Radu Marculescu

334 papers A* 31A 46B 9C 11Misc 17Journal 138Unranked 77

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Fuel Gauge: Estimating Chain-of-Thought Length Ahead of Time in Large Multimodal Models. CoRR Yuedong Yang, Xiwen Wei, Mustafa Munir, Radu Marculescu
2026	A*	`conf`	NeuS-QA: Grounding Long-Form Video Understanding in Temporal Logic and Neuro-Symbolic Reasoning. AAAI Sahil Shah, S. P. Sharan, Harsh Goel, Minkyu Choi, Mustafa Munir, Manvik Pasula, Radu Marculescu, Sandeep Chinchali
2026	J	`jnl`	Training-free Latent Inter-Frame Pruning with Attention Recovery. CoRR Dennis Menn, Yuedong Yang, Bokun Wang, Xiwen Wei, Mustafa Munir, Feng Liang, Radu Marculescu, Chenfeng Xu, Diana Marculescu
2025	A	`conf`	Ada-VE: Training-Free Consistent Video Editing Using Adaptive Motion Prior. WACV Tanvir Mahmud, Mustafa Munir, Radu Marculescu, Diana Marculescu
2025	J	`jnl`	AdaptViG: Adaptive Vision GNN with Exponential Decay Gating. CoRR Mustafa Munir, Md Mostafijur Rahman, Radu Marculescu
2025	J	`jnl`	AttentionViG: Cross-Attention-Based Dynamic Neighbor Aggregation in Vision GNNs. CoRR Hakan Emre Gedik, Andrew Martin, Mustafa Munir, Oguzhan Baser, Radu Marculescu, Sandeep P. Chinchali, Alan C. Bovik
2025	C	`conf`	Batteryless Gesture Recognition via Learned Sampling. BSN Geffen Cooper, Radu Marculescu
2025	Misc	`conf`	Demo Abstract: Lightweight Training and Inference for Self-Supervised Depth Estimation on Edge Devices. SenSys Allen-Jasmin Farcas, Radu Marculescu
2025	J	`jnl`	Editorial Special Section on Emerging Edge AI for Human-in-the-Loop Cyber Physical Systems. IEEE Trans. Emerg. Top. Comput. Radu Marculescu, Jorge Sá Silva
2025	A*	`conf`	EffiDec3D: An Optimized Decoder for High-Performance and Efficient 3D Medical Image Segmentation. CVPR Md Mostafijur Rahman, Radu Marculescu
2025	—	`conf`	EfficientMedNeXt: Multi-receptive Dilated Convolutions for Medical Image Segmentation. MICCAI (4) Md Mostafijur Rahman, Mustafa Munir, Radu Marculescu
2025	—	`conf`	From Data to Design: Leveraging Frequency Statistics for Efficient Neural Network Architectures. CVPR Workshops Mustafa Munir, Guihong Li, Md Mostafijur Rahman, Alex Zhang, Radu Marculescu
2025	J	`jnl`	Graph Learning for Bidirectional Disease Contact Tracing on Real Human Mobility Data. CoRR Sofia Hurtado, Radu Marculescu
2025	—	`conf`	Health Status Discovery for Online Bidirectional Contact Tracing and Disease Aware Navigation. CAI Sofia Hurtado, Radu Marculescu
2025	J	`jnl`	LoMix: Learnable Weighted Multi-Scale Logits Mixing for Medical Image Segmentation. CoRR Md Mostafijur Rahman, Radu Marculescu
2025	—	`conf`	MK-UNet: Multi-Kernel Lightweight CNN for Medical Image Segmentation. ICCVW Md Mostafijur Rahman, Radu Marculescu
2025	J	`jnl`	MK-UNet: Multi-kernel Lightweight CNN for Medical Image Segmentation. CoRR Md Mostafijur Rahman, Radu Marculescu
2025	J	`jnl`	Mitigating Intra- and Inter-modal Forgetting in Continual Learning of Unified Multimodal Models. CoRR Xiwen Wei, Mustafa Munir, Radu Marculescu
2025	J	`jnl`	Multi-Scale High-Resolution Logarithmic Grapher Module for Efficient Vision GNNs. CoRR Mustafa Munir, Alex Zhang, Radu Marculescu
2025	J	`jnl`	NeuS-QA: Grounding Long-Form Video Understanding in Temporal Logic and Neuro-Symbolic Reasoning. CoRR Sahil Shah, S. P. Sharan, Harsh Goel, Minkyu Choi, Mustafa Munir, Manvik Pasula, Radu Marculescu, Sandeep Chinchali
2025	A	`conf`	News Source Credibility Assessment: A Reddit Case Study. ICWSM Arash Amini, Yigit Ege Bayiz, Ashwin Ram, Radu Marculescu, Ufuk Topcu
2025	J	`jnl`	ObjectAlign: Neuro-Symbolic Object Consistency Verification and Correction. CoRR Mustafa Munir, Harsh Goel, Xiwen Wei, Minkyu Choi, Sahil Shah, Kartikeya Bhardwaj, Paul N. Whatmough, Sandeep Chinchali, Radu Marculescu
2025	A	`conf`	Online-LoRA: Task-Free Online Continual Learning via Low Rank Adaptation. WACV Xiwen Wei, Guihong Li, Radu Marculescu
2025	J	`jnl`	PipeFlow: Pipelined Processing and Motion-Aware Frame Selection for Long-Form Video Editing. CoRR Mustafa Munir, Md Mostafijur Rahman, Kartikeya Bhardwaj, Paul N. Whatmough, Radu Marculescu
2025	A	`conf`	RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone. WACV Mustafa Munir, Md Mostafijur Rahman, Radu Marculescu
2025	J	`jnl`	Simulating Rumor Spreading in Social Networks using LLM Agents. CoRR Tianrui Hu, Dimitrios Liakopoulos, Xiwen Wei, Radu Marculescu, Neeraja J. Yadwadkar
2025	J	`jnl`	Single-Round Scalable Analytic Federated Learning. CoRR Alan T. L. Bacellar, Mustafa Munir, Felipe M. G. França, Priscila M. V. Lima, Radu Marculescu, Lizy K. John
2025	—	`conf`	Skip2-LoRA: A Lightweight On-device DNN Fine-tuning Method for Low-cost Edge Devices. ASP-DAC Hiroki Matsutani, Masaaki Kondo, Kazuki Sunaga, Radu Marculescu
2025	A	`conf`	Susceptibility of Communities Against Low-Credibility Content in Social News Websites. ICWSM Yigit Ege Bayiz, Arash Amini, Radu Marculescu, Ufuk Topcu
2025	—	`conf`	The Effect of Network Topology on the Equilibria of Influence-Opinion Games. NETGCOOP Yigit Ege Bayiz, Arash Amini, Radu Marculescu, Ufuk Topcu
2025	J	`jnl`	The Effect of Network Topology on the Equilibria of Influence-Opinion Games. CoRR Yigit Ege Bayiz, Arash Amini, Radu Marculescu, Ufuk Topcu
2025	—	`conf`	VCMamba: Bridging Convolutions with Multi-Directional Mamba for Efficient Visual Representation. ICCVW Mustafa Munir, Alex Zhang, Radu Marculescu
2025	J	`jnl`	VCMamba: Bridging Convolutions with Multi-Directional Mamba for Efficient Visual Representation. CoRR Mustafa Munir, Alex Zhang, Radu Marculescu
2024	C	`conf`	A Tiny Supervised ODL Core with Auto Data Pruning for Human Activity Recognition. BSN Hiroki Matsutani, Radu Marculescu
2024	J	`jnl`	A Tiny Supervised ODL Core with Auto Data Pruning for Human Activity Recognition. CoRR Hiroki Matsutani, Radu Marculescu
2024	J	`jnl`	Ada-VE: Training-Free Consistent Video Editing Using Adaptive Motion Prior. CoRR Tanvir Mahmud, Mustafa Munir, Radu Marculescu, Diana Marculescu
2024	—	`conf`	Beyond Thresholds: A General Approach to Sensor Selection for Practical Deep Learning-based HAR. IoTDI Geffen Cooper, Radu Marculescu
2024	—	`conf`	CHESSFL: Clustering Hierarchical Embeddings for Semi-Supervised Federated Learning. IoTDI Allen-Jasmin Farcas, Myungjin Lee, Ali Payani, Hugo Latapie, Ramana Rao Kompella, Radu Marculescu
2024	—	`conf`	Cache and Reuse: Rethinking the Efficiency of On-device Transfer Learning. CVPR Workshops Yuedong Yang, Hung-Yueh Chiang, Guihong Li, Diana Marculescu, Radu Marculescu
2024	J	`jnl`	CrediRAG: Network-Augmented Credibility-Based Retrieval for Misinformation Detection in Reddit. CoRR Ashwin Ram, Yigit Ege Bayiz, Arash Amini, Mustafa Munir, Radu Marculescu
2024	—	`conf`	Demo Abstract: A Prototype for Machine Learning with Batteryless Sensors. IoTDI Geffen Cooper, Tianda Huang, Radu Marculescu
2024	—	`conf`	Demo Abstract: Online Training and Inference for On-Device Monocular Depth Estimation. IoTDI Allen-Jasmin Farcas, Geffen Cooper, Hyun Joon Song, Afnan Mir, Vincent Liew, Chloe Tang, Prithvi Senthilkumar, Tiani Chen-Troester, Radu Marculescu
2024	A*	`conf`	EMCAD: Efficient Multi-Scale Convolutional Attention Decoding for Medical Image Segmentation. CVPR Md Mostafijur Rahman, Mustafa Munir, Radu Marculescu
2024	J	`jnl`	EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation. CoRR Md Mostafijur Rahman, Mustafa Munir, Radu Marculescu
2024	—	`conf`	Fast-NTK: Parameter-Efficient Unlearning for Large-Scale Models. CVPR Workshops Guihong Li, Hsiang Hsu, Chun-Fu Richard Chen, Radu Marculescu
2024	A	`conf`	G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation. WACV Md Mostafijur Rahman, Radu Marculescu
2024	—	`conf`	Graph Learning for Bidirectional Disease Contact Tracing on Real Human Mobility Data. ASONAM (Workshops) Sofia Hurtado, Radu Marculescu
2024	A*	`conf`	GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs. CVPR Mustafa Munir, William Avery, Md Mostafijur Rahman, Radu Marculescu
2024	J	`jnl`	GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs. CoRR Mustafa Munir, William Avery, Md Mostafijur Rahman, Radu Marculescu
2024	J	`jnl`	How Media Competition Fuels the Spread of Misinformation. CoRR Arash Amini, Yigit Ege Bayiz, Eun-Ju Lee, Zeynep Somer-Topcu, Radu Marculescu, Ufuk Topcu
2024	A*	`conf`	Machine Unlearning for Image-to-Image Generative Models. ICLR Guihong Li, Hsiang Hsu, Chun-Fu Chen, Radu Marculescu
2024	J	`jnl`	Machine Unlearning for Image-to-Image Generative Models. CoRR Guihong Li, Hsiang Hsu, Chun-Fu Chen, Radu Marculescu
2024	—	`conf`	Multi-Scale High-Resolution Logarithmic Grapher Module for Efficient Vision GNNs. LoG Mustafa Munir, Alex Zhang, Radu Marculescu
2024	J	`jnl`	News Source Credibility Assessment: A Reddit Case Study. CoRR Arash Amini, Yigit Ege Bayiz, Ashwin Ram, Radu Marculescu, Ufuk Topcu
2024	J	`jnl`	Online-LoRA: Task-free Online Continual Learning via Low Rank Adaptation. CoRR Xiwen Wei, Guihong Li, Radu Marculescu
2024	J	`jnl`	PP-SAM: Perturbed Prompts for Robust Adaptation of Segment Anything Model for Polyp Segmentation. CoRR Md Mostafijur Rahman, Mustafa Munir, Debesh Jha, Ulas Bagci, Radu Marculescu
2024	—	`conf`	PP-SAM: Perturbed Prompts for Robust Adaption of Segment Anything Model for Polyp Segmentation. CVPR Workshops Md Mostafijur Rahman, Mustafa Munir, Debesh Jha, Ulas Bagci, Radu Marculescu
2024	C	`conf`	Packet Pruning: Finding Better Energy Spending Policies for Batteryless Human Activity Recognition. BSN Geffen Cooper, Radu Marculescu
2024	J	`jnl`	RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone. CoRR Mustafa Munir, Md Mostafijur Rahman, Radu Marculescu
2024	—	`conf`	Scaling Graph Convolutions for Mobile Vision. CVPR Workshops William Avery, Mustafa Munir, Radu Marculescu
2024	J	`jnl`	Scaling Graph Convolutions for Mobile Vision. CoRR William Avery, Mustafa Munir, Radu Marculescu
2024	J	`jnl`	Skip2-LoRA: A Lightweight On-device DNN Fine-tuning Method for Low-cost Edge Devices. CoRR Hiroki Matsutani, Masaaki Kondo, Kazuki Sunaga, Radu Marculescu
2024	J	`jnl`	Susceptibility of Communities against Low-Credibility Content in Social News Websites. CoRR Yigit Ege Bayiz, Arash Amini, Radu Marculescu, Ufuk Topcu
2024	J	`jnl`	Three Decades of Low Power: From Watts to Wisdom. IEEE Access Mustafa Munir, Saloni Modi, Geffen Cooper, Huntae Kim, Radu Marculescu
2024	J	`jnl`	Zero-Shot Neural Architecture Search: Challenges, Solutions, and Opportunities. IEEE Trans. Pattern Anal. Mach. Intell. Guihong Li, Duc Hoang, Kartikeya Bhardwaj, Ming Lin, Zhangyang Wang, Radu Marculescu
2023	—	`conf`	A Blockchain-Based Privacy-Preserving Model for Consent and Transparency in Human-Centered Internet of Things. IoTDI Jorge Eduardo Rivadeneira, María B. Jiménez, Radu Marculescu, André Rodrigues, Fernando Boavida, Jorge Sá Silva
2023	J	`jnl`	An IIoT-Based Approach to the Integrated Management of Machinery in the Construction Industry. IEEE Access Oscar Torres Sanchez, Duarte M. G. Raposo, André Rodrigues, Fernando Boavida, Radu Marculescu, Kongyang Chen, Jorge Sá Silva
2023	J	`jnl`	CANNON: Communication-Aware Sparse Neural Network Optimization. IEEE Trans. Emerg. Top. Comput. A. Alper Goksoy, Guihong Li, Sumit K. Mandal, Ümit Y. Ogras, Radu Marculescu
2023	—	`conf`	Demo Abstract: A Hardware Prototype Targeting Federated Learning with User Mobility and Device Heterogeneity. IoTDI Allen-Jasmin Farcas, Radu Marculescu
2023	J	`jnl`	Domain-Specific Architectures: Research Problems and Promising Approaches. ACM Trans. Embed. Comput. Syst. Anish Krishnakumar, Ümit Y. Ogras, Radu Marculescu, Michael Kishinevsky, Trevor N. Mudge
2023	—	`conf`	Dynamic Multimodal Fusion. CVPR Workshops Zihui Xue, Radu Marculescu
2023	A*	`conf`	Efficient Low-rank Backpropagation for Vision Transformer Adaptation. NeurIPS Yuedong Yang, Hung-Yueh Chiang, Guihong Li, Diana Marculescu, Radu Marculescu
2023	J	`jnl`	Efficient Low-rank Backpropagation for Vision Transformer Adaptation. CoRR Yuedong Yang, Hung-Yueh Chiang, Guihong Li, Diana Marculescu, Radu Marculescu
2023	A*	`conf`	Efficient On-Device Training via Gradient Filtering. CVPR Yuedong Yang, Guihong Li, Radu Marculescu
2023	J	`jnl`	Efficient On-device Training via Gradient Filtering. CoRR Yuedong Yang, Guihong Li, Radu Marculescu
2023	J	`jnl`	Fast-NTK: Parameter-Efficient Unlearning for Large-Scale Models. CoRR Guihong Li, Hsiang Hsu, Chun-Fu Chen, Radu Marculescu
2023	J	`jnl`	G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation. CoRR Md Mostafijur Rahman, Radu Marculescu
2023	J	`jnl`	Introduction to the Special Issue on Domain-Specific System-on-Chip Architectures and Run-Time Management Techniques. ACM Trans. Embed. Comput. Syst. Ümit Y. Ogras, Radu Marculescu, Trevor N. Mudge, Michael Kishinevsky
2023	—	`conf`	MOHAWK: Mobility and Heterogeneity-Aware Dynamic Community Selection for Hierarchical Federated Learning. IoTDI Allen-Jasmin Farcas, Myungjin Lee, Ramana Rao Kompella, Hugo Latapie, Gustavo de Veciana, Radu Marculescu
2023	A	`conf`	Medical Image Segmentation via Cascaded Attention Decoding. WACV Md Mostafijur Rahman, Radu Marculescu
2023	—	`conf`	MobileViG: Graph-Based Sparse Attention for Mobile Vision Applications. CVPR Workshops Mustafa Munir, William Avery, Radu Marculescu
2023	J	`jnl`	MobileViG: Graph-Based Sparse Attention for Mobile Vision Applications. CoRR Mustafa Munir, William Avery, Radu Marculescu
2023	—	`conf`	Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation. MIDL Md Mostafijur Rahman, Radu Marculescu
2023	J	`jnl`	Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation. CoRR Md Mostafijur Rahman, Radu Marculescu
2023	B	`conf`	Quarantine in Motion: A Graph Learning and Multi-Agent Reinforcement Learning Framework to Reduce Disease Transmission Without Lockdown. ASONAM Sofia Hurtado, Radu Marculescu
2023	A*	`conf`	Revisiting Pruning at Initialization Through the Lens of Ramanujan Graph. ICLR Duc N. M. Hoang, Shiwei Liu, Radu Marculescu, Zhangyang Wang
2023	J	`jnl`	SUGAR: Efficient Subgraph-Level Training via Resource-Aware Graph Partitioning. IEEE Trans. Computers Zihui Xue, Yuedong Yang, Radu Marculescu
2023	A*	`conf`	TIPS: Topologically Important Path Sampling for Anytime Neural Networks. ICML Guihong Li, Kartikeya Bhardwaj, Yuedong Yang, Radu Marculescu
2023	J	`jnl`	TIPS: Topologically Important Path Sampling for Anytime Neural Networks. CoRR Guihong Li, Kartikeya Bhardwaj, Yuedong Yang, Radu Marculescu
2023	J	`jnl`	Teaching Edge AI at the Undergraduate Level: A Hardware-Software Co-Design Approach. Computer Allen-Jasmin Farcas, Radu Marculescu
2023	J	`jnl`	Zero-Shot Neural Architecture Search: Challenges, Solutions, and Opportunities. CoRR Guihong Li, Duc Hoang, Kartikeya Bhardwaj, Ming Lin, Zhangyang Wang, Radu Marculescu
2023	J	`jnl`	ZiCo: Zero-shot NAS via Inverse Coefficient of Variation on Gradients. CoRR Guihong Li, Yuedong Yang, Kartikeya Bhardwaj, Radu Marculescu
2023	A*	`conf`	ZiCo: Zero-shot NAS via inverse Coefficient of Variation on Gradients. ICLR Guihong Li, Yuedong Yang, Kartikeya Bhardwaj, Radu Marculescu
2022	Misc	`conf`	AudioIMU: Enhancing Inertial Sensing-Based Activity Recognition with Acoustic Models. ISWC Dawei Liang, Guihong Li, Rebecca Adaimi, Radu Marculescu, Edison Thomaz
2022	J	`jnl`	DAS: Dynamic Adaptive Scheduling for Energy-Efficient Heterogeneous SoCs. IEEE Embed. Syst. Lett. A. Alper Goksoy, Anish Krishnakumar, Md Sahil Hassan, Allen-Jasmin Farcas, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
2022	J	`jnl`	Dynamic Multimodal Fusion. CoRR Zihui Xue, Radu Marculescu
2022	C	`conf`	Enabling Software-Defined RF Convergence with a Novel Coarse-Scale Heterogeneous Processor. ISCAS 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, Ümit Y. Ogras, Vishrut Pandey, Saquib Ahmad Siddiqui, Yu-Hsiu Sun, Adarsh A. Venkataramani, Xiangdong Wei, B. R. Willis, Hanguang Yu, Yufan Yue
2022	A	`conf`	INDENT: Incremental Online Decision Tree Training for Domain-Specific Systems-on-Chip. ICCAD Anish Krishnakumar, Radu Marculescu, Ümit Y. Ogras
2022	—	`conf`	Model elasticity for hardware heterogeneity in federated learning systems. FedEdge@MobiCom Allen-Jasmin Farcas, Xiaohan Chen, Zhangyang Wang, Radu Marculescu
2022	B	`conf`	Quarantine in Motion: A Graph Learning Framework to Reduce Disease Transmission Without Lockdown. ASONAM Sofia Hurtado, Radu Marculescu, Justin A. Drake
2022	J	`jnl`	SUGAR: Efficient Subgraph-level Training via Resource-aware Graph Partitioning. CoRR Zihui Xue, Yuedong Yang, Mengtian Yang, Radu Marculescu
2021	Misc	`conf`	Anytime Depth Estimation with Limited Sensing and Computation Capabilities on Mobile Devices. CoRL Yuedong Yang, Zihui Xue, Radu Marculescu
2021	J	`jnl`	DAS: Dynamic Adaptive Scheduling for Energy-Efficient Heterogeneous SoCs. CoRR A. Alper Goksoy, Anish Krishnakumar, Md Sahil Hassan, Allen-Jasmin Farcas, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
2021	J	`jnl`	EdgeAl: A Vision for Deep Learning in the IoT Era. IEEE Des. Test Kartikeya Bhardwaj, Naveen Suda, Radu Marculescu
2021	J	`jnl`	FLASH: Fast Neural Architecture Search with Hardware Optimization. CoRR Guihong Li, Sumit K. Mandal, Ümit Y. Ogras, Radu Marculescu
2021	J	`jnl`	FLASH: Fast Neural Architecture Search with Hardware Optimization. ACM Trans. Embed. Comput. Syst. Guihong Li, Sumit K. Mandal, Ümit Y. Ogras, Radu Marculescu
2021	A*	`conf`	How Does Topology Influence Gradient Propagation and Model Performance of Deep Networks With DenseNet-Type Skip Connections? CVPR Kartikeya Bhardwaj, Guihong Li, Radu Marculescu
2021	B	`conf`	Pruning digital contact networks for meso-scale epidemic surveillance using foursquare data. ASONAM Sofia Hurtado, Radu Marculescu, Justin A. Drake, Ravi Srinivasan
2020	—	`conf`	A Hardware Prototype Targeting Distributed Deep Learning for On-device Inference. CVPR Workshops Allen-Jasmin Farcas, Guihong Li, Kartikeya Bhardwaj, Radu Marculescu
2020	J	`jnl`	Centralized and decentralized isolation strategies and their impact on the COVID-19 pandemic dynamics. CoRR Alexandru Topirceanu, Mihai Udrescu, Radu Marculescu
2020	J	`jnl`	DS3: A System-Level Domain-Specific System-on-Chip Simulation Framework. CoRR Samet E. Arda, Anish Krishnakumar, A. Alper Goksoy, Nirmal Kumbhare, Joshua Mack, Anderson L. Sartor, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
2020	J	`jnl`	DS3: A System-Level Domain-Specific System-on-Chip Simulation Framework. IEEE Trans. Computers Samet E. Arda, Anish Krishnakumar, A. Alper Goksoy, Nirmal Kumbhare, Joshua Mack, Anderson L. Sartor, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
2020	A*	`conf`	Edge AI: Systems Design and ML for IoT Data Analytics. KDD Radu Marculescu, Diana Marculescu, Ümit Y. Ogras
2020	—	`conf`	FedMAX: Mitigating Activation Divergence for Accurate and Communication-Efficient Federated Learning. ECML/PKDD (2) Wei Chen, Kartikeya Bhardwaj, Radu Marculescu
2020	J	`jnl`	FedMAX: Mitigating Activation Divergence for Accurate and Communication-Efficient Federated Learning. CoRR Wei Chen, Kartikeya Bhardwaj, Radu Marculescu
2020	J	`jnl`	HiLITE: Hierarchical and Lightweight Imitation Learning for Power Management of Embedded SoCs. IEEE Comput. Archit. Lett. Anderson L. Sartor, Anish Krishnakumar, Samet E. Arda, Ümit Y. Ogras, Radu Marculescu
2020	A*	`conf`	INVITED: New Directions in Distributed Deep Learning: Bringing the Network at Forefront of IoT Design. DAC Kartikeya Bhardwaj, Wei Chen, Radu Marculescu
2020	—	`conf`	Model Personalization for Human Activity Recognition. PerCom Workshops Chingyi Lin, Radu Marculescu
2020	J	`jnl`	New Directions in Distributed Deep Learning: Bringing the Network at Forefront of IoT Design. CoRR Kartikeya Bhardwaj, Wei Chen, Radu Marculescu
2020	Misc	`conf`	On Network Science and Mutual Information for Explaining Deep Neural Networks. ICASSP Brian Davis, Umang Bhatt, Kartikeya Bhardwaj, Radu Marculescu, José M. F. Moura
2020	J	`jnl`	Runtime Task Scheduling Using Imitation Learning for Heterogeneous Many-Core Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Anish Krishnakumar, Samet E. Arda, A. Alper Goksoy, Sumit K. Mandal, Ümit Y. Ogras, Anderson L. Sartor, Radu Marculescu
2020	J	`jnl`	Runtime Task Scheduling using Imitation Learning for Heterogeneous Many-Core Systems. CoRR Anish Krishnakumar, Samet E. Arda, A. Alper Goksoy, Sumit K. Mandal, Ümit Y. Ogras, Anderson L. Sartor, Radu Marculescu
2019	Misc	`conf`	A simulation framework for domain-specific system-on-chips: work-in-progress. CODES+ISSS Samet E. Arda, Anish Krishnakumar, A. Alper Goksoy, Joshua Mack, Nirmal Kumbhare, Anderson L. Sartor, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
2019	—	`conf`	Bot Detection in Reddit Political Discussion. SocialSens@CPSIoTWeek Sofia Hurtado, Poushali Ray, Radu Marculescu
2019	J	`jnl`	Dream Distillation: A Data-Independent Model Compression Framework. CoRR Kartikeya Bhardwaj, Naveen Suda, Radu Marculescu
2019	J	`jnl`	EdgeAI: A Vision for Deep Learning in IoT Era. CoRR Kartikeya Bhardwaj, Naveen Suda, Radu Marculescu
2019	J	`jnl`	Learning-Based Application-Agnostic 3D NoC Design for Heterogeneous Manycore Systems. IEEE Trans. Computers Biresh Kumar Joardar, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu
2019	—	`conf`	Machine Learning-Based Processor Adaptability Targeting Energy, Performance, and Reliability. ISVLSI Anderson Luiz Sartor, Pedro Henrique Exenberger Becker, Stephan Wong, Radu Marculescu, Antonio Carlos Schneider Beck
2019	J	`jnl`	Memory- and Communication-Aware Model Compression for Distributed Deep Learning Inference on IoT. CoRR Kartikeya Bhardwaj, Chingyi Lin, Anderson L. Sartor, Radu Marculescu
2019	J	`jnl`	Memory- and Communication-Aware Model Compression for Distributed Deep Learning Inference on IoT. ACM Trans. Embed. Comput. Syst. Kartikeya Bhardwaj, Chingyi Lin, Anderson L. Sartor, Radu Marculescu
2019	J	`jnl`	MetaNN: accurate classification of host phenotypes from metagenomic data using neural networks. BMC Bioinform. Chieh Lo, Radu Marculescu
2019	J	`jnl`	NIF: A Framework for Quantifying Neural Information Flow in Deep Networks. CoRR Brian Davis, Umang Bhatt, Kartikeya Bhardwaj, Radu Marculescu, José M. F. Moura
2019	J	`jnl`	Towards Unifying Neural Architecture Space Exploration and Generalization. CoRR Kartikeya Bhardwaj, Radu Marculescu
2019	J	`jnl`	Work-in-Progress: A Simulation Framework for Domain-Specific System-on-Chips. CoRR Samet E. Arda, Anish Krishnakumar, A. Alper Goksoy, Joshua Mack, Nirmal Kumbhare, Anderson L. Sartor, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
2018	J	`jnl`	A Dynamic Network and Representation LearningApproach for Quantifying Economic Growth fromSatellite Imagery. CoRR Jiqian Dong, Gopaljee Atulya, Kartikeya Bhardwaj, Radu Marculescu
2018	J	`jnl`	Climate Anomalies vs Air Pollution: Carbon Emissions and Anomaly Networks. CoRR Anshul Goyal, Kartikeya Bhardwaj, Radu Marculescu
2018	—	`conf`	Dimensionality Reduction via Community Detection in Small Sample Datasets. PAKDD (3) Kartikeya Bhardwaj, Radu Marculescu
2018	A	`conf`	Hybrid on-chip communication architectures for heterogeneous manycore systems. ICCAD Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu
2018	J	`jnl`	Learning-based Application-Agnostic 3D NoC Design for Heterogeneous Manycore Systems. CoRR Biresh Kumar Joardar, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu
2018	J	`jnl`	Machine Learning and Manycore Systems Design: A Serendipitous Symbiosis. Computer Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu
2018	—	`conf`	MetaNN: Accurate Classification of Host Phenotypes From Metagenomic Data Using Neural Networks. BCB Chieh Lo, Radu Marculescu
2018	J	`jnl`	On-Chip Communication Network for Efficient Training of Deep Convolutional Networks on Heterogeneous Manycore Systems. IEEE Trans. Computers Wonje Choi, Karthi Duraisamy, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu
2017	—	`conf`	3D NoC-Enabled Heterogeneous Manycore Architectures for Accelerating CNN Training: Performance and Thermal Trade-offs. NOCS Biresh Kumar Joardar, Wonje Choi, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu
2017	B	`conf`	Discovering Hidden Knowledge in Carbon Emissions Data: A Multilayer Network Approach. DS Kartikeya Bhardwaj, HingOn Miu, Radu Marculescu
2017	—	`conf`	Enhancing precipitation models by capturing multivariate and multiscale climate dynamics. CySWATER@CPSWeek Ruizhou Ding, Dimitrios Stamoulis, Kartikeya Bhardwaj, Diana Marculescu, Radu Marculescu
2017	—	`conf`	From Ideas to Social Signals: Spatiotemporal Analysis of Social Media Dynamics. SocialSens@CPSWeek Filipe Condessa, Radu Marculescu
2017	—	`conf`	HiCOMB Keynote. IPDPS Workshops Radu Marculescu
2017	J	`jnl`	Imitation Learning for Dynamic VFI Control in Large-Scale Manycore Systems. IEEE Trans. Very Large Scale Integr. Syst. Ryan Gary Kim, Wonje Choi, Zhuo Chen, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu
2017	—	`conf`	Inferring Microbial Interactions from Metagenomic Time-series Using Prior Biological Knowledge. BCB Chieh Lo, Radu Marculescu
2017	—	`conf`	K-hop learning: a network-based feature extraction for improved river flow prediction. CySWATER@CPSWeek Kartikeya Bhardwaj, Radu Marculescu
2017	J	`jnl`	MPLasso: Inferring microbial association networks using prior microbial knowledge. PLoS Comput. Biol. Chieh Lo, Radu Marculescu
2017	J	`jnl`	Machine Learning and Manycore Systems Design: A Serendipitous Symbiosis. CoRR Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu
2017	—	`conf`	Molecular communication with DNA cellular storage system. NANOCOM Sohil Shah, Ashwin Raghavachari, Chieh Lo, Radu Marculescu
2017	J	`jnl`	Non-Stationary Bayesian Learning for Global Sustainability. IEEE Trans. Sustain. Comput. Kartikeya Bhardwaj, Radu Marculescu
2017	J	`jnl`	On-Chip Communication Network for Efficient Training of Deep Convolutional Networks on Heterogeneous Manycore Systems. CoRR Wonje Choi, Karthi Duraisamy, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu
2017	J	`jnl`	Towards cell-based therapeutics: A bio-inspired autonomous drug delivery system. Nano Commun. Networks Chieh Lo, Kartikeya Bhardwaj, Radu Marculescu
2016	J	`jnl`	A Support Vector Regression (SVR)-Based Latency Model for Network-on-Chip (NoC) Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Zhiliang Qian, Da-Cheng Juan, Paul Bogdan, Chi-Ying Tsui, Diana Marculescu, Radu Marculescu
2016	—	`conf`	An Autonomous and Adaptive Bacteria-based Drug Delivery System. NANOCOM Chieh Lo, Kartikeya Bhardwaj, Radu Marculescu
2016	—	`conf`	Autonomous and Adaptive Control of Populations of Bacteria Through Environment Regulation. CMSB Chieh Lo, Radu Marculescu
2016	Misc	`conf`	Hybrid network-on-chip architectures for accelerating deep learning kernels on heterogeneous manycore platforms. CASES Wonje Choi, Karthi Duraisamy, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Radu Marculescu, Diana Marculescu
2016	J	`jnl`	Performance Evaluation of NoC-Based Multicore Systems: From Traffic Analysis to NoC Latency Modeling. ACM Trans. Design Autom. Electr. Syst. Zhiliang Qian, Paul Bogdan, Chi-Ying Tsui, Radu Marculescu
2016	J	`jnl`	Tolerance-based interaction: a new model targeting opinion formation and diffusion in social networks. PeerJ Comput. Sci. Alexandru Topirceanu, Mihai Udrescu, Mircea Vladutiu, Radu Marculescu
2016	J	`jnl`	Wireless NoC and Dynamic VFI Codesign: Energy Efficiency Without Performance Penalty. IEEE Trans. Very Large Scale Integr. Syst. Ryan Gary Kim, Wonje Choi, Zhuo Chen, Partha Pratim Pande, Diana Marculescu, Radu Marculescu
2016	J	`jnl`	Wireless NoC for VFI-Enabled Multicore Chip Design: Performance Evaluation and Design Trade-Offs. IEEE Trans. Computers Ryan Gary Kim, Wonje Choi, Guangshuo Liu, Ehsan Mohandesi, Partha Pratim Pande, Diana Marculescu, Radu Marculescu
2016	C	`conf`	nOS: A nano-sized distributed operating system for many-core embedded systems. ICCD Simon J. Hollis, Edward Ma, Radu Marculescu
2015	A*	`conf`	Energy efficient MapReduce with VFI-enabled multicore platforms. DAC Karthi Duraisamy, Ryan Gary Kim, Wonje Choi, Guangshuo Liu, Partha Pratim Pande, Radu Marculescu, Diana Marculescu
2015	—	`conf`	Molecular tweeting: unveiling the social network behind heterogeneous bacteria populations. BCB Guopeng Wei, Connor Walsh, Irina Cazan, Radu Marculescu
2015	A	`conf`	Statistical Learning in Chip (SLIC). ICCAD Ronald D. Blanton, Xin Li, Ken Mai, Diana Marculescu, Radu Marculescu, Jeyanandh Paramesh, Jeff G. Schneider, Donald E. Thomas
2015	A	`conf`	The (Low) Power of Less Wiring: Enabling Energy Efficiency in Many-Core Platforms Through Wireless NoC. ICCAD Partha Pratim Pande, Ryan Gary Kim, Wonje Choi, Zhuo Chen, Diana Marculescu, Radu Marculescu
2015	J	`jnl`	Tolerance-based interaction: A new model targeting opinion formation and diffusion in social networks. PeerJ Prepr. Alexandru Topirceanu, Mihai Udrescu, Mircea Vladutiu, Radu Marculescu
2015	—	`conf`	Towards Autonomous Control of Molecular Communication in Populations of Bacteria. NANOCOM Chieh Lo, Guopeng Wei, Radu Marculescu
2014	Misc	`ed.`	2014 International Conference on Hardware/Software Codesign and System Synthesis, CODES+ISSS 2014, Uttar Pradesh, India, October 12-17, 2014 CODES+ISSS Radu Marculescu, Gabriela Nicolescu
2014	—	`conf`	A comprehensive and accurate latency model for Network-on-Chip performance analysis. ASP-DAC Zhiliang Qian, Da-Cheng Juan, Paul Bogdan, Chi-Ying Tsui, Diana Marculescu, Radu Marculescu
2014	—	`conf`	An efficient Network-on-Chip (NoC) based multicore platform for hierarchical parallel genetic algorithms. NOCS Yuankun Xue, Zhiliang Qian, Guopeng Wei, Paul Bogdan, Chi-Ying Tsui, Radu Marculescu
2014	—	`conf`	Don't Let History Repeat Itself: Optimal Multidrug Quorum Quenching of Pathogens Network. NANOCOM Guopeng Wei, Radu Marculescu
2014	Misc	`conf`	Energy-efficient VFI-partitioned multicore design using wireless NoC architectures. CASES Ryan Gary Kim, Guangshuo Liu, Paul Wettin, Radu Marculescu, Diana Marculescu, Partha Pratim Pande
2014	J	`jnl`	Exploiting Emergence in On-Chip Interconnects. IEEE Trans. Computers Simon J. Hollis, Chris Jackson, Paul Bogdan, Radu Marculescu
2014	—	`conf`	Introduction to the special session on "Interconnect enhances architecture: Evolution of wireless NoC from planar to 3D". NOCS Radu Marculescu, Partha Pratim Pande, Deuk Hyoun Heo, Hiroki Matsutani
2014	A	`conf`	Low-latency wireless 3D NoCs via randomized shortcut chips. DATE Hiroki Matsutani, Michihiro Koibuchi, Ikki Fujiwara, Takahiro Kagami, Yasuhiro Take, Tadahiro Kuroda, Paul Bogdan, Radu Marculescu, Hideharu Amano
2014	J	`jnl`	Miniature Devices in the Wild: Modeling Molecular Communication in Complex Extracellular Spaces. IEEE J. Sel. Areas Commun. Guopeng Wei, Radu Marculescu
2014	—	`conf`	SLIC: Statistical learning in chip. ISIC Ronald D. Blanton, Xin Li, Ken Mai, Diana Marculescu, Radu Marculescu, Jeyanandh Paramesh, Jeff G. Schneider, Donald E. Thomas
2013	—	`conf`	A case for wireless 3D NoCs for CMPs. ASP-DAC Hiroki Matsutani, Paul Bogdan, Radu Marculescu, Yasuhiro Take, Daisuke Sasaki, Hao Zhang, Michihiro Koibuchi, Tadahiro Kuroda, Hideharu Amano
2013	J	`jnl`	Bumpy Rides: Modeling the Dynamics of Chemotactic Interacting Bacteria. IEEE J. Sel. Areas Commun. Guopeng Wei, Paul Bogdan, Radu Marculescu
2013	A	`conf`	Closed-loop control for power and thermal management in multi-core processors: formal methods and industrial practice. DATE Ibrahim M. Elfadel, Radu Marculescu, David Atienza
2013	—	`conf`	Design of future integrated systems: A cyber-physical systems approach. PATMOS Radu Marculescu
2013	J	`jnl`	Dynamic power management for multidomain system-on-chip platforms: An optimal control approach. ACM Trans. Design Autom. Electr. Syst. Paul Bogdan, Radu Marculescu, Siddharth Jain
2013	J	`jnl`	Efficient Modeling and Simulation of Bacteria-Based Nanonetworks with BNSim. IEEE J. Sel. Areas Commun. Guopeng Wei, Paul Bogdan, Radu Marculescu
2013	B	`conf`	Identifying dynamics and collective behaviors in microblogging traces. ASONAM Huan-Kai Peng, Radu Marculescu
2013	Misc	`conf`	Message from the program co-chairs. CODES+ISSS Radu Marculescu, Preeti Ranjan Panda
2013	—	`book`	Modeling, Analysis and Optimization of Network-on-Chip Communication Architectures Ümit Y. Ogras, Radu Marculescu
2013	J	`jnl`	Pacemaker control of heart rate variability: A cyber physical system perspective. ACM Trans. Embed. Comput. Syst. Paul Bogdan, Siddharth Jain, Radu Marculescu
2013	A	`conf`	Performance evaluation of multicore systems: from traffic analysis to latency predictions (embedded tutorial). ICCAD Zhiliang Qian, Paul Bogdan, Chi-Ying Tsui, Radu Marculescu
2013	A	`conf`	SVR-NoC: a performance analysis tool for network-on-chips using learning-based support vector regression model. DATE Zhiliang Qian, Da-Cheng Juan, Paul Bogdan, Chi-Ying Tsui, Diana Marculescu, Radu Marculescu
2012	Misc	`conf`	A traffic-aware adaptive routing algorithm on a highly reconfigurable network-on-chip architecture. CODES+ISSS Zhiliang Qian, Paul Bogdan, Guopeng Wei, Chi-Ying Tsui, Radu Marculescu
2012	—	`conf`	An Optimal Control Approach to Power Management for Multi-Voltage and Frequency Islands Multiprocessor Platforms under Highly Variable Workloads. NOCS Paul Bogdan, Radu Marculescu, Siddharth Jain, Rafael Tornero Gavilá
2012	C	`conf`	Dynamic power management for multicores: Case study using the intel SCC. VLSI-SoC Radu David, Paul Bogdan, Radu Marculescu
2012	—	`conf`	Implantable Pacemakers Control and Optimization via Fractional Calculus Approaches: A Cyber-Physical Systems Perspective. ICCPS Paul Bogdan, Siddharth Jain, Kartikeya Goyal, Radu Marculescu
2012	—	`conf`	Modeling populations of micro-robots for biological applications. ICC Paul Bogdan, Guopeng Wei, Radu Marculescu
2012	J	`jnl`	Technology-driven limits on runtime power management algorithms for multiprocessor systems-on-chip. ACM J. Emerg. Technol. Comput. Syst. Siddharth Garg, Diana Marculescu, Radu Marculescu
2011	—	`conf`	A fractional calculus approach to modeling fractal dynamic games. CDC/ECC Paul Bogdan, Radu Marculescu
2011	—	`conf`	A software framework for trace analysis targeting multicore platforms design. NOCS Guopeng Wei, Paul Bogdan, Radu Marculescu
2011	J	`jnl`	Cyberphysical Systems: Workload Modeling and Design Optimization. IEEE Des. Test Comput. Radu Marculescu, Paul Bogdan
2011	—	`conf`	Dynamic power management of voltage-frequency island partitioned Networks-on-Chip using Intel's Single-chip Cloud Computer. NOCS Radu David, Paul Bogdan, Radu Marculescu, Ümit Y. Ogras
2011	A	`conf`	FARM: Fault-aware resource management in NoC-based multiprocessor platforms. DATE Chen-Ling Chou, Radu Marculescu
2011	J	`jnl`	Hitting Time Analysis for Fault-Tolerant Communication at Nanoscale in Future Multiprocessor Platforms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Paul Bogdan, Radu Marculescu
2011	—	`ed.`	NOCS 2011, Fifth ACM/IEEE International Symposium on Networks-on-Chip, Pittsburgh, Pennsylvania, USA, May 1-4, 2011 NOCS Radu Marculescu, Michael Kishinevsky, Ran Ginosar, Karam S. Chatha
2011	J	`jnl`	Network-on-chip architectures and design methodologies. Microprocess. Microsystems Maurizio Palesi, Shashi Kumar, Radu Marculescu
2011	J	`jnl`	Non-Stationary Traffic Analysis and Its Implications on Multicore Platform Design. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Paul Bogdan, Radu Marculescu
2011	J	`jnl`	Special Issue on Networks-on-Chips: Design Flows and Case Studies. Des. Autom. Embed. Syst. Kees Goossens, Radu Marculescu
2011	A	`conf`	Sustainability through massively integrated computing: Are we ready to break the energy efficiency wall for single-chip platforms? DATE Partha Pratim Pande, Fabien Clermidy, Diego Puschini, Imen Mansouri, Paul Bogdan, Radu Marculescu, Amlan Ganguly
2011	—	`conf`	System interconnect design exploration for embedded MPSoCs. SLIP Chen-Ling Chou, Radu Marculescu, Ümit Y. Ogras, Satrajit Chatterjee, Michael Kishinevsky, Dmitrii Loukianov
2011	—	`conf`	Towards a Science of Cyber-Physical Systems Design. ICCPS Paul Bogdan, Radu Marculescu
2010	J	`jnl`	An Analytical Approach for Network-on-Chip Performance Analysis. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Ümit Y. Ogras, Paul Bogdan, Radu Marculescu
2010	A	`conf`	Custom feedback control: enabling truly scalable on-chip power management for MPSoCs. ISLPED Siddharth Garg, Diana Marculescu, Radu Marculescu
2010	J	`jnl`	Designing Heterogeneous Embedded Network-on-Chip Platforms With Users in Mind. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Chen-Ling Chou, Radu Marculescu
2010	A*	`conf`	Find your flow: increasing flow experience by designing "human" embedded systems. DAC Chen-Ling Chou, Anca M. Miron, Radu Marculescu
2010	J	`jnl`	Guest Editorial: Special Section on the ACM/IEEE Symposium on Networks-on-Chip 2009. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Radu Marculescu, Axel Jantsch
2010	J	`jnl`	On-chip networks: Two sides of the same coin. IEEE Des. Test Comput. Radu Marculescu
2010	—	`conf`	Power management in multicore systems-on-chip. Green Computing Conference Radu Marculescu
2010	—	`conf`	QuaLe: A Quantum-Leap Inspired Model for Non-stationary Analysis of NoC Traffic in Chip Multi-processors. NOCS Paul Bogdan, Miray Kas, Radu Marculescu, Onur Mutlu
2010	J	`jnl`	Run-Time Task Allocation Considering User Behavior in Embedded Multiprocessor Networks-on-Chip. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Chen-Ling Chou, Radu Marculescu
2010	Misc	`conf`	Unconventional fabrics, architectures, and models for future multi-core systems. CODES+ISSS Radu Marculescu, Christof Teuscher, Partha Pratim Pande
2010	Misc	`conf`	Workload characterization and its impact on multicore platform design. CODES+ISSS Paul Bogdan, Radu Marculescu
2009	J	`jnl`	Design and Management of Voltage-Frequency Island Partitioned Networks-on-Chip. IEEE Trans. Very Large Scale Integr. Syst. Ümit Y. Ogras, Radu Marculescu, Diana Marculescu, Eun-Gu Jung
2009	J	`jnl`	Outstanding Research Problems in NoC Design: System, Microarchitecture, and Circuit Perspectives. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Radu Marculescu, Ümit Y. Ogras, Li-Shiuan Peh, Natalie D. Enright Jerger, Yatin Vasant Hoskote
2009	Misc	`conf`	Statistical physics approaches for network-on-chip traffic characterization. CODES+ISSS Paul Bogdan, Radu Marculescu
2009	A*	`conf`	Technology-driven limits on DVFS controllability of multiple voltage-frequency island designs: a system-level perspective. DAC Siddharth Garg, Diana Marculescu, Radu Marculescu, Ümit Y. Ogras
2009	J	`jnl`	The Chip Is the Network: Toward a Science of Network-on-Chip Design. Found. Trends Electron. Des. Autom. Radu Marculescu, Paul Bogdan
2009	—	`conf`	Toward a science for future NoC design. NoCArc@MICRO Radu Marculescu
2009	A	`conf`	User-centric design space exploration for heterogeneous Network-on-Chip platforms. DATE Chen-Ling Chou, Radu Marculescu
2008	J	`jnl`	Analysis and optimization of prediction-based flow control in networks-on-chip. ACM Trans. Design Autom. Electr. Syst. Ümit Y. Ogras, Radu Marculescu
2008	C	`conf`	Communication-Aware Face Detection Using Noc Architecture. ICVS Hung-Chih Lai, Radu Marculescu, Marios Savvides, Tsuhan Chen
2008	C	`conf`	Contention-aware application mapping for Network-on-Chip communication architectures. ICCD Chen-Ling Chou, Radu Marculescu
2008	J	`jnl`	Enabling multimedia using resource-constrained video processing techniques: A node-centric perspective. ACM Trans. Design Autom. Electr. Syst. Nicholas H. Zamora, Xiaoping Hu, Ümit Y. Ogras, Radu Marculescu
2008	J	`jnl`	Energy- and Performance-Aware Incremental Mapping for Networks on Chip With Multiple Voltage Levels. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Chen-Ling Chou, Ümit Y. Ogras, Radu Marculescu
2008	J	`jnl`	Guest Editors' Introduction: Tackling Key Problems in NoCs. IEEE Des. Test Comput. Yatin Vasant Hoskote, Radu Marculescu, Li-Shiuan Peh
2008	—	`conf`	Hitting Time Analysis for Stochastic Communication. NanoNet Paul Bogdan, Radu Marculescu
2008	—	`conf`	Predictive Energy-Efficient Multicast for Large-Scale Mobile Ad Hoc Networks. CCNC Jung-Chun Kao, Radu Marculescu
2008	J	`jnl`	The Search for Alternative Computational Paradigms. IEEE Des. Test Comput. Naresh R. Shanbhag, Subhasish Mitra, Gustavo de Veciana, Michael Orshansky, Radu Marculescu, Jaijeet S. Roychowdhury, Douglas L. Jones, Jan M. Rabaey
2008	A	`conf`	User-Aware Dynamic Task Allocation in Networks-on-Chip. DATE Chen-Ling Chou, Radu Marculescu
2008	A*	`conf`	Variation-adaptive feedback control for networks-on-chip with multiple clock domains. DAC Ümit Y. Ogras, Radu Marculescu, Diana Marculescu
2007	A	`conf`	Analytical router modeling for networks-on-chip performance analysis. DATE Ümit Y. Ogras, Radu Marculescu
2007	J	`jnl`	Challenges and Promising Results in NoC Prototyping Using FPGAs. IEEE Micro Ümit Y. Ogras, Radu Marculescu, Hyung Gyu Lee, Puru Choudhary, Diana Marculescu, Michael Kaufman, Peter Nelson
2007	—	`conf`	Coordinated Distributed Power Management with Video Sensor Networks: Analysis, Simulation, and Prototyping. ICDSC Nicholas H. Zamora, Radu Marculescu
2007	A	`conf`	Distributed power-management techniques for wireless network video systems. DATE Nicholas H. Zamora, Jung-Chun Kao, Radu Marculescu
2007	J	`jnl`	Energy- and Performance-Driven NoC Communication Architecture Synthesis Using a Decomposition Approach CoRR Ümit Y. Ogras, Radu Marculescu
2007	J	`jnl`	Energy-Aware Routing for E-Textile Applications CoRR Jung-Chun Kao, Radu Marculescu
2007	B	`conf`	Energy-efficient anonymous multicast in mobile ad-hoc networks. ICPADS Jung-Chun Kao, Radu Marculescu
2007	Misc	`conf`	Fresh air: the emerging landscape of design for networked embedded systems. CODES+ISSS Radu Marculescu, Borivoje Nikolic, Alberto L. Sangiovanni-Vincentelli
2007	Misc	`conf`	Incremental run-time application mapping for homogeneous NoCs with multiple voltage levels. CODES+ISSS Chen-Ling Chou, Radu Marculescu
2007	J	`jnl`	Minimizing Eavesdropping Risk by Transmission Power Control in Multihop Wireless Networks. IEEE Trans. Computers Jung-Chun Kao, Radu Marculescu
2007	J	`jnl`	On-chip communication architecture exploration: A quantitative evaluation of point-to-point, bus, and network-on-chip approaches. ACM Trans. Design Autom. Electr. Syst. Hyung Gyu Lee, Naehyuck Chang, Ümit Y. Ogras, Radu Marculescu
2007	A*	`conf`	Quantum-Like Effects in Network-on-Chip Buffers Behavior. DAC Paul Bogdan, Radu Marculescu
2007	B	`conf`	Real-Time Anonymous Routing for Mobile Ad Hoc Networks. WCNC Jung-Chun Kao, Radu Marculescu
2007	J	`jnl`	Stochastic Communication: A New Paradigm for Fault-Tolerant Networks-on-Chip. VLSI Design Paul Bogdan, Tudor Dumitras, Radu Marculescu
2007	J	`jnl`	System-level performance/power analysis for platform-based design of multimedia applications. ACM Trans. Design Autom. Electr. Syst. Nicholas H. Zamora, Xiaoping Hu, Radu Marculescu
2007	—	`conf`	Towards Open Network-on-Chip Benchmarks. NOCS Cristian Grecu, André Ivanov, Partha Pratim Pande, Axel Jantsch, Erno Salminen, Ümit Y. Ogras, Radu Marculescu
2007	—	`conf`	Virtual Channels Planning for Networks-on-Chip. ISQED Ting-Chun Huang, Ümit Y. Ogras, Radu Marculescu
2007	A*	`conf`	Voltage-Frequency Island Partitioning for GALS-based Networks-on-Chip. DAC Ümit Y. Ogras, Radu Marculescu, Puru Choudhary, Diana Marculescu
2006	J	`jnl`	"It's a small world after all": NoC performance optimization via long-range link insertion. IEEE Trans. Very Large Scale Integr. Syst. Ümit Y. Ogras, Radu Marculescu
2006	—	`conf`	A Theoretical Framework for On-chip Stochastic Communication Analysis. Nano-Net Paul Bogdan, Radu Marculescu
2006	A	`conf`	Communication architecture optimization: making the shortest path shorter in regular networks-on-chip. DATE Ümit Y. Ogras, Radu Marculescu, Hyung Gyu Lee, Naehyuck Chang
2006	J	`jnl`	Computation and communication refinement for multiprocessor SoC design: A system-level perspective. ACM Trans. Design Autom. Electr. Syst. Radu Marculescu, Ümit Y. Ogras, Nicholas H. Zamora
2006	A*	`conf`	Design space exploration and prototyping for on-chip multimedia applications. DAC Hyung Gyu Lee, Ümit Y. Ogras, Radu Marculescu, Naehyuck Chang
2006	B	`conf`	Eavesdropping Minimization via Transmission Power Control in Ad-Hoc Wireless Networks. SECON Jung-Chun Kao, Radu Marculescu
2006	B	`conf`	Generalized Rate Analysis for Media-Processing Platforms. RTCSA Yanhong Liu, Samarjit Chakraborty, Radu Marculescu
2006	A	`conf`	Is "Network" the next "Big Idea" in design? DATE Radu Marculescu, Jan M. Rabaey, Alberto L. Sangiovanni-Vincentelli
2006	J	`jnl`	On Optimization of E-Textile Systems Using Redundancy and Energy-Aware Routing. IEEE Trans. Computers Jung-Chun Kao, Radu Marculescu
2006	A*	`conf`	Prediction-based flow control for network-on-chip traffic. DAC Ümit Y. Ogras, Radu Marculescu
2006	J	`jnl`	System-Level Buffer Allocation for Application-Specific Networks-on-Chip Router Design. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Jingcao Hu, Ümit Y. Ogras, Radu Marculescu
2005	A	`conf`	Application-specific network-on-chip architecture customization via long-range link insertion. ICCAD Ümit Y. Ogras, Radu Marculescu
2005	—	`conf`	Communication-Centric SoC Design for Nanoscale Domain. ASAP Ümit Y. Ogras, Jingcao Hu, Radu Marculescu
2005	A	`conf`	Energy- and Performance-Driven NoC Communication Architecture Synthesis Using a Decomposition Approach. DATE Ümit Y. Ogras, Radu Marculescu
2005	J	`jnl`	Energy- and performance-aware mapping for regular NoC architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Jingcao Hu, Radu Marculescu
2005	A	`conf`	Energy-Aware Routing for E-Textile Applications. DATE Jung-Chun Kao, Radu Marculescu
2005	J	`jnl`	Hierarchical Adaptive Dynamic Power Management. IEEE Trans. Computers Zhiyuan Ren, Bruce H. Krogh, Radu Marculescu
2005	Misc	`conf`	Key research problems in NoC design: a holistic perspective. CODES+ISSS Ümit Y. Ogras, Jingcao Hu, Radu Marculescu
2004	A*	`conf`	Adaptive data partitioning for ambient multimedia. DAC Xiaoping Hu, Radu Marculescu
2004	A	`conf`	Application-specific buffer space allocation for networks-on-chip router design. ICCAD Jingcao Hu, Radu Marculescu
2004	A	`conf`	Architecting voltage islands in core-based system-on-a-chip designs. ISLPED Jingcao Hu, Youngsoo Shin, Nagu R. Dhanwada, Radu Marculescu
2004	A	`conf`	Data partitioning techniques for pervasive multimedia platforms. ICME Xiaoping Hu, Ümit Y. Ogras, Nicholas H. Zamora, Radu Marculescu
2004	A	`conf`	Distributed Multimedia System Design: A Holistic Perspective. DATE Radu Marculescu, Massoud Pedram, Jörg Henkel
2004	A*	`conf`	DyAD: smart routing for networks-on-chip. DAC Jingcao Hu, Radu Marculescu
2004	—	`conf`	Enabling on-chip diversity through architectural communication design. ASP-DAC Tudor Dumitras, Sam Kerner, Radu Marculescu
2004	A	`conf`	Energy-Aware Communication and Task Scheduling for Network-on-Chip Architectures under Real-Time Constraints. DATE Jingcao Hu, Radu Marculescu
2004	J	`jnl`	Guest Editors' Introduction: Designing Real-Time Embedded Multimedia Systems. IEEE Des. Test Comput. Radu Marculescu, Petru Eles
2004	A	`conf`	Hierarchical Adaptive Dynamic Power Management. DATE Zhiyuan Ren, Bruce H. Krogh, Radu Marculescu
2004	J	`jnl`	On-chip traffic modeling and synthesis for MPEG-2 video applications. IEEE Trans. Very Large Scale Integr. Syst. Girish Varatkar, Radu Marculescu
2004	—	`ed.`	Proceedings of the 2nd Workshop on Embedded Systems for Real-Time Multimedia, ESTIMedia 2004, Stockholm, Sweden, September 6-7, 2004 ESTIMedia Miguel Miranda, Radu Marculescu
2004	A	`conf`	Resource-aware video processing techniques for ambient multimedia systems. ICME Nicholas H. Zamora, Xiaoping Hu, Ümit Y. Ogras, Radu Marculescu
2004	C	`conf`	Toward an Integrated Design Methodology for Fault-Tolerant, Multiple Clock/Voltage Integrated Systems. ICCD Radu Marculescu, Diana Marculescu, Larry T. Pileggi
2003	A	`conf`	Ambient Intelligence Visions and Achievements: Linking Abstract Ideas to Real-World Concepts. DATE Menno Lindwer, Diana Marculescu, Twan Basten, Rainer Zimmermann, Radu Marculescu, Stefan Jung, Eugenio Cantatore
2003	A	`conf`	Communication-Aware Task Scheduling and Voltage Selection for Total Systems Energy Minimization. ICCAD Girish Varatkar, Radu Marculescu
2003	C	`conf`	Designing Application Specific Networks-On-Chip: Five easy pieces. VLSI-SOC Radu Marculescu
2003	J	`jnl`	Electronic textiles: A platform for pervasive computing. Proc. IEEE 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, Janusz Grzyb, Gerhard Tröster, Mark Jones, Tom L. Martin, Zahi Nakad
2003	J	`jnl`	Electronic textiles: a platform for pervasive computing. Proc. IEEE 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, Mark Jones, Tom L. Martin, Zahi Nakad
2003	—	`conf`	Energy-aware mapping for tile-based NoC architectures under performance constraints. ASP-DAC Jingcao Hu, Radu Marculescu
2003	A	`conf`	Exploiting the Routing Flexibility for Energy/Performance Aware Mapping of Regular NoC Architectures. DATE Jingcao Hu, Radu Marculescu
2003	A	`conf`	Fault-Tolerant Techniques for Ambient Intelligent Distributed Systems. ICCAD Diana Marculescu, Nicholas H. Zamora, Phillip Stanley-Marbell, Radu Marculescu
2003	—	`ed.`	First Workshop on Embedded Systems for Real-Time Multimedia, ESTIMedia 2003, October 3-4, 2003, Newport Beach, California, USA, co-located with CODES-ISSS 2003, Proceedings ESTIMedia Gerhard Fohler, Radu Marculescu
2003	J	`jnl`	Modeling, Analysis, and Self-Management of Electronic Textiles. IEEE Trans. Computers Phillip Stanley-Marbell, Diana Marculescu, Radu Marculescu, Pradeep K. Khosla
2003	—	`conf`	Networks-On-Chip: The Quest for On-Chip Fault-Tolerant Communication. ISVLSI Radu Marculescu
2003	—	`ch.`	On-Chip Stochastic Communication. Embedded Software for SoC Tudor Dumitras, Radu Marculescu
2003	A	`conf`	On-Chip Stochastic Communication. DATE Tudor Dumitras, Radu Marculescu
2003	—	`conf`	Towards on-chip fault-tolerant communication. ASP-DAC Tudor Dumitras, Sam Kerner, Radu Marculescu
2002	A*	`conf`	Challenges and opportunities in electronic textiles modeling and optimization. DAC Diana Marculescu, Radu Marculescu, Pradeep K. Khosla
2002	—	`conf`	Does Q=MC2? (On the Relationship between Quality in Electronic Design and the Model of Colloidal Computing, invited). ISQED Radu Marculescu, Diana Marculescu
2002	J	`jnl`	Guest Editorial: Power Modeling, Estimation and Optimization in VLSI Systems. J. Circuits Syst. Comput. Radu Marculescu
2002	—	`conf`	On-chip communication analysis for multimedia applications. ICME (2) Girish Varatkar, Radu Marculescu
2002	—	`conf`	System-Level Point-to-Point Communication Synthesis using Floorplanning Information. ASP-DAC/VLSI Design Jingcao Hu, Yangdong Deng, Radu Marculescu
2002	A*	`conf`	Traffic analysis for on-chip networks design of multimedia applications. DAC Girish Varatkar, Radu Marculescu
2001	A	`conf`	Probabilistic application modeling for system-level perfromance analysis. DATE Radu Marculescu, Amit Nandi
2001	A*	`conf`	System-Level Power/Performance Analysis for Embedded Systems Design. DAC Amit Nandi, Radu Marculescu
2001	A	`conf`	System-Level Power/Performance Analysis of Portable Multimedia Systems Communicating over Wireless Channels. ICCAD Radu Marculescu, Amit Nandi, Luciano Lavagno, Alberto L. Sangiovanni-Vincentelli
2000	C	`conf`	Improving simulation efficiency for circuit-level power estimation [CMOS]. ISCAS Radu Marculescu, Cristinel Ababei
2000	—	`conf`	Probabilistic aspects of crosstalk problems in CMOS ICs. CICC Cristinel Ababei, Radu Marculescu, Venkat Sundarajan
2000	J	`jnl`	Stochastic sequential machine synthesis with application to constrained sequence generation. ACM Trans. Design Autom. Electr. Syst. Diana Marculescu, Radu Marculescu, Massoud Pedram
2000	J	`jnl`	Theoretical bounds for switching activity analysis in finite-state machines. IEEE Trans. Very Large Scale Integr. Syst. Diana Marculescu, Radu Marculescu, Massoud Pedram
1999	A	`conf`	Non-stationary effects in trace-driven power analysis. ISLPED Radu Marculescu, Diana Marculescu, Massoud Pedram
1999	J	`jnl`	Sequence compaction for power estimation: theory and practice. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Radu Marculescu, Diana Marculescu, Massoud Pedram
1998	J	`jnl`	Probabilistic modeling of dependencies during switching activity analysis. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Radu Marculescu, Diana Marculescu, Massoud Pedram
1998	A	`conf`	Theoretical bounds for switching activity analysis in finite-state machines. ISLPED Diana Marculescu, Radu Marculescu, Massoud Pedram
1998	A	`conf`	Trace-Driven Steady-State Probability Estimation in FSMs with Application to Power Estimation. DATE Diana Marculescu, Radu Marculescu, Massoud Pedram
1997	—	`conf`	Adaptive models for input data compaction for power simulators. ASP-DAC Radu Marculescu, Diana Marculescu, Massoud Pedram
1997	A	`conf`	Composite sequence compaction for finite-state machines using block entropy and high-order Markov models. ISLPED Radu Marculescu, Diana Marculescu, Massoud Pedram
1997	A*	`conf`	Hierarchical Sequence Compaction for Power Estimation. DAC Radu Marculescu, Diana Marculescu, Massoud Pedram
1997	A*	`conf`	Sequence Compaction for Probabilistic Analysis of Finite-State Machines. DAC Diana Marculescu, Radu Marculescu, Massoud Pedram
1996	A*	`conf`	Improving the Efficiency of Power Simulators by Input Vector Compaction. DAC Chi-Ying Tsui, Radu Marculescu, Diana Marculescu, Massoud Pedram
1996	J	`jnl`	Information theoretic measures for power analysis [logic design]. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Diana Marculescu, Radu Marculescu, Massoud Pedram
1996	A*	`conf`	Stochastic Sequential Machine Synthesis Targeting Constrained Sequence Generation. DAC Diana Marculescu, Radu Marculescu, Massoud Pedram
1995	A*	`conf`	Efficient Power Estimation for Highly Correlated Input Streams. DAC Radu Marculescu, Diana Marculescu, Massoud Pedram
1995	—	`conf`	Information theoretic measures of energy consumption at register transfer level. ISLPD Diana Marculescu, Radu Marculescu, Massoud Pedram
1994	A	`conf`	Switching activity analysis considering spatiotemporal correlations. ICCAD Radu Marculescu, Diana Marculescu, Massoud Pedram
1993	Misc	`conf`	Worst-case analysis for pseudorandom testing. VTS Radu Marculescu