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)

Profile-driven code execution for low power dissipation (poster session). - Diana Marculescu (ISLPED, 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)

Power aware microarchitecture resource scaling. - Anoop Iyer; Diana Marculescu (DATE, 2001)

Application-Driven Processor Design Exploration for Power-Performance Trade-off Analysis. - Diana Marculescu; Anoop Iyer (ICCAD, 2001)

Power reduction through work reuse. - Emil Talpes; Diana Marculescu (ISLPED, 2001)

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

Power efficiency of voltage scaling in multiple clock, multiple voltage cores. - Anoop Iyer; Diana Marculescu (ICCAD, 2002)

Power and Performance Evaluation of Globally Asynchronous Locally Synchronous Processors. - Anoop Iyer; Diana Marculescu (ISCA, 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)

Microarchitecture-level power management. - Anoop Iyer; Diana Marculescu (IEEE Trans. Very Large Scale Integr. Syst., 2002)

Dynamic Functional Unit Assignment for Low Power. - Steve Haga; Natasha Reeves; Rajeev Barua; Diana Marculescu (Embedded Software for SoC, 2003)

Efficient Power/Performance Analysis of Embedded and General Purpose Software Applications. - Venkata Syam P. Rapaka; Diana Marculescu (Embedded Software for SoC, 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)

Pre-Characterization Free, Efficient Power/Performance Analysis of Embedded and General Purpose Software Applications. - Venkata Syam P. Rapaka; Diana Marculescu (DATE, 2003)

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

Dynamic Fault-Tolerance and Metrics for Battery Powered, Failure-Prone Systems. - Phillip Stanley-Marbell; Diana Marculescu (ICCAD, 2003)

A mixed-clock issue queue design for globally asynchronous, locally synchronous processor cores. - Venkata Syam P. Rapaka; Diana Marculescu (ISLPED, 2003)

A critical analysis of application-adaptive multiple clock processors. - Emil Talpes; Diana Marculescu (ISLPED, 2003)

Guest Editors' Introduction: Power and Complexity Aware Design. - Pradip Bose; David H. Albonesi; Diana Marculescu (IEEE Micro, 2003)

E-Textiles: Toward Computational Clothing. - Diana Marculescu (IEEE Pervasive Comput., 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)

Mixed-clock issue queue design for energy aware, high-performance cores. - Venkata Syam P. Rapaka; Emil Talpes; Diana Marculescu (ASP-DAC, 2004)

Local Decisions and Triggering Mechanisms for Adaptive Fault-Tolerance. - Phillip Stanley-Marbell; Diana Marculescu (DATE, 2004)

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

Application adaptive energy efficient clustered architectures. - Diana Marculescu (ISLPED, 2004)

Impact of technology scaling on energy aware execution cache-based microarchitectures. - Emil Talpes; Diana Marculescu (ISLPED, 2004)

Speed and voltage selection for GALS systems based on voltage/frequency islands. - Koushik Niyogi; Diana Marculescu (ASP-DAC, 2005)

Variability and energy awareness: a microarchitecture-level perspective. - Diana Marculescu; Emil Talpes (DAC, 2005)

Energy Bounds for Fault-Tolerant Nanoscale Designs. - Diana Marculescu (DATE, 2005)

Increased Scalability and Power Efficiency by Using Multiple Speed Pipelines. - Emil Talpes; Diana Marculescu (ISCA, 2005)

System level power and performance modeling of GALS point-to-point communication interfaces. - Koushik Niyogi; Diana Marculescu (ISLPED, 2005)

Energy Awareness and Uncertainty in Microarchitecture-Level Design. - Diana Marculescu; Emil Talpes (IEEE Micro, 2005)

Undergraduate embedded system education at Carnegie Mellon. - Philip Koopman; Howie Choset; Rajeev Gandhi; Bruce H. Krogh; Diana Marculescu; Priya Narasimhan; JoAnn M. Paul; Ragunathan Rajkumar; Daniel P. Siewiorek; Asim Smailagic; Peter Steenkiste; Donald E. Thomas; et al. (ACM Trans. Embed. Comput. Syst., 2005)

Dynamic Functional Unit Assignment for Low Power. - Steve Haga; Natasha Reeves; Rajeev Barua; Diana Marculescu (J. Supercomput., 2005)

Execution cache-based microarchitecture for power-efficient superscalar processors. - Emil Talpes; Diana Marculescu (IEEE Trans. Very Large Scale Integr. Syst., 2005)

Toward a multiple clock/voltage island design style for power-aware processors. - Emil Talpes; Diana Marculescu (IEEE Trans. Very Large Scale Integr. Syst., 2005)

Hardware based frequency/voltage control of voltage frequency island systems. - Puru Choudhary; Diana Marculescu (CODES+ISSS, 2006)

MARS-C: modeling and reduction of soft errors in combinational circuits. - Natasa Miskov-Zivanov; Diana Marculescu (DAC, 2006)

System-level process-driven variability analysis for single and multiple voltage-frequency island systems. - Diana Marculescu; Siddharth Garg (ICCAD, 2006)

Design and Analysis of a Low Power VLIW DSP Core. - Chan-Hao Chang; Diana Marculescu (ISVLSI, 2006)

Circuit Reliability Analysis Using Symbolic Techniques. - Natasa Miskov-Zivanov; Diana Marculescu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2006)

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

Interactive presentation: System-level process variation driven throughput analysis for single and multiple voltage-frequency island designs. - Siddharth Garg; Diana Marculescu (DATE, 2007)

Soft error rate analysis for sequential circuits. - Natasa Miskov-Zivanov; Diana Marculescu (DATE, 2007)

An 0.9 × 1.2", low power, energy-harvesting system with custom multi-channel communication interface. - Phillip Stanley-Marbell; Diana Marculescu (DATE, 2007)

Sunflower : Full-System, Embedded Microarchitecture Evaluation. - Phillip Stanley-Marbell; Diana Marculescu (HiPEAC, 2007)

Analysis of dynamic voltage/frequency scaling in chip-multiprocessors. - Sebastian Herbert; Diana Marculescu (ISLPED, 2007)

MARS-S: Modeling and Reduction of Soft Errors in Sequential Circuits. - Natasa Miskov-Zivanov; Diana Marculescu (ISQED, 2007)

Architectures for Silicon Nanoelectronics and Beyond. - R. Iris Bahar; Dan W. Hammerstrom; Justin E. Harlow III; William H. Joyner Jr.; Clifford Lau; Diana Marculescu; Alex Orailoglu; Massoud Pedram (Computer, 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)

Soft error rate reduction using redundancy addition and removal. - Kai-Chiang Wu; Diana Marculescu (ASP-DAC, 2008)

System-level mitigation of WID leakage power variability using body-bias islands. - Siddharth Garg; Diana Marculescu (CODES+ISSS, 2008)

Characterizing chip-multiprocessor variability-tolerance. - Sebastian Herbert; Diana Marculescu (DAC, 2008)

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

Design Variability: Challenges and Solutions at Microarchitecture-Architecture Level. - Diana Marculescu; Sani R. Nassif (DATE, 2008)

Process variability-aware transient fault modeling and analysis. - Natasa Miskov-Zivanov; Kai-Chiang Wu; Diana Marculescu (ICCAD, 2008)

Power-aware soft error hardening via selective voltage scaling. - Kai-Chiang Wu; Diana Marculescu (ICCD, 2008)

Process-Driven Variability Analysis of Single and Multiple Voltage-Frequency Island Latency-Constrained Systems. - Diana Marculescu; Siddharth Garg (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2008)

Modeling and Optimization for Soft-Error Reliability of Sequential Circuits. - Natasa Miskov-Zivanov; Diana Marculescu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2008)

System-level throughput analysis for process variation aware multiple voltage-frequency island designs. - Siddharth Garg; Diana Marculescu (ACM Trans. Design Autom. Electr. Syst., 2008)

Guest Editorial Special Section on Low-Power Electronics and Design. - Diana Marculescu; Jörg Henkel (IEEE Trans. Very Large Scale Integr. Syst., 2008)

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)

System-level process variability analysis and mitigation for 3D MPSoCs. - Siddharth Garg; Diana Marculescu (DATE, 2009)

Joint logic restructuring and pin reordering against NBTI-induced performance degradation. - Kai-Chiang Wu; Diana Marculescu (DATE, 2009)

Variation-aware dynamic voltage/frequency scaling. - Sebastian Herbert; Diana Marculescu (HPCA, 2009)

Integrating dynamic voltage/frequency scaling and adaptive body biasing using test-time voltage selection. - Alyssa Bonnoit; Sebastian Herbert; Diana Marculescu; Lawrence T. Pileggi (ISLPED, 2009)

Post-floorplanning power/ground ring synthesis for multiple-supply-voltage designs. - Wan-Ping Lee; Diana Marculescu; Yao-Wen Chang (ISPD, 2009)

3D-GCP: An analytical model for the impact of process variations on the critical path delay distribution of 3D ICs. - Siddharth Garg; Diana Marculescu (ISQED, 2009)

A systematic approach to modeling and analysis of transient faults in logic circuits. - Natasa Miskov-Zivanov; Diana Marculescu (ISQED, 2009)

Power Management of Voltage/Frequency Island-Based Systems Using Hardware-Based Methods. - Puru Choudhary; Diana Marculescu (IEEE Trans. Very Large Scale Integr. Syst., 2009)

Mitigating the Impact of Variability on Chip-Multiprocessor Power and Performance. - Sebastian Herbert; Diana Marculescu (IEEE Trans. Very Large Scale Integr. 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)

Formal modeling and reasoning for reliability analysis. - Natasa Miskov-Zivanov; Diana Marculescu (DAC, 2010)

Clock skew scheduling for soft-error-tolerant sequential circuits. - Kai-Chiang Wu; Diana Marculescu (DATE, 2010)

Process variation aware performance modeling and dynamic power management for multi-core systems. - Siddharth Garg; Diana Marculescu; Sebastian Herbert (ICCAD, 2010)

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

Multiple Transient Faults in Combinational and Sequential Circuits: A Systematic Approach. - Natasa Miskov-Zivanov; Diana Marculescu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2010)

Emulation of biological networks in reconfigurable hardware. - Natasa Miskov-Zivanov; Andrew Bresticker; Deepa Krishnaswamy; Sreesan Venkatakrishnan; Diana Marculescu; James R. Faeder (BCB, 2011)

Statistical thermal evaluation and mitigation techniques for 3D Chip-Multiprocessors in the presence of process variations. - Da-Cheng Juan; Siddharth Garg; Diana Marculescu (DATE, 2011)

Aging-aware timing analysis and optimization considering path sensitization. - Kai-Chiang Wu; Diana Marculescu (DATE, 2011)

Regulatory network analysis acceleration with reconfigurable hardware. - Natasa Miskov-Zivanov; Andrew Bresticker; Deepa Krishnaswamy; Sreesan Venkatakrishnan; Prashant Kashinkunti; Diana Marculescu; James R. Faeder (EMBC, 2011)

PRICE: Power reduction by placement and clock-network co-synthesis for pulsed-latch designs. - Yi-Lin Chuang; Hong-Ting Lin; Tsung-Yi Ho; Yao-Wen Chang; Diana Marculescu (ICCAD, 2011)

Analysis and mitigation of NBTI-induced performance degradation for power-gated circuits. - Kai-Chiang Wu; Diana Marculescu; Ming-Chao Lee; Shih-Chieh Chang (ISLPED, 2011)

Special session 4A: New topics parametric yield and reliability of 3D integrated circuits: New challenges and solutions. - Siddharth Garg; Diana Marculescu (VTS, 2011)

A learning-based autoregressive model for fast transient thermal analysis of chip-multiprocessors. - Da-Cheng Juan; Huapeng Zhou; Diana Marculescu; Xin Li 001 (ASP-DAC, 2012)

Statistical thermal modeling and optimization considering leakage power variations. - Da-Cheng Juan; Yi-Lin Chuang; Diana Marculescu; Yao-Wen Chang (DATE, 2012)

Mitigating lifetime underestimation: A system-level approach considering temperature variations and correlations between failure mechanisms. - Kai-Chiang Wu; Ming-Chao Lee; Diana Marculescu; Shih-Chieh Chang (DATE, 2012)

Power-aware performance increase via core/uncore reinforcement control for chip-multiprocessors. - Da-Cheng Juan; Diana Marculescu (ISLPED, 2012)

Efficient on-line module-level wake-up scheduling for high performance multi-module designs. - Ming-Chao Lee; Yiyu Shi 001; Yu-Guang Chen; Diana Marculescu; Shih-Chieh Chang (ISPD, 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)

Guest Editorial Special Section on PAR-CAD: Parallel CAD Algorithms and CAD for Parallel Architectures/Systems. - Diana Marculescu; Peng Li (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2012)

On the Impact of Manufacturing Process Variations on the Lifetime of Sensor Networks. - Siddharth Garg; Diana Marculescu (ACM Trans. Embed. Comput. Syst., 2012)

System-Level Leakage Variability Mitigation for MPSoC Platforms Using Body-Bias Islands. - Siddharth Garg; Diana Marculescu (IEEE Trans. Very Large Scale Integr. Syst., 2012)

Exploiting Process Variability in Voltage/Frequency Control. - Sebastian Herbert; Siddharth Garg; Diana Marculescu (IEEE Trans. Very Large Scale Integr. Syst., 2012)

Learning the optimal operating point for many-core systems with extended range voltage/frequency scaling. - Da-Cheng Juan; Siddharth Garg; Jinpyo Park; Diana Marculescu (CODES+ISSS, 2013)

Dynamic behavior of cell signaling networks: model design and analysis automation. - Natasa Miskov-Zivanov; Diana Marculescu; James R. Faeder (DAC, 2013)

HaDeS: architectural synthesis for heterogeneous dark silicon chip multi-processors. - Yatish Turakhia; Bharathwaj Raghunathan; Siddharth Garg; Diana Marculescu (DAC, 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)

Cherry-picking: exploiting process variations in dark-silicon homogeneous chip multi-processors. - Bharathwaj Raghunathan; Yatish Turakhia; Siddharth Garg; Diana Marculescu (DATE, 2013)

Hardware-efficient stereo estimation using a residual-based approach. - Abhishek A. Sharma; Kaustubh Neelathalli; Diana Marculescu; Eriko Nurvitadhi (ICASSP, 2013)

Dynamic thread mapping for high-performance, power-efficient heterogeneous many-core systems. - Guangshuo Liu; Jinpyo Park; Diana Marculescu (ICCD, 2013)

Impact of manufacturing process variations on performance and thermal characteristics of 3D ICs: Emerging challenges and new solutions. - Da-Cheng Juan; Siddharth Garg; Diana Marculescu (ISCAS, 2013)

"Scaling" the impact of EDA education Preliminary findings from the CCC workshop series on extreme scale design automation. - R. Iris Bahar; Alex K. Jones; Srinivas Katkoori; Patrick H. Madden; Diana Marculescu; Igor L. Markov (MSE, 2013)

Addressing Process Variations at the Microarchitecture and System Level. - Siddharth Garg; Diana Marculescu (Found. Trends Electron. Des. Autom., 2013)

Editorial to special section on networks on chip: Architecture, tools, and methodologies. - Diana Marculescu; Chita R. Das (ACM Trans. Design Autom. Electr. Syst., 2013)

Mitigating the Impact of Process Variation on the Performance of 3-D Integrated Circuits. - Siddharth Garg; Diana Marculescu (IEEE Trans. Very Large Scale Integr. Syst., 2013)

A Low-Cost, Systematic Methodology for Soft Error Robustness of Logic Circuits. - Kai-Chiang Wu; Diana Marculescu (IEEE Trans. Very Large Scale Integr. Syst., 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)

The EDA Challenges in the Dark Silicon Era: Temperature, Reliability, and Variability Perspectives. - Muhammad Shafique 001; Siddharth Garg; Jörg Henkel; Diana Marculescu (DAC, 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)

Beyond Poisson: Modeling Inter-Arrival Time of Requests in a Datacenter. - Da-Cheng Juan; Lei Li 005; Huan-Kai Peng; Diana Marculescu; Christos Faloutsos (PAKDD (2), 2014)

Statistical Peak Temperature Prediction and Thermal Yield Improvement for 3D Chip Multiprocessors. - Da-Cheng Juan; Siddharth Garg; Diana Marculescu (ACM Trans. Design Autom. Electr. Syst., 2014)

Power-Planning-Aware Soft Error Hardening via Selective Voltage Assignment. - Kai-Chiang Wu; Diana Marculescu (IEEE Trans. Very Large Scale Integr. Syst., 2014)

Understanding and Using Heterogeneity for High Performance, Energy Efficient Computing: Special Session Extended Abstract. - Diana Marculescu; Da-Cheng Juan; Guangshuo Liu (CSCS, 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)

Distributed reinforcement learning for power limited many-core system performance optimization. - Zhuo Chen; Diana Marculescu (DATE, 2015)

The quest for energy aware computing. - Diana Marculescu (IGSC, 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)

TEI-Turbo: Temperature Effect Inversion-Aware Turbo Boost for FinFET-Based Multi-Core Systems. - Ermao Cai; Diana Marculescu (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)

Exploiting component dependency for accurate and efficient soft error analysis via Probabilistic Graphical Models. - Jiajia Jiao; Da-Cheng Juan; Diana Marculescu; Yuzhuo Fu (Microelectron. Reliab., 2015)

Procrustes1: Power Constrained Performance Improvement Using Extended Maximize-Then-Swap Algorithm. - Guangshuo Liu; Jinpyo Park; Diana Marculescu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 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)

Exploring aging deceleration in FinFET-based multi-core systems. - Ermao Cai; Dimitrios Stamoulis; Diana Marculescu (ICCAD, 2016)

Can We Guarantee Performance Requirements under Workload and Process Variations? - Dimitrios Stamoulis; Diana Marculescu (ISLPED, 2016)

M3A: Model, MetaModel, and Anomaly Detection in Web Searches. - Da-Cheng Juan; Neil Shah; Mingyu Tang; Zhiliang Qian; Diana Marculescu; Christos Faloutsos (CoRR, 2016)

Thread Progress Equalization: Dynamically Adaptive Power and Performance Optimization of Multi-threaded Applications. - Yatish Turakhia; Guangshuo Liu; Siddharth Garg; Diana Marculescu (CoRR, 2016)

A two-level approximate model driven framework for characterizing Multi-Cell Upsets impacts on processors. - Jiajia Jiao; Diana Marculescu; Da-Cheng Juan; Yuzhuo Fu (Microelectron. J., 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)

Learning-Based Power/Performance Optimization for Many-Core Systems With Extended-Range Voltage/Frequency Scaling. - Ermao Cai; Da-Cheng Juan; Siddharth Garg; Jinpyo Park; Diana Marculescu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 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)

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)

emphNeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks. - Ermao Cai; Da-Cheng Juan; Dimitrios Stamoulis; Diana Marculescu (ACML, 2017)

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

M3A: Model, MetaModel and Anomaly Detection for Inter-arrivals of Web Searches and Postings. - Da-Cheng Juan; Neil Shah; Mingyu Tang; Zhiliang Qian; Diana Marculescu; Christos Faloutsos (DSAA, 2017)

Leveraging Classification Models for River Forecasting. - Ruizhou Ding; Diana Marculescu (SIGSPATIAL/GIS, 2017)

LightNN: Filling the Gap between Conventional Deep Neural Networks and Binarized Networks. - Ruizhou Ding; Zeye Liu 001; Rongye Shi; Diana Marculescu; R. D. (Shawn) Blanton (ACM Great Lakes Symposium on VLSI, 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)

NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks. - Ermao Cai; Da-Cheng Juan; Dimitrios Stamoulis; Diana Marculescu (CoRR, 2017)

Task Scheduling for Heterogeneous Multicore Systems. - Zhuo Chen; Diana Marculescu (CoRR, 2017)

Priority-Aware Near-Optimal Scheduling for Heterogeneous Multi-Core Systems with Specialized Accelerators. - Zhuo Chen; Diana Marculescu (CoRR, 2017)

Thread Progress Equalization: Dynamically Adaptive Power-Constrained Performance Optimization of Multi-Threaded Applications. - Yatish Turakhia; Guangshuo Liu; Siddharth Garg; Diana Marculescu (IEEE Trans. Computers, 2017)

Temperature Effect Inversion-Aware Power-Performance Optimization for FinFET-Based Multicore Systems. - Ermao Cai; Diana Marculescu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 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)

Quantized deep neural networks for energy efficient hardware-based inference. - Ruizhou Ding; Zeye Liu 001; R. D. (Shawn) Blanton; Diana Marculescu (ASP-DAC, 2018)

HyperPower: Power- and memory-constrained hyper-parameter optimization for neural networks. - Dimitrios Stamoulis; Ermao Cai; Da-Cheng Juan; Diana Marculescu (DATE, 2018)

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

Hardware-aware machine learning: modeling and optimization. - Diana Marculescu; Dimitrios Stamoulis; Ermao Cai (ICCAD, 2018)

Designing adaptive neural networks for energy-constrained image classification. - Dimitrios Stamoulis; Ting-Wu (Rudy) Chin; Anand Krishnan Prakash; Haocheng Fang; Sribhuvan Sajja; Mitchell Bognar; Diana Marculescu (ICCAD, 2018)

Understanding the Impact of Label Granularity on CNN-Based Image Classification. - Zhuo Chen; Ruizhou Ding; Ting-Wu Chin; Diana Marculescu (ICDM Workshops, 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)

Layer-compensated Pruning for Resource-constrained Convolutional Neural Networks. - Ting-Wu Chin; Cha Zhang; Diana 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)

Profit: Priority and Power/Performance Optimization for Many-Core Systems. - Zhuo Chen; Dimitrios Stamoulis; Diana Marculescu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018)

Lightening the Load with Highly Accurate Storage- and Energy-Efficient LightNNs. - Ruizhou Ding; Zeye Liu 001; R. D. (Shawn) Blanton; Diana Marculescu (ACM Trans. Reconfigurable Technol. Syst., 2018)

Regularizing Activation Distribution for Training Binarized Deep Networks. - Ruizhou Ding; Ting-Wu Chin; Zeye Liu 001; Diana Marculescu (CVPR, 2019)

FLightNNs: Lightweight Quantized Deep Neural Networks for Fast and Accurate Inference. - Ruizhou Ding; Zeye Liu 001; Ting-Wu Chin; Diana Marculescu; R. D. (Shawn) Blanton (DAC, 2019)

AdaScale: Towards Real-time Video Object Detection using Adaptive Scaling. - Ting-Wu Chin; Ruizhou Ding; Diana Marculescu (SysML, 2019)

Single-Path NAS: Designing Hardware-Efficient ConvNets in Less Than 4 Hours. - Dimitrios Stamoulis; Ruizhou Ding; Di Wang 003; Dimitrios Lymberopoulos; Bodhi Priyantha; Jie Liu 001; Diana Marculescu (ECML/PKDD (2), 2019)

LeGR: Filter Pruning via Learned Global Ranking. - Ting-Wu Chin; Ruizhou Ding; Cha Zhang; Diana Marculescu (CoRR, 2019)

Single-Path NAS: Device-Aware Efficient ConvNet Design. - Dimitrios Stamoulis; Ruizhou Ding; Di Wang 003; Dimitrios Lymberopoulos; Bodhi Priyantha; Jie Liu 001; Diana 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)

Tractable Learning and Inference for Large-Scale Probabilistic Boolean Networks. - Ifigeneia Apostolopoulou; Diana Marculescu (IEEE Trans. Neural Networks Learn. Syst., 2019)

Towards Efficient Model Compression via Learned Global Ranking. - Ting-Wu Chin; Ruizhou Ding; Cha Zhang; Diana Marculescu (CVPR, 2020)

DeepNVM: A Framework for Modeling and Analysis of Non-Volatile Memory Technologies for Deep Learning Applications. - Ahmet Fatih Inci; Mehmet Meric Isgenc; Diana Marculescu (DATE, 2020)

One Weight Bitwidth to Rule Them All. - Ting-Wu Chin; Pierce I-Jen Chuang; Vikas Chandra; Diana Marculescu (ECCV Workshops (5), 2020)

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

ViP: Virtual Pooling for Accelerating CNN-based Image Classification and Object Detection. - Zhuo Chen; Jiyuan Zhang; Ruizhou Ding; Diana Marculescu (WACV, 2020)

Improving the Adversarial Robustness of Transfer Learning via Noisy Feature Distillation. - Ting-Wu Chin; Cha Zhang; Diana Marculescu (CoRR, 2020)

Workshops on Extreme Scale Design Automation (ESDA) Challenges and Opportunities for 2025 and Beyond. - R. Iris Bahar; Alex K. Jones; Srinivas Katkoori; Patrick H. Madden; Diana Marculescu; Igor L. Markov (CoRR, 2020)

PareCO: Pareto-aware Channel Optimization for Slimmable Neural Networks. - Ting-Wu Chin; Ari S. Morcos; Diana Marculescu (CoRR, 2020)

The Architectural Implications of Distributed Reinforcement Learning on CPU-GPU Systems. - Ahmet Fatih Inci; Evgeny Bolotin; Yaosheng Fu; Gal Dalal; Shie Mannor; David W. Nellans; Diana Marculescu (CoRR, 2020)

DeepNVM++: Cross-Layer Modeling and Optimization Framework of Non-Volatile Memories for Deep Learning. - Ahmet Inci; Mehmet Meric Isgenc; Diana Marculescu (CoRR, 2020)

Editorial: Special Issue on Compact Deep Neural Networks With Industrial Applications. - Lixin Fan; Diana Marculescu; Werner Bailer; Yurong Chen 001 (IEEE J. Sel. Top. Signal Process., 2020)

Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization. - Dimitrios Stamoulis; Ruizhou Ding; Di Wang 003; Dimitrios Lymberopoulos; Bodhi Priyantha; Jie Liu 001; Diana Marculescu (IEEE J. Sel. Top. Signal Process., 2020)

Width Transfer: On the (In)variance of Width Optimization. - Ting-Wu Chin; Diana Marculescu; Ari S. Morcos (CVPR Workshops, 2021)

Renofeation: A Simple Transfer Learning Method for Improved Adversarial Robustness. - Ting-Wu Chin; Cha Zhang; Diana Marculescu (CVPR Workshops, 2021)

When Climate Meets Machine Learning: Edge to Cloud ML Energy Efficiency. - Diana Marculescu (ISLPED, 2021)

Joslim: Joint Widths and Weights Optimization for Slimmable Neural Networks. - Ting-Wu Chin; Ari S. Morcos; Diana Marculescu (ECML/PKDD (3), 2021)

Putting the "Machine" Back in Machine Learning for Engineering Students. - Ting-Wu Chin; Dimitrios Stamoulis; Diana Marculescu (Teaching ML, 2021)

ANT: Adapt Network Across Time for Efficient Video Processing. - Feng Liang; Ting-Wu Chin; Yang Zhou; Diana Marculescu (CVPR Workshops, 2022)

QAPPA: Quantization-Aware Power, Performance, and Area Modeling of DNN Accelerators. - Ahmet Inci; Siri Garudanagiri Virupaksha; Aman Jain; Venkata Vivek Thallam; Ruizhou Ding; Diana Marculescu (CoRR, 2022)

QADAM: Quantization-Aware DNN Accelerator Modeling for Pareto-Optimality. - Ahmet Inci; Siri Garudanagiri Virupaksha; Aman Jain; Venkata Vivek Thallam; Ruizhou Ding; Diana Marculescu (CoRR, 2022)

SupMAE: Supervised Masked Autoencoders Are Efficient Vision Learners. - Feng Liang; Yangguang Li; Diana Marculescu (CoRR, 2022)

Play It Cool: Dynamic Shifting Prevents Thermal Throttling. - Yang Zhou; Feng Liang; Ting-Wu Chin; Diana Marculescu (CoRR, 2022)

Efficient Deep Learning Using Non-Volatile Memory Technology. - Ahmet Inci; Mehmet Meric Isgenc; Diana Marculescu (CoRR, 2022)

CPT-V: A Contrastive Approach to Post-Training Quantization of Vision Transformers. - Natalia Frumkin; Dibakar Gope; Diana Marculescu (CoRR, 2022)

DeepNVM++: Cross-Layer Modeling and Optimization Framework of Nonvolatile Memories for Deep Learning. - Ahmet Inci; Mehmet Meric Isgenc; Diana Marculescu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

MobileTL: On-Device Transfer Learning with Inverted Residual Blocks. - Hung-Yueh Chiang; Natalia Frumkin; Feng Liang; Diana Marculescu (AAAI, 2023)

Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP. - Feng Liang; Bichen Wu; Xiaoliang Dai; Kunpeng Li; Yinan Zhao; Hang Zhang 005; Peizhao Zhang; Peter Vajda; Diana Marculescu (CVPR, 2023)

MaxEVA: Maximizing the Efficiency of Matrix Multiplication on Versal AI Engine. - Endri Taka; Aman Arora 001; Kai-Chiang Wu; Diana Marculescu (ICFPT, 2023)

CLIP4VideoCap: Rethinking Clip for Video Captioning with Multiscale Temporal Fusion and Commonsense Knowledge. - Tanvir Mahmud; Feng Liang; Yaling Qing; Diana Marculescu (ICASSP, 2023)

Jumping through Local Minima: Quantization in the Loss Landscape of Vision Transformers. - Natalia Frumkin; Dibakar Gope; Diana Marculescu (ICCV, 2023)

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

AVE-CLIP: AudioCLIP-based Multi-window Temporal Transformer for Audio Visual Event Localization. - Tanvir Mahmud; Diana Marculescu (WACV, 2023)

QUIDAM: A Framework for Quantization-aware DNN Accelerator and Model Co-Exploration. - Ahmet Inci; Siri Garudanagiri Virupaksha; Aman Jain; Ting-Wu Chin; Venkata Vivek Thallam; Ruizhou Ding; Diana Marculescu (ACM Trans. Embed. Comput. Syst., 2023)

ELSA: Exploiting Layer-wise N: M Sparsity for Vision Transformer Acceleration. - Ning-Chi Huang; Chi-Chih Chang; Wei-Cheng Lin; Endri Taka; Diana Marculescu; Kai-Chiang Wu (CVPR Workshops, 2024)

FlowVid: Taming Imperfect Optical Flows for Consistent Video-to-Video Synthesis. - Feng Liang; Bichen Wu; Jialiang Wang 001; Licheng Yu; Kunpeng Li; Yinan Zhao; Ishan Misra; Jia-Bin Huang; Peizhao Zhang; Peter Vajda; Diana Marculescu (CVPR, 2024)

MA-AVT: Modality Alignment for Parameter-Efficient Audio-Visual Transformers. - Tanvir Mahmud; Shentong Mo; Yapeng Tian; Diana Marculescu (CVPR Workshops, 2024)

T-VSL: Text-Guided Visual Sound Source Localization in Mixtures. - Tanvir Mahmud; Yapeng Tian; Diana 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)

PaPr: Training-Free One-Step Patch Pruning with Lightweight ConvNets for Faster Inference. - Tanvir Mahmud; Burhaneddin Yaman; Chun-Hao Liu; Diana Marculescu (ECCV (23), 2024)

OpenSep: Leveraging Large Language Models with Textual Inversion for Open World Audio Separation. - Tanvir Mahmud; Diana Marculescu (EMNLP, 2024)

Efficient Approaches for GEMM Acceleration on Leading AI-Optimized FPGAs. - Endri Taka; Dimitrios Gourounas; Andreas Gerstlauer; Diana Marculescu; Aman Arora 001 (FCCM, 2024)

Weakly-supervised Audio Separation via Bi-modal Semantic Similarity. - Tanvir Mahmud; Saeed Amizadeh; Kazuhito Koishida; Diana Marculescu (ICLR, 2024)

FLORA: Fine-grained Low-Rank Architecture Search for Vision Transformer. - Chi-Chih Chang; Yuan-Yao Sung; Shixing Yu; Ning-Chi Huang; Diana Marculescu; Kai-Chiang Wu (WACV, 2024)

SSVOD: Semi-Supervised Video Object Detection with Sparse Annotations. - Tanvir Mahmud; Chun-Hao Liu; Burhaneddin Yaman; Diana Marculescu (WACV, 2024)

SCAN-Edge: Finding MobileNet-speed Hybrid Networks for Diverse Edge Devices via Hardware-Aware Evolutionary Search. - Hung-Yueh Chiang; Diana Marculescu (CoRR, 2024)

ELSA: Exploiting Layer-wise N:M Sparsity for Vision Transformer Acceleration. - Ning-Chi Huang; Chi-Chih Chang; Wei-Cheng Lin; Endri Taka; Diana Marculescu; Kai-Chiang Wu (CoRR, 2024)

DQRM: Deep Quantized Recommendation Models. - Yang Zhou; Zhen Dong 003; Ellick Chan; Dhiraj Kalamkar; Diana Marculescu; Kurt Keutzer (CoRR, 2024)

Movie Weaver: Tuning-Free Multi-Concept Video Personalization with Anchored Prompts. - Feng Liang; Haoyu Ma; Zecheng He; Tingbo Hou; Ji Hou; Kunpeng Li; Xiaoliang Dai; Felix Juefei-Xu; Samaneh Azadi; Animesh Sinha; Peizhao Zhang; Peter Vajda; et al. (CVPR, 2025)

Systolic Sparse Tensor Slices: FPGA Building Blocks for Sparse and Dense AI Acceleration. - Endri Taka; Ning-Chi Huang; Chi-Chih Chang; Kai-Chiang Wu; Aman Arora 001; Diana Marculescu (FPGA, 2025)

Quamba: A Post-Training Quantization Recipe for Selective State Space Models. - Hung-Yueh Chiang; Chi-Chih Chang; Natalia Frumkin; Kai-Chiang Wu; Diana Marculescu (ICLR, 2025)

Looking Backward: Streaming Video-to-Video Translation with Feature Banks. - Feng Liang; Akio Kodaira; Chenfeng Xu; Masayoshi Tomizuka; Kurt Keutzer; Diana Marculescu (ICLR, 2025)

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

Similarity Trajectories: Linking Sampling Process to Artifacts in Diffusion-Generated Images. - Dennis Menn; Feng Liang; Hung-Yueh Chiang; Diana Marculescu (WACV (Workshops), 2025)

Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models. - Hung-Yueh Chiang; Chi-Chih Chang; Natalia Frumkin; Kai-Chiang Wu; Mohamed S. Abdelfattah; Diana Marculescu (CoRR, 2025)

Geo-OLM: Enabling Sustainable Earth Observation Studies with Cost-Efficient Open Language Models & State-Driven Workflows. - Dimitrios Stamoulis; Diana Marculescu (CoRR, 2025)

QuarterMap: Efficient Post-Training Token Pruning for Visual State Space Models. - Tien-Yu Chi; Hung-Yueh Chiang; Diana Marculescu; Kai-Chiang Wu (CoRR, 2025)

GeoFlow: Agentic Workflow Automation for Geospatial Tasks. - Amulya Bhattaram; Justin Chung; Stanley Chung; Ranit Gupta; Janani Ramamoorthy; Kartikeya Gullapalli; Diana Marculescu; Dimitrios Stamoulis (CoRR, 2025)