| 2023 | GNNHLS: Evaluating Graph Neural Network Inference via High-Level Synthesis. | Chenfeng Zhao, Zehao Dong, Yixin Chen, Xuan Zhang, Roger D. Chamberlain |
| 2023 | SFDoP: A Scalable Fused BFloat16 Dot-Product Architecture for DNN. | Jing Zhang, Hongbing Tan, Libo Huang |
| 2023 | HyAcc: A Hybrid CAM-MAC RRAM-based Accelerator for Recommendation Model. | Xuan Zhang, Zhuoran Song, Xing Li, Zhezhi He, Li Jiang, Naifeng Jing, Xiaoyao Liang |
| 2023 | Re-compact: Structured Pruning and SpMM Kernel Co-design for Accelerating DNNs on GPUs. | Yuling Zhang, Ao Ren, Xianzhang Chen, Qiu Lin, Yujuan Tan, Duo Liu |
| 2023 | Morpheus: An Adaptive DRAM Cache with Online Granularity Adjustment for Disaggregated Memory. | Xu Zhang, Tianyue Lu, Yisong Chang, Ke Zhang, Mingyu Chen |
| 2023 | HF-LDPC: HLS-friendly QC-LDPC FPGA Decoder with High Throughput and Flexibility. | Yifan Zhang, Qiang Cao, Shaohua Wang, Jie Yao, Hong Jiang |
| 2023 | HyF2FS: A Filesystem to Fully Exploit the Parallelism of Hybrid Storage. | Jintong Zhang, Jianxi Chen, Kezheng Liu, Yongkang Zhuo, Panfei Yuan |
| 2023 | Tailoring CUTLASS GEMM using Supervised Learning. | Yongseung Yu, Donghyun Son, Younghyun Lee, Sunghyun Park, Giha Ryu, Myeongjin Cho, Jiwon Seo, Yongjun Park |
| 2023 | ACCO: Automated Causal CNN Scheduling Optimizer for Real-Time Edge Accelerators. | Jun Yin, Linyan Mei, Andre Guntoro, Marian Verhelst |
| 2023 | Polyform: A Versatile Architecture for Multi-DNN Execution via Spatial and Temporal Acceleration. | Lingxiang Yin, Amir Ghazizadeh, Shilin Tian, Ahmed Louri, Hao Zheng |
| 2023 | ImprLM: An Improved Logarithmic Multiplier Design Approach via Iterative Linear-Compensation and Modified Dynamic Segment. | Shangshang Yao, Li Shen |
| 2023 | HyperMetric: Robust Hyperdimensional Computing on Error-prone Memories using Metric Learning. | Weihong Xu, Viji Swaminathan, Sumukh Pinge, Sean Fuhrman, Tajana Rosing |
| 2023 | Releasing the Potential of Tensor Core for Unstructured SpMM using Tiled-CSR Format. | Zeyu Xue, Mei Wen, Zhaoyun Chen, Yang Shi, Minjin Tang, Jianchao Yang, Zhongdi Luo |
| 2023 | Accelerating Persistent Hash Indexes via Reducing Negative Searches. | Renzhi Xiao, Hong Jiang, Dan Feng, Yuchong Hu, Wei Tong, Kang Liu, Yucheng Zhang, Xueliang Wei, Zhengtao Li |
| 2023 | PMA: A Persistent Memory Allocator with High Efficiency and Crash Consistency Guarantee. | Xiangyu Xiang, Yu Hua, Hao Xu |
| 2023 | BIRD: A Lightweight and Adaptive Compressor for Communication-Efficient Distributed Learning Using Tensor-wise Bi-Random Sampling. | Donglei Wu, Weihao Yang, Cai Deng, Xiangyu Zou, Shiyi Li, Wen Xia |
| 2023 | Alleviating Transfer Latency in DataFlow Accelerator for DSP Applications. | Haibin Wu, Wenming Li, Zhihua Fan, Zhen Wang, Tianyu Liu, Junying Huang, Shengzhong Tang, Yanhuan Liu, Kunming Zhang, Xiaochun Ye, Dongrui Fan |
| 2023 | FM-P2L: An Algorithm Hardware Co-design of Fixed-Point MSBs with Power-of-2 LSBs in CNN Accelerators. | Jun-Shen Wu, Ren-Shuo Liu |
| 2023 | K8sES: Optimizing Kubernetes with Enhanced Storage Service-Level Objectives. | Hao Wen, Zhichao Cao, Bingzhe Li, David H. C. Du, Ayman Abouelwafa, Doug Voigt, Shiyong Liu, Jim Diehl, Fenggang Wu |
| 2023 | FlexZNS: Building High-Performance ZNS SSDs with Size-Flexible and Parity-Protected Zones. | Yu Wang, You Zhou, Zhonghai Lu, Xiaoyi Zhang, Kun Wang, Feng Zhu, Shu Li, Changsheng Xie, Fei Wu |
| 2023 | RealArch: A Real-Time Scheduler for Mapping Multi-Tenant DNNs on Multi-Core Accelerators. | Xuhang Wang, Zhuoran Song, Xiaoyao Liang |
| 2023 | DEQ: Dynamic Element-wise Quantization for Efficient Attention Architecture. | Xuhang Wang, Zhuoran Song, Qiyue Huang, Xiaoyao Liang |
| 2023 | Exploiting and Enhancing Computation Latency Variability for High-Performance Time-Domain Computing-in-Memory Neural Network Accelerators. | Chia-Chun Wang, Yun-Chen Lo, Jun-Shen Wu, Yu-Chih Tsai, Chia-Cheng Chang, Tsen-Wei Hsu, Min-Wei Chu, Chuan-Yao Lai, Ren-Shuo Liu |
| 2023 | NTTFusion: Efficient Number Theoretic Transform Acceleration on GPUs. | Zhiwei Wang, Peinan Li, Rui Hou, Dan Meng |
| 2023 | STAG: Enabling Low Latency and Low Staleness of GNN-based Services with Dynamic Graphs. | Jiawen Wang, Quan Chen, Deze Zeng, Zhuo Song, Chen Chen, Minyi Guo |