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2020 – today
- 2024
- [j14]Haobin Meng, Jing Zhang, Zhen Zheng, Yongyu Song, Yuequn Lai:
Classification of inland lake water quality levels based on Sentinel-2 images using convolutional neural networks and spatiotemporal variation and driving factors of algal bloom. Ecol. Informatics 80: 102549 (2024) - [j13]Chengjun Wang, Zhen Zheng, Bingting Zha, Haojie Li:
Fast Robust Point Cloud Registration Based on Compatibility Graph and Accelerated Guided Sampling. Remote. Sens. 16(15): 2789 (2024) - [j12]Chunman Yan, Zhen Zheng:
Multi-task aided face recognition network with convolution kernel spatial collaboration. Signal Image Video Process. 18(4): 3361-3372 (2024) - [c25]Kezhao Huang
, Jidong Zhai
, Liyan Zheng
, Haojie Wang
, Yuyang Jin
, Qihao Zhang
, Runqing Zhang
, Zhen Zheng
, Youngmin Yi
, Xipeng Shen
:
WiseGraph: Optimizing GNN with Joint Workload Partition of Graph and Operations. EuroSys 2024: 1-17 - [c24]Donglin Zhuang, Zhen Zheng, Haojun Xia, Xiafei Qiu, Junjie Bai, Wei Lin, Shuaiwen Leon Song:
MonoNN: Enabling a New Monolithic Optimization Space for Neural Network Inference Tasks on Modern GPU-Centric Architectures. OSDI 2024: 989-1005 - [c23]Haojun Xia, Zhen Zheng, Xiaoxia Wu, Shiyang Chen, Zhewei Yao, Stephen Youn, Arash Bakhtiari, Michael Wyatt, Donglin Zhuang, Zhongzhu Zhou, Olatunji Ruwase, Yuxiong He, Shuaiwen Leon Song:
Quant-LLM: Accelerating the Serving of Large Language Models via FP6-Centric Algorithm-System Co-Design on Modern GPUs. USENIX ATC 2024: 699-713 - [i9]Haojun Xia, Zhen Zheng, Xiaoxia Wu, Shiyang Chen, Zhewei Yao, Stephen Youn, Arash Bakhtiari, Michael Wyatt, Donglin Zhuang, Zhongzhu Zhou, Olatunji Ruwase, Yuxiong He, Shuaiwen Leon Song:
FP6-LLM: Efficiently Serving Large Language Models Through FP6-Centric Algorithm-System Co-Design. CoRR abs/2401.14112 (2024) - 2023
- [j11]Zhen Zheng
, Zaifeng Pan
, Dalin Wang
, Kai Zhu
, Wenyi Zhao
, Tianyou Guo
, Xiafei Qiu
, Minmin Sun
, Junjie Bai
, Feng Zhang
, Xiaoyong Du
, Jidong Zhai
, Wei Lin
:
BladeDISC: Optimizing Dynamic Shape Machine Learning Workloads via Compiler Approach. Proc. ACM Manag. Data 1(3): 206:1-206:29 (2023) - [j10]Haojun Xia, Zhen Zheng, Yuchao Li, Donglin Zhuang, Zhongzhu Zhou, Xiafei Qiu, Yong Li, Wei Lin, Shuaiwen Leon Song:
Flash-LLM: Enabling Low-Cost and Highly-Efficient Large Generative Model Inference With Unstructured Sparsity. Proc. VLDB Endow. 17(2): 211-224 (2023) - [j9]Jinbo Huang
, Zhen Zheng, Yu Zhou, Yuran Tan, Chengjun Wang, Guangbo Xu
, Bingting Zha:
Magnetic Anomaly Detection Based on a Compound Tri-Stable Stochastic Resonance System. Sensors 23(22): 9293 (2023) - [j8]Feng Zhang
, Ruofan Wu
, Jiawei Guan
, Zhen Zheng
, Xiaoguang Guo
, Xiao Zhang
, Xiaoyong Du
, Xipeng Shen
:
Expanding the Edge: Enabling Efficient Winograd CNN Inference With Deep Reuse on Edge Device. IEEE Trans. Knowl. Data Eng. 35(10): 10181-10196 (2023) - [c22]Zaifeng Pan
, Zhen Zheng
, Feng Zhang
, Ruofan Wu
, Hao Liang
, Dalin Wang
, Xiafei Qiu
, Junjie Bai
, Wei Lin
, Xiaoyong Du
:
RECom: A Compiler Approach to Accelerating Recommendation Model Inference with Massive Embedding Columns. ASPLOS (4) 2023: 268-286 - [i8]Shiwei Zhang, Lansong Diao, Siyu Wang, Zongyan Cao, Yiliang Gu, Chang Si, Ziji Shi, Zhen Zheng, Chuan Wu, Wei Lin:
Auto-Parallelizing Large Models with Rhino: A Systematic Approach on Production AI Platform. CoRR abs/2302.08141 (2023) - [i7]Haojun Xia, Zhen Zheng, Yuchao Li, Donglin Zhuang, Zhongzhu Zhou, Xiafei Qiu, Yong Li, Wei Lin, Shuaiwen Leon Song:
Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity. CoRR abs/2309.10285 (2023) - [i6]Xiaoxia Wu, Haojun Xia, Stephen Youn, Zhen Zheng, Shiyang Chen, Arash Bakhtiari, Michael Wyatt, Reza Yazdani Aminabadi, Yuxiong He, Olatunji Ruwase, Leon Song, Zhewei Yao:
ZeroQuant(4+2): Redefining LLMs Quantization with a New FP6-Centric Strategy for Diverse Generative Tasks. CoRR abs/2312.08583 (2023) - 2022
- [j7]Zhen Zheng, Shilin Wu, Qinxia Huang, Jun Yang:
Research on localisation algorithm of large irregular workpiece for industrial robot. Int. J. Comput. Sci. Math. 15(1): 30-42 (2022) - [j6]Zhen Zheng
, Bingting Zha, Yu Zhou, Jinbo Huang
, Youshi Xuchen, He Zhang:
Single-Stage Adaptive Multi-Scale Point Cloud Noise Filtering Algorithm Based on Feature Information. Remote. Sens. 14(2): 367 (2022) - [j5]Xiaodong Yi
, Shiwei Zhang
, Lansong Diao, Chuan Wu
, Zhen Zheng, Shiqing Fan, Siyu Wang, Jun Yang, Wei Lin:
Optimizing DNN Compilation for Distributed Training With Joint OP and Tensor Fusion. IEEE Trans. Parallel Distributed Syst. 33(12): 4694-4706 (2022) - [c21]Zhen Zheng, Xuanda Yang, Pengzhan Zhao, Guoping Long, Kai Zhu, Feiwen Zhu, Wenyi Zhao, Xiaoyong Liu, Jun Yang, Jidong Zhai, Shuaiwen Leon Song, Wei Lin:
AStitch: enabling a new multi-dimensional optimization space for memory-intensive ML training and inference on modern SIMT architectures. ASPLOS 2022: 359-373 - [c20]Xianyan Jia, Le Jiang, Ang Wang, Wencong Xiao, Ziji Shi, Jie Zhang, Xinyuan Li, Langshi Chen, Yong Li, Zhen Zheng, Xiaoyong Liu, Wei Lin:
Whale: Efficient Giant Model Training over Heterogeneous GPUs. USENIX ATC 2022: 673-688 - [c19]Ruofan Wu
, Feng Zhang, Jiawei Guan, Zhen Zheng, Xiaoyong Du, Xipeng Shen
:
DREW: Efficient Winograd CNN Inference with Deep Reuse. WWW 2022: 1807-1816 - [i5]Xiaodong Yi, Shiwei Zhang, Lansong Diao, Chuan Wu, Zhen Zheng, Shiqing Fan, Siyu Wang, Jun Yang, Wei Lin:
Optimizing DNN Compilation for Distributed Training with Joint OP and Tensor Fusion. CoRR abs/2209.12769 (2022) - 2021
- [j4]Ke Li, Shilin Wu, Qinxia Huang, Zhen Zheng:
Research on point cloud generation algorithm of virtual depth camera. Int. J. Wirel. Mob. Comput. 20(1): 62-69 (2021) - [c18]Kai Zhu, Wenyi Zhao, Zhen Zheng, Tianyou Guo
, Pengzhan Zhao, Junjie Bai, Jun Yang, Xiaoyong Liu, Lansong Diao, Wei Lin:
DISC: A Dynamic Shape Compiler for Machine Learning Workloads. EuroMLSys@EuroSys 2021: 89-95 - [c17]Kezhao Huang, Jidong Zhai, Zhen Zheng, Youngmin Yi, Xipeng Shen:
Understanding and bridging the gaps in current GNN performance optimizations. PPoPP 2021: 119-132 - [c16]Shiqing Fan, Yi Rong, Chen Meng, Zongyan Cao, Siyu Wang, Zhen Zheng, Chuan Wu
, Guoping Long, Jun Yang, Lixue Xia, Lansong Diao, Xiaoyong Liu, Wei Lin:
DAPPLE: a pipelined data parallel approach for training large models. PPoPP 2021: 431-445 - [c15]Ruofan Wu
, Feng Zhang, Zhen Zheng, Xiaoyong Du, Xipeng Shen:
Exploring deep reuse in winograd CNN inference. PPoPP 2021: 483-484 - [i4]Kai Zhu, Wenyi Zhao, Zhen Zheng, Tianyou Guo, Pengzhan Zhao, Junjie Bai, Jun Yang, Xiaoyong Liu, Lansong Diao, Wei Lin:
DISC: A Dynamic Shape Compiler for Machine Learning Workloads. CoRR abs/2103.05288 (2021) - 2020
- [j3]Zhen Zheng
, Bingting Zha, Hailu Yuan, Youshi Xuchen, Yanliang Gao, He Zhang:
Adaptive Edge Detection Algorithm Based on Improved Grey Prediction Model. IEEE Access 8: 102165-102176 (2020) - [c14]Chanyoung Oh, Zhen Zheng, Xipeng Shen
, Jidong Zhai, Youngmin Yi:
GOPipe: A Granularity-Oblivious Programming Framework for Pipelined Stencil Executions on GPU. PACT 2020: 43-54 - [c13]Xiaodong Yi
, Shiwei Zhang, Ziyue Luo, Guoping Long, Lansong Diao, Chuan Wu
, Zhen Zheng, Jun Yang, Wei Lin:
Optimizing distributed training deployment in heterogeneous GPU clusters. CoNEXT 2020: 93-107 - [i3]Shiqing Fan, Yi Rong
, Chen Meng, Zongyan Cao, Siyu Wang, Zhen Zheng, Chuan Wu, Guoping Long, Jun Yang, Lixue Xia, Lansong Diao, Xiaoyong Liu, Wei Lin:
DAPPLE: A Pipelined Data Parallel Approach for Training Large Models. CoRR abs/2007.01045 (2020) - [i2]Siyu Wang, Yi Rong
, Shiqing Fan, Zhen Zheng, Lansong Diao, Guoping Long, Jun Yang, Xiaoyong Liu, Wei Lin:
Auto-MAP: A DQN Framework for Exploring Distributed Execution Plans for DNN Workloads. CoRR abs/2007.04069 (2020) - [i1]Zhen Zheng, Pengzhan Zhao, Guoping Long, Feiwen Zhu, Kai Zhu, Wenyi Zhao, Lansong Diao, Jun Yang, Wei Lin:
FusionStitching: Boosting Memory Intensive Computations for Deep Learning Workloads. CoRR abs/2009.10924 (2020)
2010 – 2019
- 2019
- [j2]Zhen Zheng
, Bingting Zha, Youshi Xuchen, Hailu Yuan, Yanliang Gao, He Zhang:
Adaptive Edge Detection Algorithm Based on Grey Entropy Theory and Textural Features. IEEE Access 7: 92943-92954 (2019) - [j1]Hua Mao, Zhen Zheng:
The construction of fuzzy concept lattice based on weighted complete graph. J. Intell. Fuzzy Syst. 36(6): 5797-5805 (2019) - [c12]Zhen Zheng, Chanyoung Oh, Jidong Zhai, Xipeng Shen
, Youngmin Yi, Wenguang Chen:
HiWayLib: A Software Framework for Enabling High Performance Communications for Heterogeneous Pipeline Computations. ASPLOS 2019: 153-166 - [c11]Chanyoung Oh, Zhen Zheng, Xipeng Shen
, Jidong Zhai, Youngmin Yi:
GOPipe: a granularity-oblivious programming framework for pipelined stencil executions on GPU. PPoPP 2019: 431-432 - 2018
- [c10]Hailu Yuan, Bingting Zha, Zhen Zheng, Deli Wang:
Optimization design of multi-sided reflecting prism in laser line scanning imaging system. ICIA 2018: 275-280 - [c9]Zhen Zheng
, Bingting Zha, Youshi Xuchen, Hailu Yuan:
Design of Combined Receiving Lens for Panoramic Laser Fuze Detection. ICIA 2018: 281-285 - [c8]Bingting Zha, Youshi Xuchen, Zhen Zheng:
The Influence of Cambered Optical Fairing on the Light Beam of Underwater Laser Fuze. ICIA 2018: 1344-1349 - 2017
- [c7]Zhen Zheng, Chanyoung Oh, Jidong Zhai, Xipeng Shen
, Youngmin Yi, Wenguang Chen:
Versapipe: a versatile programming framework for pipelined computing on GPU. MICRO 2017: 587-599 - 2016
- [c6]Haohuan Fu, Junfeng Liao, Wei Xue, Lanning Wang, Dexun Chen, Long Gu, Jinxiu Xu, Nan Ding, Xinliang Wang, Conghui He, Shizhen Xu, Yishuang Liang, Jiarui Fang
, Yuanchao Xu
, Weijie Zheng
, Jingheng Xu, Zhen Zheng, Wanjing Wei, Xu Ji, He Zhang, Bingwei Chen, Kaiwei Li, Xiaomeng Huang, Wenguang Chen, Guangwen Yang:
Refactoring and optimizing the community atmosphere model (CAM) on the sunway taihulight supercomputer. SC 2016: 969-980 - 2014
- [c5]Qiang Duan, Zhen Zheng:
Holistic Modeling and Performance Evaluation for Converged Network-Cloud Service Provisioning. AINA 2014: 978-984 - 2013
- [c4]Lijuan Xu, Kai Niu, Zhiqiang He, Wenbo Xu, Zhen Zheng:
MIMO channel estimation based on distributed compressed sensing for LTE-advanced. ICICS 2013: 1-5 - 2012
- [c3]Wenjian Qin
, Tiexiang Wen, Zhen Zheng, Zhicheng Li
, Weisong Li, Xiang Fang, Ying Ji, Jia Gu:
A pilot study on simulation of Ultrasound from MRI using ray-based model. BHI 2012: 632-635 - [c2]Zhen Zheng, Manchun Tan, Qunfang Wang:
Hybrid Synchronization of Two Delayed Systems with Uncertain Parameters. ISNN (1) 2012: 285-292
2000 – 2009
- 2006
- [c1]Zhen Zheng, Yan-Xin Zhang:
Illumination Variation in Images in Independent Component Analysis and Principal Component Analysis Subspaces. ISDA (2) 2006: 724-729
Coauthor Index
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