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Lookup Table Refactoring: Towards Efficient Logarithmic Number System Addition for Large Language Models 会议论文
2025 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE (DATE), Lyon, France, 31 March-2 April 2025
作者:  Xinkuang Geng;  Siting Liu;  Hui Wang;  Jie Han;  Honglan Jiang
Adobe PDF(663Kb)  |  收藏  |  浏览/下载：14/1  |  提交时间：2025/05/26
An SRAM-Based Stochastic Number Generator for Stochastic Computing 会议论文
2025 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, London
作者:  Shi H(施衡);  Yu ZK(余正坤);  Yang YM(杨雨梦);  Liu ST(刘思廷);  Tingting Zhang
Adobe PDF(2050Kb)  |  收藏  |  浏览/下载：34/1  |  提交时间：2025/04/27
Adaptive Separately Constrained Triplet Loss (A-SCTL) for High-Performance Triplet Networks 期刊论文
IEEE TRANSACTIONS ON NANOTECHNOLOGY, 2025, 卷号: 24
作者:  Wang, Ziheng;  Niknia, Farzad;  Liu, Shanshan;  Jiang, Honglan;  Liu, Siting
Adobe PDF(1283Kb)  |  收藏  |  浏览/下载：28/1  |  提交时间：2025/04/14
CUGEMM: Counter-Based Unary Computing Architecture for Energy-Efficient GEMM 会议论文
2025 62TH ACM/IEEE DESIGN AUTOMATION CONFERENCE (DAC)
作者:  Gong YT(龚雨陶);  Ni ZJ(倪兆君);  Ying KX(应铠秀);  Jiang HL(姜红兰);  Liu ST(刘思廷)
Adobe PDF(927Kb)  |  收藏  |  浏览/下载：41/5  |  提交时间：2025/05/12
QUQ: Quadruplet Uniform Quantization for Efficient Vision Transformer Inference 会议论文
PROCEEDINGS - DESIGN AUTOMATION CONFERENCE, San Francisco, CA, United states, June 23, 2024 - June 27, 2024
作者:  Geng, Xinkuang;  Liu, Siting;  Liu, Leibo;  Han, Jie;  Jiang, Honglan
Adobe PDF(860Kb)  |  收藏  |  浏览/下载：201/2  |  提交时间：2024/12/27
ApproxPilot: A GNN-based Accelerator Approximation Framework 预印本
2024
作者:  Zhang, Qing;  Liu, Cheng;  Liu, Siting;  Hui, Yajuan;  Li, Huawei
Adobe PDF(1755Kb)  |  收藏  |  浏览/下载：300/0  |  提交时间：2024/08/14
LDL-SCA: Linearized Deep Learning Side-Channel Attack Targeting Multi-tenant FPGAs 会议论文
PROCEEDINGS OF THE ACM GREAT LAKES SYMPOSIUM ON VLSI, GLSVLSI, Clearwater, FL, United states, June 12, 2024 - June 14, 2024
作者:  Zhu, Yankun;  Liu, Siting;  Yang, Liyu;  Zhou, Pingqiang
Adobe PDF(3319Kb)  |  收藏  |  浏览/下载：384/5  |  提交时间：2024/08/09
Can Stochastic Computing Truly Tolerate Bit Flips? 会议论文
PROCEEDINGS OF THE ACM GREAT LAKES SYMPOSIUM ON VLSI, GLSVLSI, Clearwater, FL, United states, June 12, 2024 - June 14, 2024
作者:  Wang, Yutong;  Ni, Zhaojun;  Liu, Siting
Adobe PDF(1993Kb)  |  收藏  |  浏览/下载：381/10  |  提交时间：2024/08/09
Compact Powers-of-Two: An Efficient Non-Uniform Quantization for Deep Neural Networks 会议论文
2024 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE), Valencia, Spain, 25-27 March 2024
作者:  Xinkuang Geng;  Siting Liu;  Jianfei Jiang;  Kai Jiang;  Honglan Jiang
Adobe PDF(407Kb)  |  收藏  |  浏览/下载：282/2  |  提交时间：2024/06/17
From Multipliers to Integrators: a Survey of Stochastic Computing Primitives 期刊论文
IEEE TRANSACTIONS ON NANOTECHNOLOGY, 2024, 卷号: PP, 期号: 99, 页码: 238-249
作者:  Shanshan Liu;  Josep L. Rosselló;  Siting Liu;  Xiaochen Tang;  Joan Font-Rosselló
Adobe PDF(1184Kb)  |  收藏  |  浏览/下载：312/2  |  提交时间：2024/03/29
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