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Make LLM Inference Affordable to Everyone: Augmenting GPU Memory with NDP-DIMM 会议论文
2025 IEEE INTERNATIONAL SYMPOSIUM ON HIGH PERFORMANCE COMPUTER ARCHITECTURE (HPCA), Las Vegas, NV, USA, 1-5 March 2025
作者:  Lian Liu;  Shixin Zhao;  Bing Li;  Haimeng Ren;  Zhaohui Xu
Adobe PDF(1300Kb)  |  收藏  |  浏览/下载：31/1  |  提交时间：2025/04/14
Accelerating Mini-batch HGNN Training by Reducing CUDA Kernels 会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Macau, China, October 29, 2024 - October 31, 2024
作者:  Wu, Meng;  Qiu, Jingkai;  Yan, Mingyu;  Li, Wenming;  Zhang, Yang
收藏  |  浏览/下载：334/0  |  提交时间：2025/03/14
COMET: Towards Practical W4A4KV4 LLMs Serving 会议论文
INTERNATIONAL CONFERENCE ON ARCHITECTURAL SUPPORT FOR PROGRAMMING LANGUAGES AND OPERATING SYSTEMS - ASPLOS, Rotterdam, Netherlands, March 30, 2025 - April 3, 2025
作者:  Liu, Lian;  Cheng, Long;  Ren, Haimeng;  Xu, Zhaohui;  Pan, Yudong
Adobe PDF(2187Kb)  |  收藏  |  浏览/下载：35/1  |  提交时间：2025/05/09
An FPGA Accelerator for 3D Cone-beam Sparse-view Computed Tomography Reconstruction 会议论文
2024 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE CIRCUITS AND SYSTEMS, Abu Dhabi, United Arab Emirates, 22-25 April 2024
作者:  Gu YH(顾雨涵);  Wu Q(吴晴);  Yuan ZC(袁哲晨);  Zhang XY(张湘煜);  Su WY(苏文艳)
Adobe PDF(2638Kb)  |  收藏  |  浏览/下载：326/3  |  提交时间：2024/05/30
Portus: Efficient DNN Checkpointing to Persistent Memory with Zero-Copy 会议论文
2024 IEEE 44TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS), Jersey City, NJ, USA, 23-26 July 2024
作者:  Yuanhao Li;  Tianyuan Wu;  Guancheng Li;  Yanjie Song;  Shu Yin
Adobe PDF(1359Kb)  |  收藏  |  浏览/下载：332/12  |  提交时间：2024/08/26
An Energy-Efficient Stream-Based FPGA Implementation of Feature Extraction Algorithm for LiDAR Point Clouds With Effective Local-Search 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I: REGULAR PAPERS, 2023, 卷号: 70, 期号: 1, 页码: 1-13
作者:  Sun, Hao;  Deng, Qi;  Liu, Xinzhe;  Shu, Yuhao;  Ha, Yajun
Adobe PDF(3454Kb)  |  收藏  |  浏览/下载：542/0  |  提交时间：2022/11/25
Critique of MemXCT: memory-centric X-ray CT reconstruction with massive parallelization by SCC Team from ShanghaiTech University 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 9, 页码: 2047-2049
作者:  Yuchen Liu;  Yixuan Meng;  Kaiyuan Xu;  Zijun Xu;  Tianyuan Wu
Adobe PDF(946Kb)  |  收藏  |  浏览/下载：523/0  |  提交时间：2021/12/17
Cache-locality Based Adaptive Warp Scheduling for Neural Network Acceleration on GPGPUs 会议论文
INTERNATIONAL SYSTEM ON CHIP CONFERENCE, Belfast, Northern Ireland, United kingdom, September 5, 2022 - September 8, 2022
作者:  Hu, Weiming;  Zhou, Yi;  Quan, Ying;  Wang, Yuanfeng;  Lou, Xin
Adobe PDF(1352Kb)  |  收藏  |  浏览/下载：367/0  |  提交时间：2022/11/11
Critique of A Parallel Framework for Constraint-Based Bayesian Network Learning via Markov Blanket Discovery by SCC Team from ShanghaiTech University 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 34, 期号: 6, 页码: 1-4
作者:  Li, Guancheng;  Cao, Songhui;  Zhao, Chuyi;  Zhang, Siyuan;  Ji, Yuchen
Adobe PDF(409Kb)  |  收藏  |  浏览/下载：383/9  |  提交时间：2022/09/30
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