| 2022 | Accelerating Hybrid Quantized Neural Networks on Multi-tenant Cloud FPGA. | Danielle Tchuinkou Kwadjo, Erman Nghonda Tchinda, Joel Mandebi Mbongue, Christophe Bobda |
| 2022 | ES4D: Accelerating Exact Similarity Search for High-Dimensional Vectors via Vector Slicing and In-SSD Computation. | Juhwan Kim, Jongseon Seo, Jonghyeok Park, Sang-Won Lee, Hongchan Roh, Hyungmin Cho |
| 2022 | Supporting Dynamic Translation Granularity for Hybrid Memory Systems. | Bokyeong Kim, Soojin Hwang, Sanghoon Cha, Chang Hyun Park, Jongse Park, Jaehyuk Huh |
| 2022 | csRNA: Connection-Scalable RDMA NIC Architecture in Datacenter Environment. | Ning Kang, Zhan Wang, Fan Yang, Xiaoxiao Ma, Zhenlong Ma, Guojun Yuan, Guangming Tan |
| 2022 | GRPU: An Efficient Graph-based Cross-Rack Parallel Update Scheme for Cloud Storage Systems. | Ranhao Jia, Haiwei Deng, Yunfei Gu, Huangzhen Xue, Chentao Wu, Shiyi Li, Jie Li, Guangtao Xue, Minyi Guo |
| 2022 | NapFS: A High-Performance NUMA-Aware PM File System. | Wenqing Jia, Dejun Jiang, Jin Xiong |
| 2022 | Efficient Finite State Machine Encoding for Defending Against Laser Fault Injection Attacks. | Aruna Jayasena, Khushboo Rani, Prabhat Mishra |
| 2022 | Hyperdimensional Hybrid Learning on End-Edge-Cloud Networks. | Mariam Issa, Sina Shahhosseini, Yang Ni, Tianyi Hu, Danny Abraham, Amir M. Rahmani, Nikil D. Dutt, Mohsen Imani |
| 2022 | NeuroFabric: Hardware and ML Model Co-Design for A Priori Sparse Neural Network Training. | Mihailo Isakov, Michel A. Kinsy |
| 2022 | Cost-Aware TVM (CAT) Tensorization for Modern Deep Learning Accelerators. | Yahang Hu, Yaohua Wang, Xiaoqiang Dan, Xiao Hu, Fei Liu, Jinpeng Li |
| 2022 | On the Design of Quantum Graph Convolutional Neural Network in the NISQ-Era and Beyond. | Zhirui Hu, Jinyang Li, Zhenyu Pan, Shanglin Zhou, Lei Yang, Caiwen Ding, Omer Khan, Tong Geng, Weiwen Jiang |
| 2022 | Collate: Collaborative Neural Network Learning for Latency-Critical Edge Systems. | Shuo Huai, Di Liu, Hao Kong, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin |
| 2022 | Breakthrough to Adaptive and Cost-Aware Hardware-Assisted Zero-Day Malware Detection: A Reinforcement Learning-Based Approach. | Zhangying He, Hosein Mohammadi Makrani, Setareh Rafatirad, Houman Homayoun, Hossein Sayadi |
| 2022 | HPMA-Saber: High-Performance Polynomial Multiplication Accelerator for KEM Saber. | Pengzhou He, Tianyou Bao, Yazheng Tu, Jiafeng Xie |
| 2022 | Towards Real-Time Temporal Graph Learning. | Deniz Gurevin, Mohsin Shan, Tong Geng, Weiwen Jiang, Caiwen Ding, Omer Khan |
| 2022 | Purlin: A Versatile Toolkit for the Generation and Simulation of On-Chip Networks. | Yijiang Guo, Xinming Wei, Jiaxi Zhang, Guojie Luo |
| 2022 | Accelerating Garbage Collection of 3D Flash Memory via Exploiting Inter-Channel Parallelism. | Hongbin Gong, Zhirong Shen, Jiwu Shu |
| 2022 | Hardware Efficient FIR Filter Architectures Using Accurate Unary Stochastic Computing. | Kamyar Givaki, Ahmad Khonsari, M. Hossein Gholamrezaei, Dara Rahmati, Saeid Gorgin |
| 2022 | A Hybrid Spin-CMOS Flash ADC based on Spin Hall Effect and Spin Transfer Torque. | Hamdam Ghanatian, Hooman Farkhani, Farshad Moradi |
| 2022 | A Study of STT-RAM-based In-Memory Computing Across the Memory Hierarchy. | Dhruv Gajaria, Kevin Antony Gomez, Tosiron Adegbija |
| 2022 | Enhancing GPU Performance via Neighboring Directory Table Based Inter-TLB Sharing. | Yajuan Du, Mingyang Liu, Yuqi Yang, Mingzhe Zhang, Xulong Tang |
| 2022 | RMMIO: Enabling Reliable Memory-Mapped I/O for Persistent Memory Systems. | Bo Ding, Wei Tong, Yu Hua, Zhangyu Chen, Xueliang Wei, Dan Feng |
| 2022 | Reexamining CGRA Memory Sub-system for Higher Memory Utilization and Performance. | Lei Dai, Ying Wang, Cheng Liu, Fuping Li, Huawei Li, Xiaowei Li |
| 2022 | SOMALib: Library of Exact and Approximate Activation Functions for Hardware-efficient Neural Network Accelerators. | Prashanth H. C., Madhav Rao |
| 2022 | DNNCloak: Secure DNN Models Against Memory Side-channel Based Reverse Engineering Attacks. | Yuezhi Che, Rujia Wang |