| 2021 | EExNAS: Early-Exit Neural Architecture Search Solutions for Low-Power Wearable Devices. | Mohanad Odema, Nafiul Rashid, Mohammad Abdullah Al Faruque |
| 2021 | Co-Designing Hardware and Models for Efficient On-Device ML Inference. | Matthew Mattina |
| 2021 | When Climate Meets Machine Learning: Edge to Cloud ML Energy Efficiency. | Diana Marculescu |
| 2021 | Space-efficient Graph Data Placement to Save Energy of ReRAM Crossbar. | Ting-Shan Lo, Chun-Feng Wu, Yuan-Hao Chang, Tei-Wei Kuo, Wei-Chen Wang |
| 2021 | FPRA: A Fine-grained Parallel RRAM Architecture. | Xiao Liu, Minxuan Zhou, Rachata Ausavarungnirun, Sean Eilert, Ameen Akel, Tajana Rosing, Vijaykrishnan Narayanan, Jishen Zhao |
| 2021 | DOSAGE: Generating Domain-Specific Accelerators for Resource-Constrained Computing. | Ankur Limaye, Tosiron Adegbija |
| 2021 | SpartanSSD: a Reliable SSD under Capacitance Constraints. | Hyeon Gyu Lee, Juwon Lee, Minwook Kim, Donghwa Shin, Sungjin Lee, Bryan S. Kim, Eunji Lee, Sang Lyul Min |
| 2021 | Active Cell Balancing for Life Cycle Extension of Lithium-Ion Batteries under Thermal Gradient. | Philipp Kremer, Francesco Cigarini, Dietmar Ghlich, Sangyoung Park |
| 2021 | MIMHD: Accurate and Efficient Hyperdimensional Inference Using Multi-Bit In-Memory Computing. | Arman Kazemi, Mohammad Mehdi Sharifi, Zhuowen Zou, Michael T. Niemier, X. Sharon Hu, Mohsen Imani |
| 2021 | A Flash-Based Multi-Bit Content-Addressable Memory with Euclidean Squared Distance. | Arman Kazemi, Shubham Sahay, Ayush Saxena, Mohammad Mehdi Sharifi, Michael T. Niemier, X. Sharon Hu |
| 2021 | Pho$: A Case for Shared Optical Cache Hierarchies. | Haiyang Han, Theoni Alexoudi, Christos Vagionas, Nikos Pleros, Nikos Hardavellas |
| 2021 | Low-Power Multi-Camera Object Re-Identification using Hierarchical Neural Networks. | Abhinav Goel, Caleb Tung, Xiao Hu, Haobo Wang, James C. Davis, George K. Thiruvathukal, Yung-Hsiang Lu |
| 2021 | Statistical Optimization of Compute In-Memory Performance Under Device Variation. | Brian Crafton, Samuel Spetalnick, Jong-Hyeok Yoon, Arijit Raychowdhury |
| 2021 | BEACON: BEst Approximations for Complete BehaviOral HeterogeNeous SoCs. | Prattay Chowdhury, Benjamin Carrin Schfer |
| 2021 | HTNN: Deep Learning in Heterogeneous Transform Domains with Sparse-Orthogonal Weights. | Yu Chen, Bowen Liu, Pierre Abillama, Hun-Seok Kim |
| 2021 | MC | Zhiyu Chen, Qing Jin, Jingyu Wang, Yanzhi Wang, Kaiyuan Yang |
| 2021 | PUFFIN: An Efficient DNN Training Accelerator for Direct Feedback Alignment in FeFET. | Fan Chen |
| 2021 | TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference. | Alessio Burrello, Alberto Dequino, Daniele Jahier Pagliari, Francesco Conti, Marcello Zanghieri, Enrico Macii, Luca Benini, Massimo Poncino |
| 2021 | Wearable Devices and Low-Power Design for Smart Health Applications: Challenges and Opportunities. | Toygun Basaklar, Yigit Tuncel, Sizhe An, mit Y. Ogras |
| 2021 | RVO: Unleashing SSD's Parallelism by Harnessing the Unused Power. | Hasan Alhasan, Yun-Chih Chen, Chien-Chung Ho |
| 2021 | Power-Aware Heart Rate Monitoring using Particle Filters. | Ali Akbari, Roozbeh Jafari |
| 2021 | Power, Performance, Area and Cost Analysis of Memory-on-Logic Face-to-Face Bonded 3D Processor Designs. | Anthony Agnesina, Moritz Brunion, Jinwoo Kim, Alberto Garca Ortiz, Dragomir Milojevic, Francky Catthoor, Manu Perumkunnil, Sung Kyu Lim |
| 2020 | Swan: a two-step power management for distributed search engines. | Liang Zhou, Laxmi N. Bhuyan, K. K. Ramakrishnan |
| 2020 | SAOU: safe adaptive overclocking and undervolting for energy-efficient GPU computing. | Hadi Zamani, Devashree Tripathy, Laxmi N. Bhuyan, Zizhong Chen |
| 2020 | Multi-channel precision-sparsity-adapted inter-frame differential data codec for video neural network processor. | Yixiong Yang, Zhe Yuan, Fang Su, Fanyang Cheng, Zhuqing Yuan, Huazhong Yang, Yongpan Liu |