Diana Marculescu

298 papers A* 36A 66B 1C 5Misc 10Journal 133Unranked 42

Year	Rank	Type	Title / Venue / Authors
2026	A	`conf`	Striking the Balance: GEMM Performance Optimization Across Generations of Ryzen™ AI NPUs. FPGA Endri Taka, Andre Roesti, Joseph Melber, Pranathi Vasireddy, Kristof Denolf, Diana Marculescu
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`	Automated Multi-Agent Workflows for RTL Design. CoRR Amulya Bhattaram, Janani Ramamoorthy, Ranit Gupta, Diana Marculescu, Dimitrios Stamoulis
2025	J	`jnl`	Can Asymmetric Tile Buffering Be Beneficial? CoRR Chengyue Wang, Wesley Pang, Xinrui Wu, Gregory Jun, Luis Romero, Endri Taka, Diana Marculescu, Tony Nowatzki, Pranathi Vasireddy, Joseph Melber, Deming Chen, Jason Cong
2025	J	`jnl`	ELANA: A Simple Energy and Latency Analyzer for LLMs. CoRR Hung-Yueh Chiang, Bokun Wang, Diana Marculescu
2025	J	`jnl`	Energy-Efficient Domain-Specific Artificial Intelligence Models and Agents: Pathways and Paradigms. CoRR Abhijit Chatterjee, Niraj K. Jha, Jonathan D. Cohen, Thomas L. Griffiths, Hongjing Lu, Diana Marculescu, Ashiqur Rasul, Keshab K. Parhi
2025	J	`jnl`	Geo-OLM: Enabling Sustainable Earth Observation Studies with Cost-Efficient Open Language Models & State-Driven Workflows. CoRR Dimitrios Stamoulis, Diana Marculescu
2025	—	`conf`	GeoFlow: Agentic Workflow Automation for Geospatial Tasks. SIGSPATIAL/GIS Amulya Bhattaram, Justin Chung, Stanley Chung, Ranit Gupta, Janani Ramamoorthy, Kartikeya Gullapalli, Diana Marculescu, Dimitrios Stamoulis
2025	J	`jnl`	GeoFlow: Agentic Workflow Automation for Geospatial Tasks. CoRR Amulya Bhattaram, Justin Chung, Stanley Chung, Ranit Gupta, Janani Ramamoorthy, Kartikeya Gullapalli, Diana Marculescu, Dimitrios Stamoulis
2025	A*	`conf`	Looking Backward: Streaming Video-to-Video Translation with Feature Banks. ICLR Feng Liang, Akio Kodaira, Chenfeng Xu, Masayoshi Tomizuka, Kurt Keutzer, Diana Marculescu
2025	A*	`conf`	Movie Weaver: Tuning-Free Multi-Concept Video Personalization with Anchored Prompts. CVPR 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, Diana Marculescu
2025	J	`jnl`	Movie Weaver: Tuning-Free Multi-Concept Video Personalization with Anchored Prompts. CoRR 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, Diana Marculescu
2025	J	`jnl`	Q-Sched: Pushing the Boundaries of Few-Step Diffusion Models with Quantization-Aware Scheduling. CoRR Natalia Frumkin, Diana Marculescu
2025	A*	`conf`	Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models. ICML Hung-Yueh Chiang, Chi-Chih Chang, Natalia Frumkin, Kai-Chiang Wu, Mohamed S. Abdelfattah, Diana Marculescu
2025	J	`jnl`	Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models. CoRR Hung-Yueh Chiang, Chi-Chih Chang, Natalia Frumkin, Kai-Chiang Wu, Mohamed S. Abdelfattah, Diana Marculescu
2025	A*	`conf`	Quamba: A Post-Training Quantization Recipe for Selective State Space Models. ICLR Hung-Yueh Chiang, Chi-Chih Chang, Natalia Frumkin, Kai-Chiang Wu, Diana Marculescu
2025	J	`jnl`	QuarterMap: Efficient Post-Training Token Pruning for Visual State Space Models. CoRR Tien-Yu Chi, Hung-Yueh Chiang, Diana Marculescu, Kai-Chiang Wu
2025	—	`conf`	Similarity Trajectories: Linking Sampling Process to Artifacts in Diffusion-Generated Images. WACV (Workshops) Dennis Menn, Feng Liang, Hung-Yueh Chiang, Diana Marculescu
2025	J	`jnl`	Striking the Balance: GEMM Performance Optimization Across Generations of Ryzen AI NPUs. CoRR Endri Taka, Andre Roesti, Joseph Melber, Pranathi Vasireddy, Kristof Denolf, Diana Marculescu
2025	J	`jnl`	Synthesizing Artifact Dataset for Pixel-level Detection. CoRR Dennis Menn, Feng Liang, Diana Marculescu
2025	A	`conf`	Systolic Sparse Tensor Slices: FPGA Building Blocks for Sparse and Dense AI Acceleration. FPGA Endri Taka, Ning-Chi Huang, Chi-Chih Chang, Kai-Chiang Wu, Aman Arora, Diana Marculescu
2025	J	`jnl`	Systolic Sparse Tensor Slices: FPGA Building Blocks for Sparse and Dense AI Acceleration. CoRR Endri Taka, Ning-Chi Huang, Chi-Chih Chang, Kai-Chiang Wu, Aman Arora, Diana Marculescu
2025	J	`jnl`	UniQL: Unified Quantization and Low-rank Compression for Adaptive Edge LLMs. CoRR Hung-Yueh Chiang, Chi-Chih Chang, Yu-Chen Lu, Chien-Yu Lin, Kai-Chiang Wu, Mohamed S. Abdelfattah, Diana 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`	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`	DQRM: Deep Quantized Recommendation Models. CoRR Yang Zhou, Zhen Dong, Ellick Chan, Dhiraj Kalamkar, Diana Marculescu, Kurt Keutzer
2024	—	`conf`	ELSA: Exploiting Layer-wise N: M Sparsity for Vision Transformer Acceleration. CVPR Workshops Ning-Chi Huang, Chi-Chih Chang, Wei-Cheng Lin, Endri Taka, Diana Marculescu, Kai-Chiang Wu
2024	J	`jnl`	ELSA: Exploiting Layer-wise N:M Sparsity for Vision Transformer Acceleration. CoRR Ning-Chi Huang, Chi-Chih Chang, Wei-Cheng Lin, Endri Taka, Diana Marculescu, Kai-Chiang Wu
2024	Misc	`conf`	Efficient Approaches for GEMM Acceleration on Leading AI-Optimized FPGAs. FCCM Endri Taka, Dimitrios Gourounas, Andreas Gerstlauer, Diana Marculescu, Aman Arora
2024	J	`jnl`	Efficient Approaches for GEMM Acceleration on Leading AI-Optimized FPGAs. CoRR Endri Taka, Dimitrios Gourounas, Andreas Gerstlauer, Diana Marculescu, Aman Arora
2024	—	`ch.`	Efficient Deep Learning Using Non-volatile Memory Technology in GPU Architectures. Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing: Hardware Architectures Ahmet Inci, Mehmet Meric Isgenc, Diana Marculescu
2024	A	`conf`	FLORA: Fine-grained Low-Rank Architecture Search for Vision Transformer. WACV Chi-Chih Chang, Yuan-Yao Sung, Shixing Yu, Ning-Chi Huang, Diana Marculescu, Kai-Chiang Wu
2024	A*	`conf`	FlowVid: Taming Imperfect Optical Flows for Consistent Video-to-Video Synthesis. CVPR Feng Liang, Bichen Wu, Jialiang Wang, Licheng Yu, Kunpeng Li, Yinan Zhao, Ishan Misra, Jia-Bin Huang, Peizhao Zhang, Peter Vajda, Diana Marculescu
2024	J	`jnl`	Looking Backward: Streaming Video-to-Video Translation with Feature Banks. CoRR Feng Liang, Akio Kodaira, Chenfeng Xu, Masayoshi Tomizuka, Kurt Keutzer, Diana Marculescu
2024	—	`conf`	MA-AVT: Modality Alignment for Parameter-Efficient Audio-Visual Transformers. CVPR Workshops Tanvir Mahmud, Shentong Mo, Yapeng Tian, Diana Marculescu
2024	J	`jnl`	MA-AVT: Modality Alignment for Parameter-Efficient Audio-Visual Transformers. CoRR Tanvir Mahmud, Shentong Mo, Yapeng Tian, Diana Marculescu
2024	A*	`conf`	OpenSep: Leveraging Large Language Models with Textual Inversion for Open World Audio Separation. EMNLP Tanvir Mahmud, Diana Marculescu
2024	J	`jnl`	OpenSep: Leveraging Large Language Models with Textual Inversion for Open World Audio Separation. CoRR Tanvir Mahmud, Diana Marculescu
2024	—	`conf`	PaPr: Training-Free One-Step Patch Pruning with Lightweight ConvNets for Faster Inference. ECCV (23) Tanvir Mahmud, Burhaneddin Yaman, Chun-Hao Liu, Diana Marculescu
2024	J	`jnl`	PaPr: Training-Free One-Step Patch Pruning with Lightweight ConvNets for Faster Inference. CoRR Tanvir Mahmud, Burhaneddin Yaman, Chun-Hao Liu, Diana Marculescu
2024	J	`jnl`	Quamba: A Post-Training Quantization Recipe for Selective State Space Models. CoRR Hung-Yueh Chiang, Chi-Chih Chang, Natalia Frumkin, Kai-Chiang Wu, Diana Marculescu
2024	J	`jnl`	SCAN-Edge: Finding MobileNet-speed Hybrid Networks for Diverse Edge Devices via Hardware-Aware Evolutionary Search. CoRR Hung-Yueh Chiang, Diana Marculescu
2024	A	`conf`	SSVOD: Semi-Supervised Video Object Detection with Sparse Annotations. WACV Tanvir Mahmud, Chun-Hao Liu, Burhaneddin Yaman, Diana Marculescu
2024	J	`jnl`	Similarity Trajectories: Linking Sampling Process to Artifacts in Diffusion-Generated Images. CoRR Dennis Menn, Feng Liang, Hung-Yueh Chiang, Diana Marculescu
2024	A*	`conf`	T-VSL: Text-Guided Visual Sound Source Localization in Mixtures. CVPR Tanvir Mahmud, Yapeng Tian, Diana Marculescu
2024	J	`jnl`	T-VSL: Text-Guided Visual Sound Source Localization in Mixtures. CoRR Tanvir Mahmud, Yapeng Tian, Diana Marculescu
2024	A*	`conf`	Weakly-supervised Audio Separation via Bi-modal Semantic Similarity. ICLR Tanvir Mahmud, Saeed Amizadeh, Kazuhito Koishida, Diana Marculescu
2024	J	`jnl`	Weakly-supervised Audio Separation via Bi-modal Semantic Similarity. CoRR Tanvir Mahmud, Saeed Amizadeh, Kazuhito Koishida, Diana Marculescu
2023	A	`conf`	AVE-CLIP: AudioCLIP-based Multi-window Temporal Transformer for Audio Visual Event Localization. WACV Tanvir Mahmud, Diana Marculescu
2023	Misc	`conf`	CLIP4VideoCap: Rethinking Clip for Video Captioning with Multiscale Temporal Fusion and Commonsense Knowledge. ICASSP Tanvir Mahmud, Feng Liang, Yaling Qing, Diana 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	J	`jnl`	FLORA: Fine-grained Low-Rank Architecture Search for Vision Transformer. CoRR Chi-Chih Chang, Yuan-Yao Sung, Shixing Yu, Ning-Chi Huang, Diana Marculescu, Kai-Chiang Wu
2023	J	`jnl`	FlowVid: Taming Imperfect Optical Flows for Consistent Video-to-Video Synthesis. CoRR Feng Liang, Bichen Wu, Jialiang Wang, Licheng Yu, Kunpeng Li, Yinan Zhao, Ishan Misra, Jia-Bin Huang, Peizhao Zhang, Peter Vajda, Diana Marculescu
2023	A*	`conf`	Jumping through Local Minima: Quantization in the Loss Landscape of Vision Transformers. ICCV Natalia Frumkin, Dibakar Gope, Diana Marculescu
2023	J	`jnl`	Jumping through Local Minima: Quantization in the Loss Landscape of Vision Transformers. CoRR Natalia Frumkin, Dibakar Gope, Diana Marculescu
2023	—	`conf`	MaxEVA: Maximizing the Efficiency of Matrix Multiplication on Versal AI Engine. ICFPT Endri Taka, Aman Arora, Kai-Chiang Wu, Diana Marculescu
2023	J	`jnl`	MaxEVA: Maximizing the Efficiency of Matrix Multiplication on Versal AI Engine. CoRR Endri Taka, Aman Arora, Kai-Chiang Wu, Diana Marculescu
2023	A*	`conf`	MobileTL: On-Device Transfer Learning with Inverted Residual Blocks. AAAI Hung-Yueh Chiang, Natalia Frumkin, Feng Liang, Diana Marculescu
2023	A*	`conf`	Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP. CVPR Feng Liang, Bichen Wu, Xiaoliang Dai, Kunpeng Li, Yinan Zhao, Hang Zhang, Peizhao Zhang, Peter Vajda, Diana Marculescu
2023	J	`jnl`	QUIDAM: A Framework for Quantization-aware DNN Accelerator and Model Co-Exploration. ACM Trans. Embed. Comput. Syst. Ahmet Inci, Siri Garudanagiri Virupaksha, Aman Jain, Ting-Wu Chin, Venkata Vivek Thallam, Ruizhou Ding, Diana Marculescu
2023	J	`jnl`	SSVOD: Semi-Supervised Video Object Detection with Sparse Annotations. CoRR Tanvir Mahmud, Chun-Hao Liu, Burhaneddin Yaman, Diana Marculescu
2022	—	`conf`	ANT: Adapt Network Across Time for Efficient Video Processing. CVPR Workshops Feng Liang, Ting-Wu Chin, Yang Zhou, Diana Marculescu
2022	J	`jnl`	AVE-CLIP: AudioCLIP-based Multi-window Temporal Transformer for Audio Visual Event Localization. CoRR Tanvir Mahmud, Diana Marculescu
2022	J	`jnl`	CPT-V: A Contrastive Approach to Post-Training Quantization of Vision Transformers. CoRR Natalia Frumkin, Dibakar Gope, Diana Marculescu
2022	J	`jnl`	DeepNVM++: Cross-Layer Modeling and Optimization Framework of Nonvolatile Memories for Deep Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Ahmet Inci, Mehmet Meric Isgenc, Diana Marculescu
2022	J	`jnl`	Efficient Deep Learning Using Non-Volatile Memory Technology. CoRR Ahmet Inci, Mehmet Meric Isgenc, Diana Marculescu
2022	J	`jnl`	MobileTL: On-device Transfer Learning with Inverted Residual Blocks. CoRR Hung-Yueh Chiang, Natalia Frumkin, Feng Liang, Diana Marculescu
2022	J	`jnl`	Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP. CoRR Feng Liang, Bichen Wu, Xiaoliang Dai, Kunpeng Li, Yinan Zhao, Hang Zhang, Peizhao Zhang, Peter Vajda, Diana Marculescu
2022	J	`jnl`	Play It Cool: Dynamic Shifting Prevents Thermal Throttling. CoRR Yang Zhou, Feng Liang, Ting-Wu Chin, Diana Marculescu
2022	—	`ed.`	Proceedings of the Fifth Conference on Machine Learning and Systems, MLSys 2022, Santa Clara, CA, USA, August 29 - September 1, 2022 MLSys Diana Marculescu, Yuejie Chi, Carole-Jean Wu
2022	J	`jnl`	QADAM: Quantization-Aware DNN Accelerator Modeling for Pareto-Optimality. CoRR Ahmet Inci, Siri Garudanagiri Virupaksha, Aman Jain, Venkata Vivek Thallam, Ruizhou Ding, Diana Marculescu
2022	J	`jnl`	QAPPA: Quantization-Aware Power, Performance, and Area Modeling of DNN Accelerators. CoRR Ahmet Inci, Siri Garudanagiri Virupaksha, Aman Jain, Venkata Vivek Thallam, Ruizhou Ding, Diana Marculescu
2022	J	`jnl`	QUIDAM: A Framework for Quantization-Aware DNN Accelerator and Model Co-Exploration. CoRR Ahmet Inci, Siri Garudanagiri Virupaksha, Aman Jain, Ting-Wu Chin, Venkata Vivek Thallam, Ruizhou Ding, Diana Marculescu
2022	J	`jnl`	SupMAE: Supervised Masked Autoencoders Are Efficient Vision Learners. CoRR Feng Liang, Yangguang Li, Diana Marculescu
2021	—	`conf`	Joslim: Joint Widths and Weights Optimization for Slimmable Neural Networks. ECML/PKDD (3) Ting-Wu Chin, Ari S. Morcos, Diana Marculescu
2021	—	`conf`	Putting the "Machine" Back in Machine Learning for Engineering Students. Teaching ML Ting-Wu Chin, Dimitrios Stamoulis, Diana Marculescu
2021	—	`conf`	Renofeation: A Simple Transfer Learning Method for Improved Adversarial Robustness. CVPR Workshops Ting-Wu Chin, Cha Zhang, Diana Marculescu
2021	A	`conf`	When Climate Meets Machine Learning: Edge to Cloud ML Energy Efficiency. ISLPED Diana Marculescu
2021	—	`conf`	Width Transfer: On the (In)variance of Width Optimization. CVPR Workshops Ting-Wu Chin, Diana Marculescu, Ari S. Morcos
2021	J	`jnl`	Width Transfer: On the (In)variance of Width Optimization. CoRR Ting-Wu Chin, Diana Marculescu, Ari S. Morcos
2020	J	`jnl`	DeepNVM++: Cross-Layer Modeling and Optimization Framework of Non-Volatile Memories for Deep Learning. CoRR Ahmet Inci, Mehmet Meric Isgenc, Diana Marculescu
2020	A	`conf`	DeepNVM: A Framework for Modeling and Analysis of Non-Volatile Memory Technologies for Deep Learning Applications. DATE Ahmet Fatih Inci, Mehmet Meric Isgenc, Diana Marculescu
2020	A*	`conf`	Edge AI: Systems Design and ML for IoT Data Analytics. KDD Radu Marculescu, Diana Marculescu, Ümit Y. Ogras
2020	J	`jnl`	Editorial: Special Issue on Compact Deep Neural Networks With Industrial Applications. IEEE J. Sel. Top. Signal Process. Lixin Fan, Diana Marculescu, Werner Bailer, Yurong Chen
2020	J	`jnl`	Improving the Adversarial Robustness of Transfer Learning via Noisy Feature Distillation. CoRR Ting-Wu Chin, Cha Zhang, Diana Marculescu
2020	—	`conf`	One Weight Bitwidth to Rule Them All. ECCV Workshops (5) Ting-Wu Chin, Pierce I-Jen Chuang, Vikas Chandra, Diana Marculescu
2020	J	`jnl`	One Weight Bitwidth to Rule Them All. CoRR Ting-Wu Chin, Pierce I-Jen Chuang, Vikas Chandra, Diana Marculescu
2020	J	`jnl`	PareCO: Pareto-aware Channel Optimization for Slimmable Neural Networks. CoRR Ting-Wu Chin, Ari S. Morcos, Diana Marculescu
2020	J	`jnl`	Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization. IEEE J. Sel. Top. Signal Process. Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu
2020	J	`jnl`	The Architectural Implications of Distributed Reinforcement Learning on CPU-GPU Systems. CoRR Ahmet Fatih Inci, Evgeny Bolotin, Yaosheng Fu, Gal Dalal, Shie Mannor, David W. Nellans, Diana Marculescu
2020	A*	`conf`	Towards Efficient Model Compression via Learned Global Ranking. CVPR Ting-Wu Chin, Ruizhou Ding, Cha Zhang, Diana Marculescu
2020	A	`conf`	ViP: Virtual Pooling for Accelerating CNN-based Image Classification and Object Detection. WACV Zhuo Chen, Jiyuan Zhang, Ruizhou Ding, Diana Marculescu
2020	J	`jnl`	Workshops on Extreme Scale Design Automation (ESDA) Challenges and Opportunities for 2025 and Beyond. CoRR R. Iris Bahar, Alex K. Jones, Srinivas Katkoori, Patrick H. Madden, Diana Marculescu, Igor L. Markov
2019	J	`jnl`	AdaScale: Towards Real-time Video Object Detection Using Adaptive Scaling. CoRR Ting-Wu Chin, Ruizhou Ding, Diana Marculescu
2019	—	`conf`	AdaScale: Towards Real-time Video Object Detection using Adaptive Scaling. SysML Ting-Wu Chin, Ruizhou Ding, Diana Marculescu
2019	A*	`conf`	FLightNNs: Lightweight Quantized Deep Neural Networks for Fast and Accurate Inference. DAC Ruizhou Ding, Zeye Liu, Ting-Wu Chin, Diana Marculescu, R. D. (Shawn) Blanton
2019	J	`jnl`	FLightNNs: Lightweight Quantized Deep Neural Networks for Fast and Accurate Inference. CoRR Ruizhou Ding, Zeye Liu, Ting-Wu Chin, Diana Marculescu, Ronald D. Blanton
2019	J	`jnl`	LeGR: Filter Pruning via Learned Global Ranking. CoRR Ting-Wu Chin, Ruizhou Ding, Cha Zhang, Diana 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	A*	`conf`	Regularizing Activation Distribution for Training Binarized Deep Networks. CVPR Ruizhou Ding, Ting-Wu Chin, Zeye Liu, Diana Marculescu
2019	J	`jnl`	Regularizing Activation Distribution for Training Binarized Deep Networks. CoRR Ruizhou Ding, Ting-Wu Chin, Zeye Liu, Diana Marculescu
2019	J	`jnl`	Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization. CoRR Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu
2019	—	`conf`	Single-Path NAS: Designing Hardware-Efficient ConvNets in Less Than 4 Hours. ECML/PKDD (2) Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu
2019	J	`jnl`	Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours. CoRR Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu
2019	J	`jnl`	Single-Path NAS: Device-Aware Efficient ConvNet Design. CoRR Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu
2019	J	`jnl`	Tractable Learning and Inference for Large-Scale Probabilistic Boolean Networks. IEEE Trans. Neural Networks Learn. Syst. Ifigeneia Apostolopoulou, Diana Marculescu
2019	J	`jnl`	Understanding the Impact of Label Granularity on CNN-based Image Classification. CoRR Zhuo Chen, Ruizhou Ding, Ting-Wu Chin, Diana Marculescu
2019	J	`jnl`	ViP: Virtual Pooling for Accelerating CNN-based Image Classification and Object Detection. CoRR Zhuo Chen, Jiyuan Zhang, Ruizhou Ding, Diana Marculescu
2018	J	`jnl`	Designing Adaptive Neural Networks for Energy-Constrained Image Classification. CoRR Dimitrios Stamoulis, Ting-Wu (Rudy) Chin, Anand Krishnan Prakash, Haocheng Fang, Sribhuvan Sajja, Mitchell Bognar, Diana Marculescu
2018	A	`conf`	Designing adaptive neural networks for energy-constrained image classification. ICCAD Dimitrios Stamoulis, Ting-Wu (Rudy) Chin, Anand Krishnan Prakash, Haocheng Fang, Sribhuvan Sajja, Mitchell Bognar, Diana Marculescu
2018	J	`jnl`	Hardware-Aware Machine Learning: Modeling and Optimization. CoRR Diana Marculescu, Dimitrios Stamoulis, Ermao Cai
2018	A	`conf`	Hardware-aware machine learning: modeling and optimization. ICCAD Diana Marculescu, Dimitrios Stamoulis, Ermao Cai
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	A	`conf`	HyperPower: Power- and memory-constrained hyper-parameter optimization for neural networks. DATE Dimitrios Stamoulis, Ermao Cai, Da-Cheng Juan, Diana Marculescu
2018	J	`jnl`	Layer-compensated Pruning for Resource-constrained Convolutional Neural Networks. CoRR Ting-Wu Chin, Cha Zhang, Diana 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`	LightNN: Filling the Gap between Conventional Deep Neural Networks and Binarized Networks. CoRR Ruizhou Ding, Zeye Liu, Rongye Shi, Diana Marculescu, R. D. (Shawn) Blanton
2018	J	`jnl`	Lightening the Load with Highly Accurate Storage- and Energy-Efficient LightNNs. ACM Trans. Reconfigurable Technol. Syst. Ruizhou Ding, Zeye Liu, R. D. (Shawn) Blanton, Diana 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	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
2018	J	`jnl`	Profit: Priority and Power/Performance Optimization for Many-Core Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Zhuo Chen, Dimitrios Stamoulis, Diana Marculescu
2018	—	`conf`	Quantized deep neural networks for energy efficient hardware-based inference. ASP-DAC Ruizhou Ding, Zeye Liu, R. D. (Shawn) Blanton, Diana Marculescu
2018	J	`jnl`	Tractable Learning and Inference for Large-Scale Probabilistic Boolean Networks. CoRR Ifigeneia Apostolopoulou, Diana Marculescu
2018	—	`conf`	Understanding the Impact of Label Granularity on CNN-Based Image Classification. ICDM Workshops Zhuo Chen, Ruizhou Ding, Ting-Wu Chin, Diana 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	—	`conf`	Enhancing precipitation models by capturing multivariate and multiscale climate dynamics. CySWATER@CPSWeek Ruizhou Ding, Dimitrios Stamoulis, Kartikeya Bhardwaj, Diana Marculescu, Radu Marculescu
2017	J	`jnl`	HyperPower: Power- and Memory-Constrained Hyper-Parameter Optimization for Neural Networks. CoRR Dimitrios Stamoulis, Ermao Cai, Da-Cheng Juan, Diana 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`	Leveraging Classification Models for River Forecasting. SIGSPATIAL/GIS Ruizhou Ding, Diana Marculescu
2017	—	`conf`	LightNN: Filling the Gap between Conventional Deep Neural Networks and Binarized Networks. ACM Great Lakes Symposium on VLSI Ruizhou Ding, Zeye Liu, Rongye Shi, Diana Marculescu, R. D. (Shawn) Blanton
2017	B	`conf`	M3A: Model, MetaModel and Anomaly Detection for Inter-arrivals of Web Searches and Postings. DSAA Da-Cheng Juan, Neil Shah, Mingyu Tang, Zhiliang Qian, Diana Marculescu, Christos Faloutsos
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	J	`jnl`	NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks. CoRR Ermao Cai, Da-Cheng Juan, Dimitrios Stamoulis, Diana 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`	Priority-Aware Near-Optimal Scheduling for Heterogeneous Multi-Core Systems with Specialized Accelerators. CoRR Zhuo Chen, Diana Marculescu
2017	J	`jnl`	Task Scheduling for Heterogeneous Multicore Systems. CoRR Zhuo Chen, Diana Marculescu
2017	J	`jnl`	Temperature Effect Inversion-Aware Power-Performance Optimization for FinFET-Based Multicore Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Ermao Cai, Diana Marculescu
2017	J	`jnl`	Thread Progress Equalization: Dynamically Adaptive Power-Constrained Performance Optimization of Multi-Threaded Applications. IEEE Trans. Computers Yatish Turakhia, Guangshuo Liu, Siddharth Garg, Diana Marculescu
2017	C	`conf`	\emphNeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks. ACML Ermao Cai, Da-Cheng Juan, Dimitrios Stamoulis, Diana 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	J	`jnl`	A two-level approximate model driven framework for characterizing Multi-Cell Upsets impacts on processors. Microelectron. J. Jiajia Jiao, Diana Marculescu, Da-Cheng Juan, Yuzhuo Fu
2016	A	`conf`	Can We Guarantee Performance Requirements under Workload and Process Variations? ISLPED Dimitrios Stamoulis, Diana Marculescu
2016	A	`conf`	Exploring aging deceleration in FinFET-based multi-core systems. ICCAD Ermao Cai, Dimitrios Stamoulis, Diana 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`	Learning-Based Power/Performance Optimization for Many-Core Systems With Extended-Range Voltage/Frequency Scaling. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Ermao Cai, Da-Cheng Juan, Siddharth Garg, Jinpyo Park, Diana Marculescu
2016	J	`jnl`	M3A: Model, MetaModel, and Anomaly Detection in Web Searches. CoRR Da-Cheng Juan, Neil Shah, Mingyu Tang, Zhiliang Qian, Diana Marculescu, Christos Faloutsos
2016	J	`jnl`	Thread Progress Equalization: Dynamically Adaptive Power and Performance Optimization of Multi-threaded Applications. CoRR Yatish Turakhia, Guangshuo Liu, Siddharth Garg, Diana 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
2015	A	`conf`	Distributed reinforcement learning for power limited many-core system performance optimization. DATE Zhuo Chen, Diana 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	J	`jnl`	Exploiting component dependency for accurate and efficient soft error analysis via Probabilistic Graphical Models. Microelectron. Reliab. Jiajia Jiao, Da-Cheng Juan, Diana Marculescu, Yuzhuo Fu
2015	—	`ed.`	Proceedings of the 9th International Symposium on Networks-on-Chip, NOCS 2015, Vancouver, BC, Canada, September 28-30, 2015 NOCS André Ivanov, Diana Marculescu, Partha Pratim Pande, José Flich, Karthik Pattabiraman
2015	A	`ed.`	Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2015, Austin, TX, USA, November 2-6, 2015 ICCAD Diana Marculescu, Frank Liu
2015	J	`jnl`	Procrustes IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Guangshuo Liu, Jinpyo Park, Diana 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`	TEI-Turbo: Temperature Effect Inversion-Aware Turbo Boost for FinFET-Based Multi-Core Systems. ICCAD Ermao Cai, Diana Marculescu
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	—	`conf`	The quest for energy aware computing. IGSC Diana Marculescu
2015	—	`conf`	Understanding and Using Heterogeneity for High Performance, Energy Efficient Computing: Special Session Extended Abstract. CSCS Diana Marculescu, Da-Cheng Juan, Guangshuo Liu
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`	Beyond Poisson: Modeling Inter-Arrival Time of Requests in a Datacenter. PAKDD (2) Da-Cheng Juan, Lei Li, Huan-Kai Peng, Diana Marculescu, Christos Faloutsos
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`	Power-Planning-Aware Soft Error Hardening via Selective Voltage Assignment. IEEE Trans. Very Large Scale Integr. Syst. Kai-Chiang Wu, Diana 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
2014	J	`jnl`	Statistical Peak Temperature Prediction and Thermal Yield Improvement for 3D Chip Multiprocessors. ACM Trans. Design Autom. Electr. Syst. Da-Cheng Juan, Siddharth Garg, Diana Marculescu
2014	A*	`conf`	The EDA Challenges in the Dark Silicon Era: Temperature, Reliability, and Variability Perspectives. DAC Muhammad Shafique, Siddharth Garg, Jörg Henkel, Diana Marculescu
2013	—	`conf`	"Scaling" the impact of EDA education Preliminary findings from the CCC workshop series on extreme scale design automation. MSE R. Iris Bahar, Alex K. Jones, Srinivas Katkoori, Patrick H. Madden, Diana Marculescu, Igor L. Markov
2013	J	`jnl`	A Low-Cost, Systematic Methodology for Soft Error Robustness of Logic Circuits. IEEE Trans. Very Large Scale Integr. Syst. Kai-Chiang Wu, Diana Marculescu
2013	J	`jnl`	Addressing Process Variations at the Microarchitecture and System Level. Found. Trends Electron. Des. Autom. Siddharth Garg, Diana Marculescu
2013	A	`conf`	Cherry-picking: exploiting process variations in dark-silicon homogeneous chip multi-processors. DATE Bharathwaj Raghunathan, Yatish Turakhia, Siddharth Garg, Diana Marculescu
2013	A*	`conf`	Dynamic behavior of cell signaling networks: model design and analysis automation. DAC Natasa Miskov-Zivanov, Diana Marculescu, James R. Faeder
2013	C	`conf`	Dynamic thread mapping for high-performance, power-efficient heterogeneous many-core systems. ICCD Guangshuo Liu, Jinpyo Park, Diana Marculescu
2013	J	`jnl`	Editorial to special section on networks on chip: Architecture, tools, and methodologies. ACM Trans. Design Autom. Electr. Syst. Diana Marculescu, Chita R. Das
2013	A*	`conf`	HaDeS: architectural synthesis for <u>h</u>eterogeneous <u>d</u>ark <u>s</u>ilicon chip multi-processors. DAC Yatish Turakhia, Bharathwaj Raghunathan, Siddharth Garg, Diana Marculescu
2013	Misc	`conf`	Hardware-efficient stereo estimation using a residual-based approach. ICASSP Abhishek A. Sharma, Kaustubh Neelathalli, Diana Marculescu, Eriko Nurvitadhi
2013	C	`conf`	Impact of manufacturing process variations on performance and thermal characteristics of 3D ICs: Emerging challenges and new solutions. ISCAS Da-Cheng Juan, Siddharth Garg, Diana Marculescu
2013	Misc	`conf`	Learning the optimal operating point for many-core systems with extended range voltage/frequency scaling. CODES+ISSS Da-Cheng Juan, Siddharth Garg, Jinpyo Park, Diana Marculescu
2013	J	`jnl`	Mitigating the Impact of Process Variation on the Performance of 3-D Integrated Circuits. IEEE Trans. Very Large Scale Integr. Syst. Siddharth Garg, Diana 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	—	`conf`	A learning-based autoregressive model for fast transient thermal analysis of chip-multiprocessors. ASP-DAC Da-Cheng Juan, Huapeng Zhou, Diana Marculescu, Xin Li
2012	—	`conf`	Efficient on-line module-level wake-up scheduling for high performance multi-module designs. ISPD Ming-Chao Lee, Yiyu Shi, Yu-Guang Chen, Diana Marculescu, Shih-Chieh Chang
2012	J	`jnl`	Exploiting Process Variability in Voltage/Frequency Control. IEEE Trans. Very Large Scale Integr. Syst. Sebastian Herbert, Siddharth Garg, Diana Marculescu
2012	J	`jnl`	Guest Editorial Special Section on PAR-CAD: Parallel CAD Algorithms and CAD for Parallel Architectures/Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Diana Marculescu, Peng Li
2012	A	`conf`	Mitigating lifetime underestimation: A system-level approach considering temperature variations and correlations between failure mechanisms. DATE Kai-Chiang Wu, Ming-Chao Lee, Diana Marculescu, Shih-Chieh Chang
2012	J	`jnl`	On the Impact of Manufacturing Process Variations on the Lifetime of Sensor Networks. ACM Trans. Embed. Comput. Syst. Siddharth Garg, Diana Marculescu
2012	A	`conf`	Power-aware performance increase via core/uncore reinforcement control for chip-multiprocessors. ISLPED Da-Cheng Juan, Diana Marculescu
2012	A	`conf`	Statistical thermal modeling and optimization considering leakage power variations. DATE Da-Cheng Juan, Yi-Lin Chuang, Diana Marculescu, Yao-Wen Chang
2012	J	`jnl`	System-Level Leakage Variability Mitigation for MPSoC Platforms Using Body-Bias Islands. IEEE Trans. Very Large Scale Integr. Syst. Siddharth Garg, Diana 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	A	`conf`	Aging-aware timing analysis and optimization considering path sensitization. DATE Kai-Chiang Wu, Diana Marculescu
2011	A	`conf`	Analysis and mitigation of NBTI-induced performance degradation for power-gated circuits. ISLPED Kai-Chiang Wu, Diana Marculescu, Ming-Chao Lee, Shih-Chieh Chang
2011	—	`conf`	Emulation of biological networks in reconfigurable hardware. BCB Natasa Miskov-Zivanov, Andrew Bresticker, Deepa Krishnaswamy, Sreesan Venkatakrishnan, Diana Marculescu, James R. Faeder
2011	A	`conf`	PRICE: Power reduction by placement and clock-network co-synthesis for pulsed-latch designs. ICCAD Yi-Lin Chuang, Hong-Ting Lin, Tsung-Yi Ho, Yao-Wen Chang, Diana Marculescu
2011	—	`conf`	Regulatory network analysis acceleration with reconfigurable hardware. EMBC Natasa Miskov-Zivanov, Andrew Bresticker, Deepa Krishnaswamy, Sreesan Venkatakrishnan, Prashant Kashinkunti, Diana Marculescu, James R. Faeder
2011	Misc	`conf`	Special session 4A: New topics parametric yield and reliability of 3D integrated circuits: New challenges and solutions. VTS Siddharth Garg, Diana Marculescu
2011	A	`conf`	Statistical thermal evaluation and mitigation techniques for 3D Chip-Multiprocessors in the presence of process variations. DATE Da-Cheng Juan, Siddharth Garg, Diana Marculescu
2010	A	`conf`	Clock skew scheduling for soft-error-tolerant sequential circuits. DATE Kai-Chiang Wu, Diana Marculescu
2010	A	`conf`	Custom feedback control: enabling truly scalable on-chip power management for MPSoCs. ISLPED Siddharth Garg, Diana Marculescu, Radu Marculescu
2010	A*	`conf`	Formal modeling and reasoning for reliability analysis. DAC Natasa Miskov-Zivanov, Diana Marculescu
2010	J	`jnl`	Multiple Transient Faults in Combinational and Sequential Circuits: A Systematic Approach. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Natasa Miskov-Zivanov, Diana Marculescu
2010	A	`conf`	Process variation aware performance modeling and dynamic power management for multi-core systems. ICCAD Siddharth Garg, Diana Marculescu, Sebastian Herbert
2009	—	`conf`	3D-GCP: An analytical model for the impact of process variations on the critical path delay distribution of 3D ICs. ISQED Siddharth Garg, Diana Marculescu
2009	—	`conf`	A systematic approach to modeling and analysis of transient faults in logic circuits. ISQED Natasa Miskov-Zivanov, Diana 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	A	`conf`	Integrating dynamic voltage/frequency scaling and adaptive body biasing using test-time voltage selection. ISLPED Alyssa Bonnoit, Sebastian Herbert, Diana Marculescu, Lawrence T. Pileggi
2009	A	`conf`	Joint logic restructuring and pin reordering against NBTI-induced performance degradation. DATE Kai-Chiang Wu, Diana Marculescu
2009	J	`jnl`	Mitigating the Impact of Variability on Chip-Multiprocessor Power and Performance. IEEE Trans. Very Large Scale Integr. Syst. Sebastian Herbert, Diana Marculescu
2009	—	`conf`	Post-floorplanning power/ground ring synthesis for multiple-supply-voltage designs. ISPD Wan-Ping Lee, Diana Marculescu, Yao-Wen Chang
2009	J	`jnl`	Power Management of Voltage/Frequency Island-Based Systems Using Hardware-Based Methods. IEEE Trans. Very Large Scale Integr. Syst. Puru Choudhary, Diana Marculescu
2009	A	`conf`	System-level process variability analysis and mitigation for 3D MPSoCs. DATE Siddharth Garg, Diana 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	A*	`conf`	Variation-aware dynamic voltage/frequency scaling. HPCA Sebastian Herbert, Diana Marculescu
2008	A*	`conf`	Characterizing chip-multiprocessor variability-tolerance. DAC Sebastian Herbert, Diana Marculescu
2008	A	`conf`	Design Variability: Challenges and Solutions at Microarchitecture-Architecture Level. DATE Diana Marculescu, Sani R. Nassif
2008	J	`jnl`	Guest Editorial Special Section on Low-Power Electronics and Design. IEEE Trans. Very Large Scale Integr. Syst. Diana Marculescu, Jörg Henkel
2008	J	`jnl`	Modeling and Optimization for Soft-Error Reliability of Sequential Circuits. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Natasa Miskov-Zivanov, Diana Marculescu
2008	C	`conf`	Power-aware soft error hardening via selective voltage scaling. ICCD Kai-Chiang Wu, Diana Marculescu
2008	A	`conf`	Process variability-aware transient fault modeling and analysis. ICCAD Natasa Miskov-Zivanov, Kai-Chiang Wu, Diana Marculescu
2008	J	`jnl`	Process-Driven Variability Analysis of Single and Multiple Voltage-Frequency Island Latency-Constrained Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Diana Marculescu, Siddharth Garg
2008	—	`conf`	Soft error rate reduction using redundancy addition and removal. ASP-DAC Kai-Chiang Wu, Diana Marculescu
2008	Misc	`conf`	System-level mitigation of WID leakage power variability using body-bias islands. CODES+ISSS Siddharth Garg, Diana Marculescu
2008	J	`jnl`	System-level throughput analysis for process variation aware multiple voltage-frequency island designs. ACM Trans. Design Autom. Electr. Syst. Siddharth Garg, Diana 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`	An 0.9 × 1.2", low power, energy-harvesting system with custom multi-channel communication interface. DATE Phillip Stanley-Marbell, Diana Marculescu
2007	A	`conf`	Analysis of dynamic voltage/frequency scaling in chip-multiprocessors. ISLPED Sebastian Herbert, Diana Marculescu
2007	J	`jnl`	Architectures for Silicon Nanoelectronics and Beyond. Computer R. Iris Bahar, Dan W. Hammerstrom, Justin E. Harlow III, William H. Joyner Jr., Clifford Lau, Diana Marculescu, Alex Orailoglu, Massoud Pedram
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	J	`jnl`	Energy Bounds for Fault-Tolerant Nanoscale Designs CoRR Diana Marculescu
2007	A	`conf`	Interactive presentation: System-level process variation driven throughput analysis for single and multiple voltage-frequency island designs. DATE Siddharth Garg, Diana Marculescu
2007	—	`conf`	MARS-S: Modeling and Reduction of Soft Errors in Sequential Circuits. ISQED Natasa Miskov-Zivanov, Diana Marculescu
2007	Misc	`conf`	On the impact of manufacturing process variations on the lifetime of sensor networks. CODES+ISSS Siddharth Garg, Diana Marculescu
2007	A	`ed.`	Proceedings of the 2007 International Symposium on Low Power Electronics and Design, 2007, Portland, OR, USA, August 27-29, 2007 ISLPED Diana Marculescu, Anand Raghunathan, Ali Keshavarzi, Vijaykrishnan Narayanan
2007	A	`conf`	Soft error rate analysis for sequential circuits. DATE Natasa Miskov-Zivanov, Diana 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`	Circuit Reliability Analysis Using Symbolic Techniques. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Natasa Miskov-Zivanov, Diana Marculescu
2006	—	`conf`	Design and Analysis of a Low Power VLIW DSP Core. ISVLSI Chan-Hao Chang, Diana Marculescu
2006	Misc	`conf`	Hardware based frequency/voltage control of voltage frequency island systems. CODES+ISSS Puru Choudhary, Diana Marculescu
2006	A*	`conf`	MARS-C: modeling and reduction of soft errors in combinational circuits. DAC Natasa Miskov-Zivanov, Diana Marculescu
2006	A	`ed.`	Proceedings of the 2006 International Symposium on Low Power Electronics and Design, 2006, Tegernsee, Bavaria, Germany, October 4-6, 2006 ISLPED Wolfgang Nebel, Mircea R. Stan, Anand Raghunathan, Jörg Henkel, Diana Marculescu
2006	A	`conf`	System-level process-driven variability analysis for single and multiple voltage-frequency island systems. ICCAD Diana Marculescu, Siddharth Garg
2005	J	`jnl`	Dynamic Functional Unit Assignment for Low Power. J. Supercomput. Steve Haga, Natasha Reeves, Rajeev Barua, Diana Marculescu
2005	J	`jnl`	Energy Awareness and Uncertainty in Microarchitecture-Level Design. IEEE Micro Diana Marculescu, Emil Talpes
2005	A	`conf`	Energy Bounds for Fault-Tolerant Nanoscale Designs. DATE Diana Marculescu
2005	J	`jnl`	Execution cache-based microarchitecture for power-efficient superscalar processors. IEEE Trans. Very Large Scale Integr. Syst. Emil Talpes, Diana Marculescu
2005	A*	`conf`	Increased Scalability and Power Efficiency by Using Multiple Speed Pipelines. ISCA Emil Talpes, Diana Marculescu
2005	—	`conf`	Speed and voltage selection for GALS systems based on voltage/frequency islands. ASP-DAC Koushik Niyogi, Diana Marculescu
2005	A	`conf`	System level power and performance modeling of GALS point-to-point communication interfaces. ISLPED Koushik Niyogi, Diana Marculescu
2005	J	`jnl`	Toward a multiple clock/voltage island design style for power-aware processors. IEEE Trans. Very Large Scale Integr. Syst. Emil Talpes, Diana Marculescu
2005	J	`jnl`	Undergraduate embedded system education at Carnegie Mellon. ACM Trans. Embed. Comput. Syst. 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, Chenxi Wang
2005	A*	`conf`	Variability and energy awareness: a microarchitecture-level perspective. DAC Diana Marculescu, Emil Talpes
2004	A	`conf`	Application adaptive energy efficient clustered architectures. ISLPED Diana Marculescu
2004	A	`conf`	Impact of technology scaling on energy aware execution cache-based microarchitectures. ISLPED Emil Talpes, Diana Marculescu
2004	A	`conf`	Local Decisions and Triggering Mechanisms for Adaptive Fault-Tolerance. DATE Phillip Stanley-Marbell, Diana Marculescu
2004	—	`conf`	Mixed-clock issue queue design for energy aware, high-performance cores. ASP-DAC Venkata Syam P. Rapaka, Emil Talpes, Diana 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`	A critical analysis of application-adaptive multiple clock processors. ISLPED Emil Talpes, Diana Marculescu
2003	A	`conf`	A mixed-clock issue queue design for globally asynchronous, locally synchronous processor cores. ISLPED Venkata Syam P. Rapaka, Diana Marculescu
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`	Dynamic Fault-Tolerance and Metrics for Battery Powered, Failure-Prone Systems. ICCAD Phillip Stanley-Marbell, Diana Marculescu
2003	—	`ch.`	Dynamic Functional Unit Assignment for Low Power. Embedded Software for SoC Steve Haga, Natasha Reeves, Rajeev Barua, Diana Marculescu
2003	A	`conf`	Dynamic Functional Unit Assignment for Low Power. DATE Steve Haga, Natasha Reeves, Rajeev Barua, Diana Marculescu
2003	J	`jnl`	E-Textiles: Toward Computational Clothing. IEEE Pervasive Comput. Diana Marculescu
2003	—	`ch.`	Efficient Power/Performance Analysis of Embedded and General Purpose Software Applications. Embedded Software for SoC Venkata Syam P. Rapaka, Diana 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	A	`conf`	Fault-Tolerant Techniques for Ambient Intelligent Distributed Systems. ICCAD Diana Marculescu, Nicholas H. Zamora, Phillip Stanley-Marbell, Radu Marculescu
2003	J	`jnl`	Guest Editors' Introduction: Power and Complexity Aware Design. IEEE Micro Pradip Bose, David H. Albonesi, Diana 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	A	`conf`	Pre-Characterization Free, Efficient Power/Performance Analysis of Embedded and General Purpose Software Applications. DATE Venkata Syam P. Rapaka, Diana 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`	Microarchitecture-level power management. IEEE Trans. Very Large Scale Integr. Syst. Anoop Iyer, Diana Marculescu
2002	A*	`conf`	Power and Performance Evaluation of Globally Asynchronous Locally Synchronous Processors. ISCA Anoop Iyer, Diana Marculescu
2002	A	`conf`	Power efficiency of voltage scaling in multiple clock, multiple voltage cores. ICCAD Anoop Iyer, Diana Marculescu
2001	A	`conf`	Application-Driven Processor Design Exploration for Power-Performance Trade-off Analysis. ICCAD Diana Marculescu, Anoop Iyer
2001	A	`conf`	Power aware microarchitecture resource scaling. DATE Anoop Iyer, Diana Marculescu
2001	A	`conf`	Power reduction through work reuse. ISLPED Emil Talpes, Diana Marculescu
2000	A	`conf`	Profile-driven code execution for low power dissipation (poster session). ISLPED Diana Marculescu
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