| 2026 | AAAI | NeuS-QA: Grounding Long-Form Video Understanding in Temporal Logic and Neuro-Symbolic Reasoning. | Sahil Shah, S. P. Sharan, Harsh Goel, Minkyu Choi, Mustafa Munir, Manvik Pasula, Radu Marculescu, Sandeep Chinchali |
| 2026 | WACV | AdaptViG: Adaptive Vision GNN with Exponential Decay Gating. | Mustafa Munir, Md Mostafijur Rahman, Radu Marculescu |
| 2026 | WACV | SmoothDiffusion-VE: Real-time Generative Video Editing Using Adaptive Feature Cache. | Mustafa Munir, Sophia Zalewski, Shiqiu Liu, David Tarjan, Sushmitha Belede, Anjul Patney, Radu Marculescu |
| 2025 | ASPDAC | Skip2-LoRA: A Lightweight On-device DNN Fine-tuning Method for Low-cost Edge Devices. | Hiroki Matsutani, Masaaki Kondo, Kazuki Sunaga, Radu Marculescu |
| 2025 | CVPR | From Data to Design: Leveraging Frequency Statistics for Efficient Neural Network Architectures. | Mustafa Munir, Guihong Li, Md Mostafijur Rahman, Alex Zhang, Radu Marculescu |
| 2025 | CVPR | EffiDec3D: An Optimized Decoder for High-Performance and Efficient 3D Medical Image Segmentation. | Md Mostafijur Rahman, Radu Marculescu |
| 2025 | ICCV | VCMamba: Bridging Convolutions with Multi-Directional Mamba for Efficient Visual Representation. | Mustafa Munir, Alex Zhang, Radu Marculescu |
| 2025 | ICCV | MK-UNet: Multi-Kernel Lightweight CNN for Medical Image Segmentation. | Md Mostafijur Rahman, Radu Marculescu |
| 2025 | BSN | Batteryless Gesture Recognition via Learned Sampling. | Geffen Cooper, Radu Marculescu |
| 2025 | ICWSM | News Source Credibility Assessment: A Reddit Case Study. | Arash Amini, Yigit Ege Bayiz, Ashwin Ram, Radu Marculescu, Ufuk Topcu |
| 2025 | ICWSM | Susceptibility of Communities Against Low-Credibility Content in Social News Websites. | Yigit Ege Bayiz, Arash Amini, Radu Marculescu, Ufuk Topcu |
| 2025 | MICCAI | EfficientMedNeXt: Multi-receptive Dilated Convolutions for Medical Image Segmentation. | Md Mostafijur Rahman, Mustafa Munir, Radu Marculescu |
| 2025 | WACV | Ada-VE: Training-Free Consistent Video Editing Using Adaptive Motion Prior. | Tanvir Mahmud, Mustafa Munir, Radu Marculescu, Diana Marculescu |
| 2025 | WACV | RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone. | Mustafa Munir, Md Mostafijur Rahman, Radu Marculescu |
| 2025 | WACV | Online-LoRA: Task-Free Online Continual Learning via Low Rank Adaptation. | Xiwen Wei, Guihong Li, Radu Marculescu |
| 2025 | SENSYS | Demo Abstract: Lightweight Training and Inference for Self-Supervised Depth Estimation on Edge Devices. | Allen-Jasmin Farcas, Radu Marculescu |
| 2024 | CVPR | Scaling Graph Convolutions for Mobile Vision. | William Avery, Mustafa Munir, Radu Marculescu |
| 2024 | CVPR | Fast-NTK: Parameter-Efficient Unlearning for Large-Scale Models. | Guihong Li, Hsiang Hsu, Chun-Fu Richard Chen, Radu Marculescu |
| 2024 | CVPR | GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs. | Mustafa Munir, William Avery, Md Mostafijur Rahman, Radu Marculescu |
| 2024 | CVPR | 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 |
| 2024 | CVPR | EMCAD: Efficient Multi-Scale Convolutional Attention Decoding for Medical Image Segmentation. | Md Mostafijur Rahman, Mustafa Munir, Radu Marculescu |
| 2024 | CVPR | Cache and Reuse: Rethinking the Efficiency of On-device Transfer Learning. | Yuedong Yang, Hung-Yueh Chiang, Guihong Li, Diana Marculescu, Radu Marculescu |
| 2024 | BSN | Packet Pruning: Finding Better Energy Spending Policies for Batteryless Human Activity Recognition. | Geffen Cooper, Radu Marculescu |
| 2024 | BSN | A Tiny Supervised ODL Core with Auto Data Pruning for Human Activity Recognition. | Hiroki Matsutani, Radu Marculescu |
| 2024 | ICLR | Machine Unlearning for Image-to-Image Generative Models. | Guihong Li, Hsiang Hsu, Chun-Fu Chen, Radu Marculescu |
| 2024 | WACV | G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation. | Md Mostafijur Rahman, Radu Marculescu |
| 2023 | CVPR | MobileViG: Graph-Based Sparse Attention for Mobile Vision Applications. | Mustafa Munir, William Avery, Radu Marculescu |
| 2023 | CVPR | Dynamic Multimodal Fusion. | Zihui Xue, Radu Marculescu |
| 2023 | CVPR | Efficient On-Device Training via Gradient Filtering. | Yuedong Yang, Guihong Li, Radu Marculescu |
| 2023 | ICLR | Revisiting Pruning at Initialization Through the Lens of Ramanujan Graph. | Duc N. M. Hoang, Shiwei Liu, Radu Marculescu, Zhangyang Wang |
| 2023 | ICLR | ZiCo: Zero-shot NAS via inverse Coefficient of Variation on Gradients. | Guihong Li, Yuedong Yang, Kartikeya Bhardwaj, Radu Marculescu |
| 2023 | ICML | TIPS: Topologically Important Path Sampling for Anytime Neural Networks. | Guihong Li, Kartikeya Bhardwaj, Yuedong Yang, Radu Marculescu |
| 2023 | WACV | Medical Image Segmentation via Cascaded Attention Decoding. | Md Mostafijur Rahman, Radu Marculescu |
| 2022 | ICCAD | INDENT: Incremental Online Decision Tree Training for Domain-Specific Systems-on-Chip. | Anish Krishnakumar, Radu Marculescu, mit Y. Ogras |
| 2022 | ISCAS | 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, Ming-Hung Chen, Xing Chen, Alex R. Chiriyath, Alhad Daftardar, Ronald G. Dreslinski, Arindam Dutta, Allen-Jasmin Farcas, Yukang Fu, A. Alper Goksoy, Xin He, Md Sahil Hassan, Andrew Herschfelt, Jacob Holtom, Hun-Seok Kim, A. N. Krishnakumar, Yang Li, Owen Ma, Joshua Mack, Saurav Mallik, Sumit K. Mandal, Radu Marculescu, Brittany M. McCall, Trevor N. Mudge, mit Y. Ogras, Vishrut Pandey, Saquib Ahmad Siddiqui, Yu-Hsiu Sun, Adarsh A. Venkataramani, Xiangdong Wei, B. R. Willis, Hanguang Yu, Yufan Yue |
| 2022 | ISWC | AudioIMU: Enhancing Inertial Sensing-Based Activity Recognition with Acoustic Models. | Dawei Liang, Guihong Li, Rebecca Adaimi, Radu Marculescu, Edison Thomaz |
| 2021 | CoRL | Anytime Depth Estimation with Limited Sensing and Computation Capabilities on Mobile Devices. | Yuedong Yang, Zihui Xue, Radu Marculescu |
| 2021 | CVPR | How Does Topology Influence Gradient Propagation and Model Performance of Deep Networks With DenseNet-Type Skip Connections? | Kartikeya Bhardwaj, Guihong Li, Radu Marculescu |
| 2020 | CVPR | A Hardware Prototype Targeting Distributed Deep Learning for On-device Inference. | Allen-Jasmin Farcas, Guihong Li, Kartikeya Bhardwaj, Radu Marculescu |
| 2020 | DAC | INVITED: New Directions in Distributed Deep Learning: Bringing the Network at Forefront of IoT Design. | Kartikeya Bhardwaj, Wei Chen, Radu Marculescu |
| 2020 | ICASSP | On Network Science and Mutual Information for Explaining Deep Neural Networks. | Brian Davis, Umang Bhatt, Kartikeya Bhardwaj, Radu Marculescu, Jos M. F. Moura |
| 2020 | KDD | Edge AI: Systems Design and ML for IoT Data Analytics. | Radu Marculescu, Diana Marculescu, mit Y. Ogras |
| 2020 | PERCOM | Model Personalization for Human Activity Recognition. | Chingyi Lin, Radu Marculescu |
| 2018 | ICCAD | Hybrid on-chip communication architectures for heterogeneous manycore systems. | Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu |
| 2018 | PAKDD | Dimensionality Reduction via Community Detection in Small Sample Datasets. | Kartikeya Bhardwaj, Radu Marculescu |
| 2017 | DIS | Discovering Hidden Knowledge in Carbon Emissions Data: A Multilayer Network Approach. | Kartikeya Bhardwaj, HingOn Miu, Radu Marculescu |
| 2016 | CASES | Hybrid network-on-chip architectures for accelerating deep learning kernels on heterogeneous manycore platforms. | Wonje Choi, Karthi Duraisamy, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Radu Marculescu, Diana Marculescu |
| 2016 | ICCD | nOS: A nano-sized distributed operating system for many-core embedded systems. | Simon J. Hollis, Edward Ma, Radu Marculescu |
| 2015 | DAC | Energy efficient MapReduce with VFI-enabled multicore platforms. | Karthi Duraisamy, Ryan Gary Kim, Wonje Choi, Guangshuo Liu, Partha Pratim Pande, Radu Marculescu, Diana Marculescu |
| 2015 | ICCAD | Statistical Learning in Chip (SLIC). | Ronald D. Blanton, Xin Li, Ken Mai, Diana Marculescu, Radu Marculescu, Jeyanandh Paramesh, Jeff G. Schneider, Donald E. Thomas |
| 2015 | ICCAD | The (Low) Power of Less Wiring: Enabling Energy Efficiency in Many-Core Platforms Through Wireless NoC. | Partha Pratim Pande, Ryan Gary Kim, Wonje Choi, Zhuo Chen, Diana Marculescu, Radu Marculescu |
| 2014 | ASPDAC | 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 |
| 2014 | CASES | Energy-efficient VFI-partitioned multicore design using wireless NoC architectures. | Ryan Gary Kim, Guangshuo Liu, Paul Wettin, Radu Marculescu, Diana Marculescu, Partha Pratim Pande |
| 2014 | DATE | 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 |
| 2013 | ASPDAC | A case for wireless 3D NoCs for CMPs. | Hiroki Matsutani, Paul Bogdan, Radu Marculescu, Yasuhiro Take, Daisuke Sasaki, Hao Zhang, Michihiro Koibuchi, Tadahiro Kuroda, Hideharu Amano |
| 2013 | DATE | Closed-loop control for power and thermal management in multi-core processors: formal methods and industrial practice. | Ibrahim M. Elfadel, Radu Marculescu, David Atienza |
| 2013 | DATE | 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 |
| 2013 | ICCAD | Performance evaluation of multicore systems: from traffic analysis to latency predictions (embedded tutorial). | Zhiliang Qian, Paul Bogdan, Chi-Ying Tsui, Radu Marculescu |
| 2011 | DATE | FARM: Fault-aware resource management in NoC-based multiprocessor platforms. | Chen-Ling Chou, Radu Marculescu |
| 2011 | DATE | 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 |
| 2010 | DAC | Find your flow: increasing flow experience by designing "human" embedded systems. | Chen-Ling Chou, Anca M. Miron, Radu Marculescu |
| 2010 | ISLPED | Custom feedback control: enabling truly scalable on-chip power management for MPSoCs. | Siddharth Garg, Diana Marculescu, Radu Marculescu |
| 2009 | DAC | Technology-driven limits on DVFS controllability of multiple voltage-frequency island designs: a system-level perspective. | Siddharth Garg, Diana Marculescu, Radu Marculescu, mit Y. Ogras |
| 2009 | DATE | User-centric design space exploration for heterogeneous Network-on-Chip platforms. | Chen-Ling Chou, Radu Marculescu |
| 2009 | MICRO | Toward a science for future NoC design. | Radu Marculescu |
| 2008 | DAC | Variation-adaptive feedback control for networks-on-chip with multiple clock domains. | mit Y. Ogras, Radu Marculescu, Diana Marculescu |
| 2008 | DATE | User-Aware Dynamic Task Allocation in Networks-on-Chip. | Chen-Ling Chou, Radu Marculescu |
| 2008 | ICCD | Contention-aware application mapping for Network-on-Chip communication architectures. | Chen-Ling Chou, Radu Marculescu |
| 2008 | ICVS | Communication-Aware Face Detection Using Noc Architecture. | Hung-Chih Lai, Radu Marculescu, Marios Savvides, Tsuhan Chen |
| 2007 | DAC | Quantum-Like Effects in Network-on-Chip Buffers Behavior. | Paul Bogdan, Radu Marculescu |
| 2007 | DAC | Voltage-Frequency Island Partitioning for GALS-based Networks-on-Chip. | mit Y. Ogras, Radu Marculescu, Puru Choudhary, Diana Marculescu |
| 2007 | DATE | Analytical router modeling for networks-on-chip performance analysis. | mit Y. Ogras, Radu Marculescu |
| 2007 | DATE | Distributed power-management techniques for wireless network video systems. | Nicholas H. Zamora, Jung-Chun Kao, Radu Marculescu |
| 2007 | ICPADS | Energy-efficient anonymous multicast in mobile ad-hoc networks. | Jung-Chun Kao, Radu Marculescu |
| 2007 | WCNC | Real-Time Anonymous Routing for Mobile Ad Hoc Networks. | Jung-Chun Kao, Radu Marculescu |
| 2006 | DAC | Design space exploration and prototyping for on-chip multimedia applications. | Hyung Gyu Lee, mit Y. Ogras, Radu Marculescu, Naehyuck Chang |
| 2006 | DAC | Prediction-based flow control for network-on-chip traffic. | mit Y. Ogras, Radu Marculescu |
| 2006 | DATE | Is "Network" the next "Big Idea" in design? | Radu Marculescu, Jan M. Rabaey, Alberto L. Sangiovanni-Vincentelli |
| 2006 | DATE | Communication architecture optimization: making the shortest path shorter in regular networks-on-chip. | mit Y. Ogras, Radu Marculescu, Hyung Gyu Lee, Naehyuck Chang |
| 2006 | SECON | Eavesdropping Minimization via Transmission Power Control in Ad-Hoc Wireless Networks. | Jung-Chun Kao, Radu Marculescu |
| 2006 | RTCSA | Generalized Rate Analysis for Media-Processing Platforms. | Yanhong Liu, Samarjit Chakraborty, Radu Marculescu |
| 2005 | DATE | Energy-Aware Routing for E-Textile Applications. | Jung-Chun Kao, Radu Marculescu |
| 2005 | DATE | Energy- and Performance-Driven NoC Communication Architecture Synthesis Using a Decomposition Approach. | mit Y. Ogras, Radu Marculescu |
| 2005 | ICCAD | Application-specific network-on-chip architecture customization via long-range link insertion. | mit Y. Ogras, Radu Marculescu |
| 2004 | ASPDAC | Enabling on-chip diversity through architectural communication design. | Tudor Dumitras, Sam Kerner, Radu Marculescu |
| 2004 | DAC | DyAD: smart routing for networks-on-chip. | Jingcao Hu, Radu Marculescu |
| 2004 | DAC | Adaptive data partitioning for ambient multimedia. | Xiaoping Hu, Radu Marculescu |
| 2004 | DATE | Energy-Aware Communication and Task Scheduling for Network-on-Chip Architectures under Real-Time Constraints. | Jingcao Hu, Radu Marculescu |
| 2004 | DATE | Distributed Multimedia System Design: A Holistic Perspective. | Radu Marculescu, Massoud Pedram, Jrg Henkel |
| 2004 | DATE | Hierarchical Adaptive Dynamic Power Management. | Zhiyuan Ren, Bruce H. Krogh, Radu Marculescu |
| 2004 | ICCAD | Application-specific buffer space allocation for networks-on-chip router design. | Jingcao Hu, Radu Marculescu |
| 2004 | ICCD | Toward an Integrated Design Methodology for Fault-Tolerant, Multiple Clock/Voltage Integrated Systems. | Radu Marculescu, Diana Marculescu, Larry T. Pileggi |
| 2004 | ISLPED | Architecting voltage islands in core-based system-on-a-chip designs. | Jingcao Hu, Youngsoo Shin, Nagu R. Dhanwada, Radu Marculescu |
| 2003 | ASPDAC | Towards on-chip fault-tolerant communication. | Tudor Dumitras, Sam Kerner, Radu Marculescu |
| 2003 | ASPDAC | Energy-aware mapping for tile-based NoC architectures under performance constraints. | Jingcao Hu, Radu Marculescu |
| 2003 | DATE | On-Chip Stochastic Communication. | Tudor Dumitras, Radu Marculescu |
| 2003 | DATE | Exploiting the Routing Flexibility for Energy/Performance Aware Mapping of Regular NoC Architectures. | Jingcao Hu, Radu Marculescu |
| 2003 | DATE | 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 |
| 2003 | ICCAD | Fault-Tolerant Techniques for Ambient Intelligent Distributed Systems. | Diana Marculescu, Nicholas H. Zamora, Phillip Stanley-Marbell, Radu Marculescu |
| 2003 | ICCAD | Communication-Aware Task Scheduling and Voltage Selection for Total Systems Energy Minimization. | Girish Varatkar, Radu Marculescu |
| 2002 | DAC | Challenges and opportunities in electronic textiles modeling and optimization. | Diana Marculescu, Radu Marculescu, Pradeep K. Khosla |
| 2002 | DAC | Traffic analysis for on-chip networks design of multimedia applications. | Girish Varatkar, Radu Marculescu |
| 2002 | VLSID | System-Level Point-to-Point Communication Synthesis using Floorplanning Information. | Jingcao Hu, Yangdong Deng, Radu Marculescu |
| 2001 | DAC | System-Level Power/Performance Analysis for Embedded Systems Design. | Amit Nandi, Radu Marculescu |
| 2001 | DATE | Probabilistic application modeling for system-level perfromance analysis. | Radu Marculescu, Amit Nandi |
| 2001 | ICCAD | System-Level Power/Performance Analysis of Portable Multimedia Systems Communicating over Wireless Channels. | Radu Marculescu, Amit Nandi, Luciano Lavagno, Alberto L. Sangiovanni-Vincentelli |
| 2000 | ISCAS | Improving simulation efficiency for circuit-level power estimation [CMOS]. | Radu Marculescu, Cristinel Ababei |
| 1999 | ISLPED | Non-stationary effects in trace-driven power analysis. | Radu Marculescu, Diana Marculescu, Massoud Pedram |
| 1998 | DATE | Trace-Driven Steady-State Probability Estimation in FSMs with Application to Power Estimation. | Diana Marculescu, Radu Marculescu, Massoud Pedram |
| 1998 | ISLPED | Theoretical bounds for switching activity analysis in finite-state machines. | Diana Marculescu, Radu Marculescu, Massoud Pedram |
| 1997 | ASPDAC | Adaptive models for input data compaction for power simulators. | Radu Marculescu, Diana Marculescu, Massoud Pedram |
| 1997 | DAC | Sequence Compaction for Probabilistic Analysis of Finite-State Machines. | Diana Marculescu, Radu Marculescu, Massoud Pedram |
| 1997 | DAC | Hierarchical Sequence Compaction for Power Estimation. | Radu Marculescu, Diana Marculescu, Massoud Pedram |
| 1997 | ISLPED | Composite sequence compaction for finite-state machines using block entropy and high-order Markov models. | Radu Marculescu, Diana Marculescu, Massoud Pedram |
| 1996 | DAC | Stochastic Sequential Machine Synthesis Targeting Constrained Sequence Generation. | Diana Marculescu, Radu Marculescu, Massoud Pedram |
| 1996 | DAC | Improving the Efficiency of Power Simulators by Input Vector Compaction. | Chi-Ying Tsui, Radu Marculescu, Diana Marculescu, Massoud Pedram |
| 1995 | DAC | Efficient Power Estimation for Highly Correlated Input Streams. | Radu Marculescu, Diana Marculescu, Massoud Pedram |
| 1995 | ISLPED | Information theoretic measures of energy consumption at register transfer level. | Diana Marculescu, Radu Marculescu, Massoud Pedram |
| 1994 | ICCAD | Switching activity analysis considering spatiotemporal correlations. | Radu Marculescu, Diana Marculescu, Massoud Pedram |
| 1993 | VTS | Worst-case analysis for pseudorandom testing. | Radu Marculescu |