guopeng Wei; Paul Bogdan; Radu Marculescu (IEEE J. Sel. Areas Commun., 2013)

Bumpy Rides: Modeling the Dynamics of Chemotactic Interacting Bacteria. - Guopeng Wei; Paul Bogdan; Radu Marculescu (IEEE J. Sel. Areas Commun., 2013)

Pacemaker control of heart rate variability: A cyber physical system perspective. - Paul Bogdan; Siddharth Jain; Radu Marculescu (ACM Trans. Embed. Comput. Syst., 2013)

Dynamic power management for multidomain system-on-chip platforms: An optimal control approach. - Paul Bogdan; Radu Marculescu; Siddharth Jain (ACM Trans. Design Autom. Electr. Syst., 2013)

Modeling, Analysis and Optimization of Network-on-Chip Communication Architectures - Ümit Y. Ogras; Radu Marculescu (Springer, 2013)

A comprehensive and accurate latency model for Network-on-Chip performance analysis. - Zhiliang Qian; Da-Cheng Juan; Paul Bogdan; Chi-Ying Tsui; Diana Marculescu; Radu Marculescu (ASP-DAC, 2014)

Energy-efficient VFI-partitioned multicore design using wireless NoC architectures. - Ryan Gary Kim; Guangshuo Liu; Paul Wettin; Radu Marculescu; Diana Marculescu; Partha Pratim Pande (CASES, 2014)

Low-latency wireless 3D NoCs via randomized shortcut chips. - Hiroki Matsutani; Michihiro Koibuchi; Ikki Fujiwara; Takahiro Kagami; Yasuhiro Take; Tadahiro Kuroda; Paul Bogdan; Radu Marculescu; Hideharu Amano (DATE, 2014)

SLIC: Statistical learning in chip. - Ronald D. Blanton; Xin Li 001; Ken Mai; Diana Marculescu; Radu Marculescu; Jeyanandh Paramesh; Jeff G. Schneider; Donald E. Thomas (ISIC, 2014)

Don't Let History Repeat Itself: Optimal Multidrug Quorum Quenching of Pathogens Network. - Guopeng Wei; Radu Marculescu (NANOCOM, 2014)

Introduction to the special session on "Interconnect enhances architecture: Evolution of wireless NoC from planar to 3D". - Radu Marculescu; Partha Pratim Pande; Deuk Hyoun Heo; Hiroki Matsutani (NOCS, 2014)

An efficient Network-on-Chip (NoC) based multicore platform for hierarchical parallel genetic algorithms. - Yuankun Xue; Zhiliang Qian; Guopeng Wei; Paul Bogdan; Chi-Ying Tsui; Radu Marculescu (NOCS, 2014)

Miniature Devices in the Wild: Modeling Molecular Communication in Complex Extracellular Spaces. - Guopeng Wei; Radu Marculescu (IEEE J. Sel. Areas Commun., 2014)

Exploiting Emergence in On-Chip Interconnects. - Simon J. Hollis; Chris Jackson; Paul Bogdan; Radu Marculescu (IEEE Trans. Computers, 2014)

Molecular tweeting: unveiling the social network behind heterogeneous bacteria populations. - Guopeng Wei; Connor Walsh; Irina Cazan; Radu Marculescu (BCB, 2015)

Energy efficient MapReduce with VFI-enabled multicore platforms. - Karthi Duraisamy; Ryan Gary Kim; Wonje Choi 001; Guangshuo Liu; Partha Pratim Pande; Radu Marculescu; Diana Marculescu (DAC, 2015)

Statistical Learning in Chip (SLIC). - Ronald D. Blanton; Xin Li 001; Ken Mai; Diana Marculescu; Radu Marculescu; Jeyanandh Paramesh; Jeff G. Schneider; Donald E. Thomas (ICCAD, 2015)

The (Low) Power of Less Wiring: Enabling Energy Efficiency in Many-Core Platforms Through Wireless NoC. - Partha Pratim Pande; Ryan Gary Kim; Wonje Choi 001; Zhuo Chen; Diana Marculescu; Radu Marculescu (ICCAD, 2015)

Towards Autonomous Control of Molecular Communication in Populations of Bacteria. - Chieh Lo; Guopeng Wei; Radu Marculescu (NANOCOM, 2015)

Tolerance-based interaction: A new model targeting opinion formation and diffusion in social networks. - Alexandru Topirceanu; Mihai Udrescu; Mircea Vladutiu; Radu Marculescu (PeerJ Prepr., 2015)

Hybrid network-on-chip architectures for accelerating deep learning kernels on heterogeneous manycore platforms. - Wonje Choi 001; Karthi Duraisamy; Ryan Gary Kim; Janardhan Rao Doppa; Partha Pratim Pande; Radu Marculescu; Diana Marculescu (CASES, 2016)

Autonomous and Adaptive Control of Populations of Bacteria Through Environment Regulation. - Chieh Lo; Radu Marculescu (CMSB, 2016)

nOS: A nano-sized distributed operating system for many-core embedded systems. - Simon J. Hollis; Edward Ma; Radu Marculescu (ICCD, 2016)

An Autonomous and Adaptive Bacteria-based Drug Delivery System. - Chieh Lo; Kartikeya Bhardwaj; Radu Marculescu (NANOCOM, 2016)

Wireless NoC for VFI-Enabled Multicore Chip Design: Performance Evaluation and Design Trade-Offs. - Ryan Gary Kim; Wonje Choi 001; Guangshuo Liu; Ehsan Mohandesi; Partha Pratim Pande; Diana Marculescu; Radu Marculescu (IEEE Trans. Computers, 2016)

A Support Vector Regression (SVR)-Based Latency Model for Network-on-Chip (NoC) Architectures. - Zhiliang Qian; Da-Cheng Juan; Paul Bogdan; Chi-Ying Tsui; Diana Marculescu; Radu Marculescu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016)

Performance Evaluation of NoC-Based Multicore Systems: From Traffic Analysis to NoC Latency Modeling. - Zhiliang Qian; Paul Bogdan; Chi-Ying Tsui; Radu Marculescu (ACM Trans. Design Autom. Electr. Syst., 2016)

Wireless NoC and Dynamic VFI Codesign: Energy Efficiency Without Performance Penalty. - Ryan Gary Kim; Wonje Choi 001; Zhuo Chen; Partha Pratim Pande; Diana Marculescu; Radu Marculescu (IEEE Trans. Very Large Scale Integr. Syst., 2016)

Inferring Microbial Interactions from Metagenomic Time-series Using Prior Biological Knowledge. - Chieh Lo; Radu Marculescu (BCB, 2017)

K-hop learning: a network-based feature extraction for improved river flow prediction. - Kartikeya Bhardwaj; Radu Marculescu (CySWATER@CPSWeek, 2017)

From Ideas to Social Signals: Spatiotemporal Analysis of Social Media Dynamics. - Filipe Condessa; Radu Marculescu (SocialSens@CPSWeek, 2017)

Enhancing precipitation models by capturing multivariate and multiscale climate dynamics. - Ruizhou Ding; Dimitrios Stamoulis; Kartikeya Bhardwaj; Diana Marculescu; Radu Marculescu (CySWATER@CPSWeek, 2017)

Discovering Hidden Knowledge in Carbon Emissions Data: A Multilayer Network Approach. - Kartikeya Bhardwaj; HingOn Miu; Radu Marculescu (DS, 2017)

HiCOMB Keynote. - Radu Marculescu (IPDPS Workshops, 2017)

Molecular communication with DNA cellular storage system. - Sohil Shah; Ashwin Raghavachari; Chieh Lo; Radu Marculescu (NANOCOM, 2017)

3D NoC-Enabled Heterogeneous Manycore Architectures for Accelerating CNN Training: Performance and Thermal Trade-offs. - Biresh Kumar Joardar; Wonje Choi 001; Ryan Gary Kim; Janardhan Rao Doppa; Partha Pratim Pande; Diana Marculescu; Radu Marculescu (NOCS, 2017)

Towards cell-based therapeutics: A bio-inspired autonomous drug delivery system. - Chieh Lo; Kartikeya Bhardwaj; Radu Marculescu (Nano Commun. Networks, 2017)

MPLasso: Inferring microbial association networks using prior microbial knowledge. - Chieh Lo; Radu Marculescu (PLoS Comput. Biol., 2017)

Non-Stationary Bayesian Learning for Global Sustainability. - Kartikeya Bhardwaj; Radu Marculescu (IEEE Trans. Sustain. Comput., 2017)

Imitation Learning for Dynamic VFI Control in Large-Scale Manycore Systems. - Ryan Gary Kim; Wonje Choi 001; Zhuo Chen; Janardhan Rao Doppa; Partha Pratim Pande; Diana Marculescu; Radu Marculescu (IEEE Trans. Very Large Scale Integr. Syst., 2017)

Hybrid on-chip communication architectures for heterogeneous manycore systems. - Biresh Kumar Joardar; Janardhan Rao Doppa; Partha Pratim Pande; Diana Marculescu; Radu Marculescu (ICCAD, 2018)

Dimensionality Reduction via Community Detection in Small Sample Datasets. - Kartikeya Bhardwaj; Radu Marculescu (PAKDD (3), 2018)

Machine Learning and Manycore Systems Design: A Serendipitous Symbiosis. - Ryan Gary Kim; Janardhan Rao Doppa; Partha Pratim Pande; Diana Marculescu; Radu Marculescu (Computer, 2018)

A Dynamic Network and Representation LearningApproach for Quantifying Economic Growth fromSatellite Imagery. - Jiqian Dong; Gopaljee Atulya; Kartikeya Bhardwaj; Radu Marculescu (CoRR, 2018)

Climate Anomalies vs Air Pollution: Carbon Emissions and Anomaly Networks. - Anshul Goyal; Kartikeya Bhardwaj; Radu Marculescu (CoRR, 2018)

On-Chip Communication Network for Efficient Training of Deep Convolutional Networks on Heterogeneous Manycore Systems. - Wonje Choi 001; Karthi Duraisamy; Ryan Gary Kim; Janardhan Rao Doppa; Partha Pratim Pande; Diana Marculescu; Radu Marculescu (IEEE Trans. Computers, 2018)

A simulation framework for domain-specific system-on-chips: work-in-progress. - Samet E. Arda; Anish Krishnakumar; A. Alper Goksoy; Joshua Mack; Nirmal Kumbhare; Anderson L. Sartor; Ali Akoglu; Radu Marculescu; Ümit Y. Ogras (CODES+ISSS, 2019)

Bot Detection in Reddit Political Discussion. - Sofia Hurtado; Poushali Ray; Radu Marculescu (SocialSens@CPSIoTWeek, 2019)

Machine Learning-Based Processor Adaptability Targeting Energy, Performance, and Reliability. - Anderson Luiz Sartor; Pedro Henrique Exenberger Becker; Stephan Wong; Radu Marculescu; Antonio Carlos Schneider Beck (ISVLSI, 2019)

MetaNN: accurate classification of host phenotypes from metagenomic data using neural networks. - Chieh Lo; Radu Marculescu (BMC Bioinform., 2019)

NIF: A Framework for Quantifying Neural Information Flow in Deep Networks. - Brian Davis; Umang Bhatt; Kartikeya Bhardwaj; Radu Marculescu; José M. F. Moura (CoRR, 2019)

Dream Distillation: A Data-Independent Model Compression Framework. - Kartikeya Bhardwaj; Naveen Suda; Radu Marculescu (CoRR, 2019)

Work-in-Progress: A Simulation Framework for Domain-Specific System-on-Chips. - Samet E. Arda; Anish Krishnakumar; A. Alper Goksoy; Joshua Mack; Nirmal Kumbhare; Anderson L. Sartor; Ali Akoglu; Radu Marculescu; Ümit Y. Ogras (CoRR, 2019)

Towards Unifying Neural Architecture Space Exploration and Generalization. - Kartikeya Bhardwaj; Radu Marculescu (CoRR, 2019)

EdgeAI: A Vision for Deep Learning in IoT Era. - Kartikeya Bhardwaj; Naveen Suda; Radu Marculescu (CoRR, 2019)

Learning-Based Application-Agnostic 3D NoC Design for Heterogeneous Manycore Systems. - Biresh Kumar Joardar; Ryan Gary Kim; Janardhan Rao Doppa; Partha Pratim Pande; Diana Marculescu; Radu Marculescu (IEEE Trans. Computers, 2019)

Memory- and Communication-Aware Model Compression for Distributed Deep Learning Inference on IoT. - Kartikeya Bhardwaj; Chingyi Lin; Anderson L. Sartor; Radu Marculescu (ACM Trans. Embed. Comput. Syst., 2019)

A Hardware Prototype Targeting Distributed Deep Learning for On-device Inference. - Allen-Jasmin Farcas; Guihong Li; Kartikeya Bhardwaj; Radu Marculescu (CVPR Workshops, 2020)

INVITED: New Directions in Distributed Deep Learning: Bringing the Network at Forefront of IoT Design. - Kartikeya Bhardwaj; Wei Chen 124; Radu Marculescu (DAC, 2020)

On Network Science and Mutual Information for Explaining Deep Neural Networks. - Brian Davis; Umang Bhatt; Kartikeya Bhardwaj; Radu Marculescu; José M. F. Moura (ICASSP, 2020)

Edge AI: Systems Design and ML for IoT Data Analytics. - Radu Marculescu; Diana Marculescu; Ümit Y. Ogras (KDD, 2020)

Model Personalization for Human Activity Recognition. - Chingyi Lin; Radu Marculescu (PerCom Workshops, 2020)

FedMAX: Mitigating Activation Divergence for Accurate and Communication-Efficient Federated Learning. - Wei Chen 124; Kartikeya Bhardwaj; Radu Marculescu (ECML/PKDD (2), 2020)

HiLITE: Hierarchical and Lightweight Imitation Learning for Power Management of Embedded SoCs. - Anderson L. Sartor; Anish Krishnakumar; Samet E. Arda; Ümit Y. Ogras; Radu Marculescu (IEEE Comput. Archit. Lett., 2020)

Centralized and decentralized isolation strategies and their impact on the COVID-19 pandemic dynamics. - Alexandru Topirceanu; Mihai Udrescu; Radu Marculescu (CoRR, 2020)

New Directions in Distributed Deep Learning: Bringing the Network at Forefront of IoT Design. - Kartikeya Bhardwaj; Wei Chen 124; Radu Marculescu (CoRR, 2020)

DS3: A System-Level Domain-Specific System-on-Chip Simulation Framework. - Samet E. Arda; Anish Krishnakumar; A. Alper Goksoy; Nirmal Kumbhare; Joshua Mack; Anderson L. Sartor; Ali Akoglu; Radu Marculescu; Ümit Y. Ogras (IEEE Trans. Computers, 2020)

Runtime Task Scheduling Using Imitation Learning for Heterogeneous Many-Core Systems. - Anish Krishnakumar; Samet E. Arda; A. Alper Goksoy; Sumit K. Mandal; Ümit Y. Ogras; Anderson L. Sartor; Radu Marculescu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Pruning digital contact networks for meso-scale epidemic surveillance using foursquare data. - Sofia Hurtado; Radu Marculescu; Justin A. Drake; Ravi Srinivasan (ASONAM, 2021)

Anytime Depth Estimation with Limited Sensing and Computation Capabilities on Mobile Devices. - Yuedong Yang; Zihui Xue; Radu Marculescu (CoRL, 2021)

How Does Topology Influence Gradient Propagation and Model Performance of Deep Networks With DenseNet-Type Skip Connections? - Kartikeya Bhardwaj; Guihong Li; Radu Marculescu (CVPR, 2021)

EdgeAl: A Vision for Deep Learning in the IoT Era. - Kartikeya Bhardwaj; Naveen Suda; Radu Marculescu (IEEE Des. Test, 2021)

FLASH: Fast Neural Architecture Search with Hardware Optimization. - Guihong Li; Sumit K. Mandal; Ümit Y. Ogras; Radu Marculescu (ACM Trans. Embed. Comput. Syst., 2021)

Quarantine in Motion: A Graph Learning Framework to Reduce Disease Transmission Without Lockdown. - Sofia Hurtado; Radu Marculescu; Justin A. Drake (ASONAM, 2022)

Model elasticity for hardware heterogeneity in federated learning systems. - Allen-Jasmin Farcas; Xiaohan Chen; Zhangyang Wang; Radu Marculescu (FedEdge@MobiCom, 2022)

INDENT: Incremental Online Decision Tree Training for Domain-Specific Systems-on-Chip. - Anish Krishnakumar; Radu Marculescu; Ümit Y. Ogras (ICCAD, 2022)

Enabling Software-Defined RF Convergence with a Novel Coarse-Scale Heterogeneous Processor. - Daniel W. Bliss; Tutu Ajayi; Ali Akoglu; Ilkin Aliyev; Toygun Basaklar; Leul Belayneh; David T. Blaauw; John S. Brunhaver; Chaitali Chakrabarti; Liangliang Chang; Kuan-Yu Chen 001; Ming-Hung Chen; et al. (ISCAS, 2022)

AudioIMU: Enhancing Inertial Sensing-Based Activity Recognition with Acoustic Models. - Dawei Liang; Guihong Li; Rebecca Adaimi; Radu Marculescu; Edison Thomaz (ISWC, 2022)

SUGAR: Efficient Subgraph-level Training via Resource-aware Graph Partitioning. - Zihui Xue; Yuedong Yang; Mengtian Yang; Radu Marculescu (CoRR, 2022)

DAS: Dynamic Adaptive Scheduling for Energy-Efficient Heterogeneous SoCs. - A. Alper Goksoy; Anish Krishnakumar; Md Sahil Hassan; Allen-Jasmin Farcas; Ali Akoglu; Radu Marculescu; Ümit Y. Ogras (IEEE Embed. Syst. Lett., 2022)

Quarantine in Motion: A Graph Learning and Multi-Agent Reinforcement Learning Framework to Reduce Disease Transmission Without Lockdown. - Sofia Hurtado; Radu Marculescu (ASONAM, 2023)

MobileViG: Graph-Based Sparse Attention for Mobile Vision Applications. - Mustafa Munir; William Avery; Radu Marculescu (CVPR Workshops, 2023)

Dynamic Multimodal Fusion. - Zihui Xue; Radu Marculescu (CVPR Workshops, 2023)

Efficient On-Device Training via Gradient Filtering. - Yuedong Yang; Guihong Li; Radu Marculescu (CVPR, 2023)

Revisiting Pruning at Initialization Through the Lens of Ramanujan Graph. - Duc N. M. Hoang; Shiwei Liu 003; Radu Marculescu; Zhangyang Wang (ICLR, 2023)

ZiCo: Zero-shot NAS via inverse Coefficient of Variation on Gradients. - Guihong Li; Yuedong Yang; Kartikeya Bhardwaj; Radu Marculescu (ICLR, 2023)

TIPS: Topologically Important Path Sampling for Anytime Neural Networks. - Guihong Li; Kartikeya Bhardwaj; Yuedong Yang; Radu Marculescu (ICML, 2023)

MOHAWK: Mobility and Heterogeneity-Aware Dynamic Community Selection for Hierarchical Federated Learning. - Allen-Jasmin Farcas; Myungjin Lee; Ramana Rao Kompella; Hugo Latapie; Gustavo de Veciana; Radu Marculescu (IoTDI, 2023)

Demo Abstract: A Hardware Prototype Targeting Federated Learning with User Mobility and Device Heterogeneity. - Allen-Jasmin Farcas; Radu Marculescu (IoTDI, 2023)

A Blockchain-Based Privacy-Preserving Model for Consent and Transparency in Human-Centered Internet of Things. - Jorge Eduardo Rivadeneira; María B. Jiménez; Radu Marculescu; André Rodrigues 001; Fernando Boavida; Jorge Sá Silva (IoTDI, 2023)

Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation. - Md Mostafijur Rahman; Radu Marculescu (MIDL, 2023)

Efficient Low-rank Backpropagation for Vision Transformer Adaptation. - Yuedong Yang; Hung-Yueh Chiang; Guihong Li; Diana Marculescu; Radu Marculescu (NeurIPS, 2023)

Medical Image Segmentation via Cascaded Attention Decoding. - Md Mostafijur Rahman; Radu Marculescu (WACV, 2023)

An IIoT-Based Approach to the Integrated Management of Machinery in the Construction Industry. - Oscar Torres Sanchez; Duarte M. G. Raposo; André Rodrigues 001; Fernando Boavida; Radu Marculescu; Kongyang Chen; Jorge Sá Silva (IEEE Access, 2023)

CANNON: Communication-Aware Sparse Neural Network Optimization. - A. Alper Goksoy; Guihong Li; Sumit K. Mandal; Ümit Y. Ogras; Radu Marculescu (IEEE Trans. Emerg. Top. Comput., 2023)

Domain-Specific Architectures: Research Problems and Promising Approaches. - Anish Krishnakumar; Ümit Y. Ogras; Radu Marculescu; Michael Kishinevsky; Trevor N. Mudge (ACM Trans. Embed. Comput. Syst., 2023)

Introduction to the Special Issue on Domain-Specific System-on-Chip Architectures and Run-Time Management Techniques. - Ümit Y. Ogras; Radu Marculescu; Trevor N. Mudge; Michael Kishinevsky (ACM Trans. Embed. Comput. Syst., 2023)

Teaching Edge AI at the Undergraduate Level: A Hardware-Software Co-Design Approach. - Allen-Jasmin Farcas; Radu Marculescu (Computer, 2023)

SUGAR: Efficient Subgraph-Level Training via Resource-Aware Graph Partitioning. - Zihui Xue; Yuedong Yang; Radu Marculescu (IEEE Trans. Computers, 2023)

Graph Learning for Bidirectional Disease Contact Tracing on Real Human Mobility Data. - Sofia Hurtado; Radu Marculescu (ASONAM (Workshops), 2024)

Packet Pruning: Finding Better Energy Spending Policies for Batteryless Human Activity Recognition. - Geffen Cooper; Radu Marculescu (BSN, 2024)

A Tiny Supervised ODL Core with Auto Data Pruning for Human Activity Recognition. - Hiroki Matsutani; Radu Marculescu (BSN, 2024)

Scaling Graph Convolutions for Mobile Vision. - William Avery; Mustafa Munir; Radu Marculescu (CVPR Workshops, 2024)

Fast-NTK: Parameter-Efficient Unlearning for Large-Scale Models. - Guihong Li; Hsiang Hsu; Chun-Fu Richard Chen; Radu Marculescu (CVPR Workshops, 2024)

GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs. - Mustafa Munir; William Avery; Md Mostafijur Rahman; Radu Marculescu (CVPR, 2024)

PP-SAM: Perturbed Prompts for Robust Adaption of Segment Anything Model for Polyp Segmentation. - Md Mostafijur Rahman; Mustafa Munir; Debesh Jha; Ulas Bagci; Radu Marculescu (CVPR Workshops, 2024)

EMCAD: Efficient Multi-Scale Convolutional Attention Decoding for Medical Image Segmentation. - Md Mostafijur Rahman; Mustafa Munir; Radu Marculescu (CVPR, 2024)

Cache and Reuse: Rethinking the Efficiency of On-device Transfer Learning. - Yuedong Yang; Hung-Yueh Chiang; Guihong Li; Diana Marculescu; Radu Marculescu (CVPR Workshops, 2024)

Machine Unlearning for Image-to-Image Generative Models. - Guihong Li; Hsiang Hsu; Chun-Fu Chen 001; Radu Marculescu (ICLR, 2024)

Demo Abstract: A Prototype for Machine Learning with Batteryless Sensors. - Geffen Cooper; Tianda Huang; Radu Marculescu (IoTDI, 2024)

Beyond Thresholds: A General Approach to Sensor Selection for Practical Deep Learning-based HAR. - Geffen Cooper; Radu Marculescu (IoTDI, 2024)

Demo Abstract: Online Training and Inference for On-Device Monocular Depth Estimation. - Allen-Jasmin Farcas; Geffen Cooper; Hyun Joon Song; Afnan Mir; Vincent Liew; Chloe Tang; Prithvi Senthilkumar; Tiani Chen-Troester; Radu Marculescu (IoTDI, 2024)

CHESSFL: Clustering Hierarchical Embeddings for Semi-Supervised Federated Learning. - Allen-Jasmin Farcas; Myungjin Lee; Ali Payani; Hugo Latapie; Ramana Rao Kompella; Radu Marculescu (IoTDI, 2024)

Multi-Scale High-Resolution Logarithmic Grapher Module for Efficient Vision GNNs. - Mustafa Munir; Alex Zhang; Radu Marculescu (LoG, 2024)

G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation. - Md Mostafijur Rahman; Radu Marculescu (WACV, 2024)

Three Decades of Low Power: From Watts to Wisdom. - Mustafa Munir; Saloni Modi; Geffen Cooper; Huntae Kim; Radu Marculescu (IEEE Access, 2024)

PP-SAM: Perturbed Prompts for Robust Adaptation of Segment Anything Model for Polyp Segmentation. - Md Mostafijur Rahman; Mustafa Munir; Debesh Jha; Ulas Bagci; Radu Marculescu (CoRR, 2024)

CrediRAG: Network-Augmented Credibility-Based Retrieval for Misinformation Detection in Reddit. - Ashwin Ram 003; Yigit Ege Bayiz; Arash Amini; Mustafa Munir; Radu Marculescu (CoRR, 2024)

How Media Competition Fuels the Spread of Misinformation. - Arash Amini; Yigit Ege Bayiz; Eun-Ju Lee 001; Zeynep Somer-Topcu; Radu Marculescu; Ufuk Topcu (CoRR, 2024)

Zero-Shot Neural Architecture Search: Challenges, Solutions, and Opportunities. - Guihong Li; Duc Hoang; Kartikeya Bhardwaj; Ming Lin 002; Zhangyang Wang; Radu Marculescu (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Skip2-LoRA: A Lightweight On-device DNN Fine-tuning Method for Low-cost Edge Devices. - Hiroki Matsutani; Masaaki Kondo; Kazuki Sunaga; Radu Marculescu (ASP-DAC, 2025)

From Data to Design: Leveraging Frequency Statistics for Efficient Neural Network Architectures. - Mustafa Munir; Guihong Li; Md Mostafijur Rahman; Alex Zhang; Radu Marculescu (CVPR Workshops, 2025)

EffiDec3D: An Optimized Decoder for High-Performance and Efficient 3D Medical Image Segmentation. - Md Mostafijur Rahman; Radu Marculescu (CVPR, 2025)

News Source Credibility Assessment: A Reddit Case Study. - Arash Amini; Yigit Ege Bayiz; Ashwin Ram 003; Radu Marculescu; Ufuk Topcu (ICWSM, 2025)

Susceptibility of Communities Against Low-Credibility Content in Social News Websites. - Yigit Ege Bayiz; Arash Amini; Radu Marculescu; Ufuk Topcu (ICWSM, 2025)

Demo Abstract: Lightweight Training and Inference for Self-Supervised Depth Estimation on Edge Devices. - Allen-Jasmin Farcas; Radu Marculescu (SenSys, 2025)

Ada-VE: Training-Free Consistent Video Editing Using Adaptive Motion Prior. - Tanvir Mahmud; Mustafa Munir; Radu Marculescu; Diana Marculescu (WACV, 2025)

RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone. - Mustafa Munir; Md Mostafijur Rahman; Radu Marculescu (WACV, 2025)

Online-LoRA: Task-Free Online Continual Learning via Low Rank Adaptation. - Xiwen Wei; Guihong Li; Radu Marculescu (WACV, 2025)

Editorial Special Section on Emerging Edge AI for Human-in-the-Loop Cyber Physical Systems. - Radu Marculescu; Jorge Sá Silva (IEEE Trans. Emerg. Top. Comput., 2025)

Simulating Rumor Spreading in Social Networks using LLM Agents. - Tianrui Hu; Dimitrios Liakopoulos; Xiwen Wei; Radu Marculescu; Neeraja J. Yadwadkar (CoRR, 2025)

The Effect of Network Topology on the Equilibria of Influence-Opinion Games. - Yigit Ege Bayiz; Arash Amini; Radu Marculescu; Ufuk Topcu (CoRR, 2025)