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2020 – today
- 2024
[j15]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)- [j14]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) - [j13]Xinyu Chen, Xiao Luo, Zeyu Xie, Defang Zhao, Zhen Zheng, Xiaodong Sun:
Research on Pedestrian and Cyclist Classification Method Based on Micro-Doppler Effect. Sensors 24(19): 6398 (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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