| 2023 | A Cost-Efficient Failure-Tolerant Scheme for Distributed DNN Training. | Menglei Chen, Yu Hua, Rong Bai, Jianming Huang |
| 2023 | MultiFuse: Efficient Cross Layer Fusion for DNN Accelerators with Multi-level Memory Hierarchy. | Chia-Wei Chang, Jing-Jia Liou, Chih-Tsun Huang, Wei-Chung Hsu, Juin-Ming Lu |
| 2023 | Resonant Compute-In-Memory (rCIM) 10T SRAM Macro for Boolean Logic. | Dhandeep Challagundla, Ignatius Bezzam, Biprangshu Saha, Riadul Islam |
| 2023 | A DSP shared is a DSP earned: HLS Task-Level Multi-Pumping for High-Performance Low-Resource Designs. | Giovanni Brignone, Mihai T. Lazarescu, Luciano Lavagno |
| 2023 | FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning. | Sofiane Bouaziz, Hadjer Benmeziane, Youcef Imine, Leila Hamdad, Smal Niar, Hamza Ouarnoughi |
| 2023 | DCR: Decomposition-Aware Column Re-Mapping for Stuck-At-Fault Tolerance in ReRAM Arrays. | Hyeonsu Bang, Kang Eun Jeon, Johnny Rhe, Jong Hwan Ko |
| 2023 | REMU: Enabling Cost-Effective Checkpointing and Deterministic Replay in FPGA-based Emulation. | Yuxiao Chen, Yisong Chang, Ke Zhang, Mingyu Chen, Yungang Bao |
| 2023 | SMRTS: A Performance and Cost-Effectiveness Optimized SSD-SMR Tiered File System with Data Deduplication. | Zhichao Cao, Hao Wen, Fenggang Wu, David H. C. Du |
| 2023 | Enhancing Virtual Distillation with Circuit Cutting for Quantum Error Mitigation. | Peiyi Li, Ji Liu, Hrushikesh Pramod Patil, Paul D. Hovland, Huiyang Zhou |
| 2023 | Locality-aware Speculative Cache for Fast Partial Updates in Erasure-Coded Cloud Clusters. | Hai Zhou, Yuchong Hu, Dan Feng, Wei Wang, Huadong Huang |
| 2022 | A Multi-Factor Adaptive Multi-Level Cooperative Replacement Policy in Block Storage Systems. | Yang Zhou, Fang Wang, Zhan Shi, Dan Feng |
| 2022 | FSA: An Efficient Fault-tolerant Systolic Array-based DNN Accelerator Architecture. | Yingnan Zhao, Ke Wang, Ahmed Louri |
| 2022 | Power-Performance Characterization of TinyML Systems. | Yujie Zhang, Dhananjaya Wijerathne, Zhaoying Li, Tulika Mitra |
| 2022 | HaLSM: A Hotspot-aware LSM-tree based Key-Value Storage Engine. | Jianshun Zhang, Fang Wang, Chao Dong |
| 2022 | LAK: A Low-Overhead Lock-and-Key Based Schema for GPU Memory Safety. | Chaochao Zhang, Rui Hou |
| 2022 | Energy-efficient Oriented Approximate Quantization Scheme for Fine-Grained Sparse Neural Network Acceleration. | Tianyang Yu, Bi Wu, Ke Chen, Chenggang Yan, Weiqiang Liu |
| 2022 | A Focused Garbage Collection Approach for Primary Deduplicated Storage with Low Memory Overhead. | Jingsong Yuan, Xiangyu Zou, Han Xu, Zhichao Cao, Shiyi Li, Wen Xia, Peng Wang, Li Chen |
| 2022 | FHAM: FPGA-based High-Efficiency Approximate Multipliers via LUT Encoding. | Shangshang Yao, Liang Zhang |
| 2022 | BP-Im2col: Implicit Im2col Supporting AI Backpropagation on Systolic Arrays. | Jianchao Yang, Mei Wen, Junzhong Shen, Yasong Cao, Minjin Tang, Renyu Yang, Jiawei Fei, Chunyuan Zhang |
| 2022 | Tear Up the Bubble Boom: Lessons Learned From a Deep Learning Research and Development Cluster. | Zehua Yang, Zhisheng Ye, Tianhao Fu, Jing Luo, Xiong Wei, Yingwei Luo, Xiaolin Wang, Zhenlin Wang, Tianwei Zhang |
| 2022 | Sparkle: A High Efficient Sparse Matrix Multiplication Accelerator for Deep Learning. | Shiyao Xu, Jingfei Jiang, Jinwei Xu, Chaorun Liu, Yuanhong He, Xiaohang Liu, Lei Gao |
| 2022 | AOME: Autonomous Optimal Mapping Exploration Using Reinforcement Learning for NoC-based Accelerators Running Neural Networks. | Yongqi Xue, Jinlun Ji, Xinyi Li, Siyue Li, Shize Zhou, Tong Cheng, Li Li, Yuxiang Fu |
| 2022 | SoftSSD: Software-defined SSD Development Platform for Rapid Flash Firmware Prototyping. | Jin Xue, Renhai Chen, Zili Shao |
| 2022 | ZNSKV: Reducing Data Migration in LSMT-Based KV Stores on ZNS SSDs. | Denghui Wu, Biyong Liu, Wei Zhao, Wei Tong |
| 2022 | Fault Localization for Hardware Design Code with Time-Aware Program Spectrum. | Jiang Wu, Zhuo Zhang, Deheng Yang, Xiankai Meng, Jiayu He, Xiaoguang Mao, Yan Lei |