| 2025 | Revisiting Reconfigurable Acceleration of Vision Transformer with Patch Pruning. | Hanning Chen, Yang Ni, Wenjun Huang, Hyunwoo Oh, Tamoghno Das, Fei Wen, Mohsen Imani |
| 2025 | Hybrid Systolic Array Accelerator with Optimized Dataflow for Edge Large Language Model Inference. | Chun-Ting Chen, HanGyeol Mun, Jian Meng, Mohamed S. Abdelfattah, Jae-sun Seo |
| 2025 | Development of a Physics-Informed Neural Network Model for Rapid Power Integrity Analysis in Die-Level and Die-Package Co-Design for 2.5-D Chiplet Solutions. | Xi Chen, Yuhao Ju, Jie Gu |
| 2025 | AridWalk: Efficient Graph Random Walks on a Resource-Limited Computational Storage Device. | Liang-Chi Chen, Chien-Chung Ho, Tei-Wei Kuo, Yuan-Hao Chang |
| 2025 | A Scalable External Memory Access and On-Chip Storage Architecture for Edge-AI Accelerators : - Multi-Path Rolling Data Refresh and Layer-Wise Bank Allocation -. | Quan Cheng, Huizi Zhang, Qiufeng Li, Yuan Liang, Mingtao Zhang, Zhenzhe Chen, Ruilin Zhang, Jinjun Xiong, Mingqiang Huang, Longyang Lin, Masanori Hashimoto |
| 2025 | Design Techniques for Ultra-low Power Cryogenic CMOS for Quantum Computing Applications. | Sudipto Chakraborty, Pat Rosno, John F. Bulzacchelli, David J. Frank, Rajiv V. Joshi, Daniel J. Friedman |
| 2025 | SITRA: Exploiting Temporal Silence in Spiking Transformers for Fast & Energy-efficient Inference. | Abhiroop Bhattacharjee, Abhishek Moitra, Ruokai Yin, Priyadarshini Panda |
| 2025 | Simultaneous Optimization of Placement Legalization and Multi-bit Flip-flop Allocation in Physical Design Automation. | Seoyoung Bang, Taewhan Kim |
| 2025 | An Open-Source HW-SW Co-Development Framework Enabling Efficient Multi-Accelerator Systems. | Ryan Antonio, Joren Dumoulin, Xiaoling Yi, Josse Van Delm, Yunhao Deng, Guilherme Paim, Marian Verhelst |
| 2025 | FLASH-D: FlashAttention with Hidden Softmax Division. | Kosmas Alexandridis, Vasileios Titopoulos, Giorgos Dimitrakopoulos |
| 2025 | Exploration of Low-Power Flexible Stress Monitoring Classifiers for Conformal Wearables. | Florentia Afentaki, Sri Sai Rakesh Nakkilla, Konstantinos Balaskas, Paula Carolina Lozano Duarte, Shiyi Jiang, Georgios Zervakis, Farshad Firouzi, Krishnendu Chakrabarty, Mehdi B. Tahoori |
| 2024 | Hetero-3D: Maximizing Performance and Power Delivery Benefits of Heterogeneous 3D ICs. | Lingjun Zhu, Jiawei Hu, Gauthaman Murali, Sung Kyu Lim |
| 2024 | OFHE: An Electro-Optical Accelerator for Discretized TFHE. | Mengxin Zheng, Cheng Chu, Qian Lou, Nathan Youngblood, Mo Li, Sajjad Moazeni, Lei Jiang |
| 2024 | JointNF: Enhancing DNN Performance through Adaptive N: M Pruning across both Weight and Activation. | Sai Qian Zhang, Thierry Tambe, Gu-Yeon Wei, David Brooks |
| 2024 | Securing Deep Neural Networks on Edge from Membership Inference Attacks Using Trusted Execution Environments. | Cheng-Yun Yang, Gowri Ramshankar, Nicholas Eliopoulos, Purvish Jajal, Sudarshan Nambiar, Evan Miller, Xun Zhang, Dave (Jing) Tian, Shuo-Han Chen, Chiy-Ferng Perng, Yung-Hsiang Lu |
| 2024 | 3D-Aware Low Power High-level Resource Binding and Co-Design. | Daniel H. Xing, Ankur Srivastava |
| 2024 | Hyft: A Reconfigurable Softmax Accelerator with Hybrid Numeric Format for both Training and Inference. | Tianhua Xia, Sai Qian Zhang |
| 2024 | PACT: Accurate Power Analysis and Carbon Emission Tracking for Sustainability. | Aditya Ukarande, Toygun Basaklar, Mingcong Cao, mit Y. Ogras |
| 2024 | Energy-Efficient Frequency Selection Method for Bio-Signal Acquisition in AI/ML Wearables. | Hossein Taji, Jos Miranda, Miguel Pen-Quirs, David Atienza |
| 2024 | Efficient Transformer Acceleration via Reconfiguration for Encoder and Decoder Models and Sparsity-Aware Algorithm Mapping. | Chang Eun Song, Ashkan Moradifirouzabadi, Tajana Rosing, Mingu Kang |
| 2024 | Energy Harvesting-Supported Efficient Low-Power ML Processing with Adaptive Checkpointing and Intermittent Computing. | Sanket Shukla, Sai Manoj Pudukotai Dinakarrao |
| 2024 | Cryogenic Operation of Computing-In-Memory based Spiking Neural Network. | Laith A. Shamieh, Wei-Chun Wang, Shida Zhang, Rakshith Saligram, Amol D. Gaidhane, Yu Cao, Arijit Raychowdhury, Suman Datta, Saibal Mukhopadhyay |
| 2024 | An Energy-Efficient 3D Point Neural Network Accelerator with Fine-grained LiDAR-SoC Pipeline Structure. | Bokyoung Seo, Jueun Jung, Donghyeon Han, Kyuho Jason Lee |
| 2024 | Cooling the Chaos: Mitigating the Effect of Threshold Voltage Variation in Cryogenic CMOS Memories. | Rakshith Saligram, Amol D. Gaidhane, Yu Kevin Cao, Suman Datta, Arijit Raychowdhury |
| 2024 | PEANO-ViT: Power-Efficient Approximations of Non-Linearities in Vision Transformers. | Mohammad Erfan Sadeghi, Arash Fayyazi, Seyedarmin Azizi, Massoud Pedram |