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.

[BibT_eX]

[DOI]

Haobin Meng

Jing Zhang

Zhen Zheng

Yongyu Song

Yuequn Lai

Ecol. Informatics, 2024

FP6-LLM: Efficiently Serving Large Language Models Through FP6-Centric Algorithm-System Co-Design.

[BibT_eX]

[DOI]

CoRR, 2024

Quant-LLM: Accelerating the Serving of Large Language Models via FP6-Centric Algorithm-System Co-Design on Modern GPUs.

[BibT_eX]

[DOI]

Proceedings of the 2024 USENIX Annual Technical Conference, 2024

RecFlex: Enabling Feature Heterogeneity-Aware Optimization for Deep Recommendation Models with Flexible Schedules.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2024

MonoNN: Enabling a New Monolithic Optimization Space for Neural Network Inference Tasks on Modern GPU-Centric Architectures.

[BibT_eX]

[DOI]

Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation, 2024

WiseGraph: Optimizing GNN with Joint Workload Partition of Graph and Operations.

[BibT_eX]

[DOI]

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

2023

Magnetic Anomaly Detection Based on a Compound Tri-Stable Stochastic Resonance System.

[BibT_eX]

[DOI]

Sensors, November, 2023

Expanding the Edge: Enabling Efficient Winograd CNN Inference With Deep Reuse on Edge Device.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., October, 2023

BladeDISC: Optimizing Dynamic Shape Machine Learning Workloads via Compiler Approach.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, September, 2023

Flash-LLM: Enabling Low-Cost and Highly-Efficient Large Generative Model Inference With Unstructured Sparsity.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

ZeroQuant(4+2): Redefining LLMs Quantization with a New FP6-Centric Strategy for Diverse Generative Tasks.

[BibT_eX]

[DOI]

Reza Yazdani Aminabadi

CoRR, 2023

Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity.

[BibT_eX]

[DOI]

CoRR, 2023

Auto-Parallelizing Large Models with Rhino: A Systematic Approach on Production AI Platform.

[BibT_eX]

[DOI]

CoRR, 2023

RECom: A Compiler Approach to Accelerating Recommendation Model Inference with Massive Embedding Columns.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022

Optimizing DNN Compilation for Distributed Training With Joint OP and Tensor Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

Single-Stage Adaptive Multi-Scale Point Cloud Noise Filtering Algorithm Based on Feature Information.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Research on localisation algorithm of large irregular workpiece for industrial robot.

[BibT_eX]

[DOI]

Int. J. Comput. Sci. Math., 2022

DREW: Efficient Winograd CNN Inference with Deep Reuse.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Whale: Efficient Giant Model Training over Heterogeneous GPUs.

[BibT_eX]

[DOI]

Proceedings of the 2022 USENIX Annual Technical Conference, 2022

AStitch: enabling a new multi-dimensional optimization space for memory-intensive ML training and inference on modern SIMT architectures.

[BibT_eX]

[DOI]

Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

2021

Research on point cloud generation algorithm of virtual depth camera.

[BibT_eX]

[DOI]

Int. J. Wirel. Mob. Comput., 2021

Exploring deep reuse in winograd CNN inference.

[BibT_eX]

[DOI]

Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021

Understanding and bridging the gaps in current GNN performance optimizations.

[BibT_eX]

[DOI]

Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021

DAPPLE: a pipelined data parallel approach for training large models.

[BibT_eX]

[DOI]

Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021

DISC: A Dynamic Shape Compiler for Machine Learning Workloads.

[BibT_eX]

[DOI]

Proceedings of the EuroMLSys@EuroSys 2021, 2021

2020

FusionStitching: Boosting Memory Intensive Computations for Deep Learning Workloads.

[BibT_eX]

[DOI]

CoRR, 2020

Auto-MAP: A DQN Framework for Exploring Distributed Execution Plans for DNN Workloads.

[BibT_eX]

[DOI]

CoRR, 2020

Adaptive Edge Detection Algorithm Based on Improved Grey Prediction Model.

[BibT_eX]

[DOI]

IEEE Access, 2020

Optimizing distributed training deployment in heterogeneous GPU clusters.

[BibT_eX]

[DOI]

Proceedings of the CoNEXT '20: The 16th International Conference on emerging Networking EXperiments and Technologies, 2020

GOPipe: A Granularity-Oblivious Programming Framework for Pipelined Stencil Executions on GPU.

[BibT_eX]

[DOI]

Proceedings of the PACT '20: International Conference on Parallel Architectures and Compilation Techniques, 2020

2019

The construction of fuzzy concept lattice based on weighted complete graph.

[BibT_eX]

[DOI]

Hua Mao

Zhen Zheng

J. Intell. Fuzzy Syst., 2019

Adaptive Edge Detection Algorithm Based on Grey Entropy Theory and Textural Features.

[BibT_eX]

[DOI]

IEEE Access, 2019

HiWayLib: A Software Framework for Enabling High Performance Communications for Heterogeneous Pipeline Computations.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018

Design of Combined Receiving Lens for Panoramic Laser Fuze Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Information and Automation, 2018

The Influence of Cambered Optical Fairing on the Light Beam of Underwater Laser Fuze.

[BibT_eX]

[DOI]

Bingting Zha

Youshi Xuchen

Zhen Zheng

Proceedings of the IEEE International Conference on Information and Automation, 2018

Optimization design of multi-sided reflecting prism in laser line scanning imaging system.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Information and Automation, 2018

2017

Versapipe: a versatile programming framework for pipelined computing on GPU.

[BibT_eX]

[DOI]

Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, 2017

2016

Refactoring and optimizing the community atmosphere model (CAM) on the sunway taihulight supercomputer.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2016

2014

Holistic Modeling and Performance Evaluation for Converged Network-Cloud Service Provisioning.

[BibT_eX]

[DOI]

Qiang Duan

Zhen Zheng

Proceedings of the 28th IEEE International Conference on Advanced Information Networking and Applications, 2014

2013

MIMO channel estimation based on distributed compressed sensing for LTE-advanced.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Information, 2013

2012

Hybrid Synchronization of Two Delayed Systems with Uncertain Parameters.

[BibT_eX]

[DOI]

Zhen Zheng

Manchun Tan

Qunfang Wang

Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

A pilot study on simulation of Ultrasound from MRI using ray-based model.

[BibT_eX]

[DOI]

Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

2006

Illumination Variation in Images in Independent Component Analysis and Principal Component Analysis Subspaces.

[BibT_eX]

[DOI]

Zhen Zheng

Yan-Xin Zhang

Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006

Zhen Zheng

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