| 2024 | Bayesian-Informed Hyperdimensional Learning for Intelligent and Efficient Data Processing. | Hamza Errahmouni Barkam, Tamoghno Das, Prathyush Poduval, Sungheon Jeong, Calvin Yeung, Mostafa A. Solitan, Mohsen Imani |
| 2024 | Invited Paper: Enhancing Privacy-Preserving Computing with Optimized CKKS Encryption: A Hardware Acceleration Approach. | Tianyou Bao, Pengzhou He, Jiafeng Xie |
| 2024 | Package Modeling and Analysis for Heterogeneous Integration. | Chris Bailey, Leslie Hwang, Fnu Pallavi Praful |
| 2024 | HDXpose: Harnessing Hyperdimensional Computing's Explainability for Adversarial Attacks. | Fatemeh Asgarinejad, Flavio Ponzina, Onat Gngr, Tajana Rosing, Baris Aksanli |
| 2024 | Mixed-precision Neural Networks on RISC-V Cores: ISA extensions for Multi-Pumped Soft SIMD Operations. | Giorgos Armeniakos, Alexis Maras, Sotirios Xydis, Dimitrios Soudris |
| 2024 | VeriCHERI: Exhaustive Formal Security Verification of CHERI at the RTL. | Anna Lena Duque Antn, Johannes Mller, Philipp Schmitz, Tobias Jauch, Alex Wezel, Lucas Deutschmann, Mohammad Rahmani Fadiheh, Dominik Stoffel, Wolfgang Kunz |
| 2024 | Accurate, Yet Scalable: A SPICE-based Design and Optimization Framework for eNVM based Analog In-memory Computing. | S. M. Mojahidul Ahsan, Muhammad Sakib Shahriar, Mrittika Chowdhury, Tanvir Hossain, Md Sakib Hasan, Tamzidul Hoque |
| 2024 | AMAZE: Accelerated MiMC Hardware Architecture for Zero-Knowledge Applications on the Edge. | Anees Ahmed, Nojan Sheybani, Davi Moreno, Nges Brian Njungle, Tengkai Gong, Michel A. Kinsy, Farinaz Koushanfar |
| 2024 | Tiny Deep Ensemble: Uncertainty Estimation in Edge AI Accelerators via Ensembling Normalization Layers with Shared Weights. | Soyed Tuhin Ahmed, Michael Hefenbrock, Mehdi B. Tahoori |
| 2024 | Extending High-Level Synthesis with AI/ML Methods. | Nicolas Bohm Agostini, Giovanni Gozzi, Michele Fiorito, Claudio Barone, Serena Curzel, Ankur Limaye, Marco Minutoli, Vito Giovanni Castellana, Joseph B. Manzano, Fabrizio Ferrandi, Antonino Tumeo |
| 2024 | A Framework for Explainable, Comprehensive, and Customizable Memory-Centric Workloads. | Mohamed Abuelala, Mohamed Hassan |
| 2024 | DiffSAT: Differential MaxSAT Layer for SAT Solving. | Yu Zhang, Hui-Ling Zhen, Mingxuan Yuan, Bei Yu |
| 2024 | PolarGate: Breaking the Functionality Representation Bottleneck of And-Inverter Graph Neural Network. | Jiawei Liu, Jianwang Zhai, Mingyu Zhao, Zhe Lin, Bei Yu, Chuan Shi |
| 2024 | Fast and Efficient 2-bit LLM Inference on GPU: 2/4/16-bit in a Weight Matrix with Asynchronous Dequantization. | Jinhao Li, Jiaming Xu, Shiyao Li, Shan Huang, Jun Liu, Yaoxiu Lian, Guohao Dai |
| 2024 | MARCA: Mamba Accelerator with Reconfigurable Architecture. | Jinhao Li, Shan Huang, Jiaming Xu, Jun Liu, Li Ding, Ningyi Xu, Guohao Dai |
| 2024 | Word-Level Augmentation of Formal Proof by Learning from Simulation Traces. | Zhiyuan Yan, Hongce Zhang |
| 2024 | Towards Energy-Aware Federated Learning via MARL: A Dual-Selection Approach for Model and Client. | Jun Xia, Yi Zhang, Yiyu Shi |
| 2024 | EPipe: Pipeline Inference Framework with High-quality Offline Parallelism Planning for Heterogeneous Edge Devices. | Yi Xiong, Weihong Liu, Rui Zhang, Yulong Zu, Zongwei Zhu, Xuehai Zhou |
| 2024 | AdaPI: Facilitating DNN Model Adaptivity for Efficient Private Inference in Edge Computing. | Tong Zhou, Jiahui Zhao, Yukui Luo, Xi Xie, Wujie Wen, Caiwen Ding, Xiaolin Xu |
| 2024 | GL0AM: GPU Logic Simulation Using 0-Delay and Re-simulation Acceleration Method. | Yanqing Zhang, Haoxing Ren, Brucek Khailany |
| 2024 | R-HLS: An IR for Dynamic High-Level Synthesis and Memory Disambiguation based on Regions and State Edges. | David Metz, Nico Reissmann, Magnus Sjlander |
| 2024 | Non-volatile Memory Technologies for Edge AI Applications. | Xiaoyu Sun, Win-San Khwa, Xiaochen Peng, Meng-Fan Chang, Kerem Akarvardar |
| 2024 | Customized Retrieval Augmented Generation and Benchmarking for EDA Tool Documentation QA. | Yuan Pu, Zhuolun He, Tairu Qiu, Haoyuan Wu, Bei Yu |
| 2024 | Foveated HDR: Efficient HDR Content Generation on Edge Devices Leveraging User's Visual Attention. | Ziyu Ying, Sandeepa Bhuyan, Yingtian Zhang, Yan Kang, Mahmut T. Kandemir, Chita R. Das |
| 2024 | Imaging, Computing, and Human Perception: Three Agents to Usher in the Autonomous Machine Computing Era. | Yuhao Zhu |