Zhen Zheng

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 43

Top Topics

Edge Detection Algorithm

Machine Learning

Top Venues

Publications

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)
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 (2024)
Chunman Yan, Zhen Zheng
Multi-task aided face recognition network with convolution kernel spatial collaboration. Signal Image Video Process. 18 (4) (2024)
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)
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)
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 (2024)
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) (2024)
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) (2023)
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) (2023)
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 (2023)
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) (2023)
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) (2023)
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)
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 (2023)
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 (2023)
Ruofan Wu, Feng Zhang, Jiawei Guan, Zhen Zheng, Xiaoyong Du, Xipeng Shen
DREW: Efficient Winograd CNN Inference with Deep Reuse. WWW (2022)
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) (2022)
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 Annual Technical Conference (2022)
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 (2022)
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)
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) (2022)
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) (2022)
Ruofan Wu, Feng Zhang, Zhen Zheng, Xiaoyong Du, Xipeng Shen
Exploring deep reuse in winograd CNN inference. PPoPP (2021)
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) (2021)
Kezhao Huang, Jidong Zhai, Zhen Zheng, Youngmin Yi, Xipeng Shen
Understanding and bridging the gaps in current GNN performance optimizations. PPoPP (2021)
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)
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 (2021)
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)
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 (2020)
Chanyoung Oh, Zhen Zheng, Xipeng Shen, Jidong Zhai, Youngmin Yi
GOPipe: A Granularity-Oblivious Programming Framework for Pipelined Stencil Executions on GPU. PACT (2020)
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 (2020)
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 (2020)
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)
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 (2020)
Chanyoung Oh, Zhen Zheng, Xipeng Shen, Jidong Zhai, Youngmin Yi
GOPipe: a granularity-oblivious programming framework for pipelined stencil executions on GPU. PPoPP (2019)
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)
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 (2019)
Hua Mao, Zhen Zheng
The construction of fuzzy concept lattice based on weighted complete graph. J. Intell. Fuzzy Syst. 36 (6) (2019)
Zhen Zheng, Bingting Zha, Youshi Xuchen, Hailu Yuan
Design of Combined Receiving Lens for Panoramic Laser Fuze Detection. ICIA (2018)
Bingting Zha, Youshi Xuchen, Zhen Zheng
The Influence of Cambered Optical Fairing on the Light Beam of Underwater Laser Fuze. ICIA (2018)
Hailu Yuan, Bingting Zha, Zhen Zheng, Deli Wang
Optimization design of multi-sided reflecting prism in laser line scanning imaging system. ICIA (2018)
Zhen Zheng, Chanyoung Oh, Jidong Zhai, Xipeng Shen, Youngmin Yi, Wenguang Chen
Versapipe: a versatile programming framework for pipelined computing on GPU. MICRO (2017)
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)
Qiang Duan, Zhen Zheng
Holistic Modeling and Performance Evaluation for Converged Network-Cloud Service Provisioning. AINA (2014)
Lijuan Xu, Kai Niu, Zhiqiang He, Wenbo Xu, Zhen Zheng
MIMO channel estimation based on distributed compressed sensing for LTE-advanced. ICICS (2013)
Zhen Zheng, Manchun Tan, Qunfang Wang
Hybrid Synchronization of Two Delayed Systems with Uncertain Parameters. ISNN (1) (2012)
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)
Zhen Zheng, Yan-Xin Zhang
Illumination Variation in Images in Independent Component Analysis and Principal Component Analysis Subspaces. ISDA (2) (2006)