Feng Zhang

Orcid: 0000-0003-1983-7321

Affiliations:

Renmin University of China, Key Laboratory of Data Engineering and Knowledge Engineering, Beijing, China
Tsinghua University, Department of Computer Science and Technology, Beijing, China (former)

According to our database¹, Feng Zhang authored at least 81 papers between 2000 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Enabling Efficient Deep Learning on MCU With Transient Redundancy Elimination.

[BibT_eX]

[DOI]

IEEE Trans. Computers, December, 2024

GPU-based butterfly counting.

[BibT_eX]

[DOI]

VLDB J., September, 2024

Data-Aware Adaptive Compression for Stream Processing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., September, 2024

Enabling Adaptive Sampling for Intra-Window Join: Simultaneously Optimizing Quantity and Quality.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, September, 2024

HocoPG: A Database System with Homomorphic Compression for Text Processing.

[BibT_eX]

[DOI]

Proc. VLDB Endow., August, 2024

TDSQL: Tencent Distributed Database System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., August, 2024

Graph-Centric Performance Analysis for Large-Scale Parallel Applications.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., July, 2024

Enabling Window-Based Monotonic Graph Analytics with Reusable Transitional Results for Pattern-Consistent Queries.

[BibT_eX]

[DOI]

Proc. VLDB Endow., July, 2024

G-Learned Index: Enabling Efficient Learned Index on GPU.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., June, 2024

Compressed Data Direct Computing for Databases.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., May, 2024

Improving Graph Compression for Efficient Resource-Constrained Graph Analytics.

[BibT_eX]

[DOI]

Proc. VLDB Endow., May, 2024

Compressed data direct computing for Chinese dataset on DCU.

[BibT_eX]

[DOI]

CCF Trans. High Perform. Comput., April, 2024

Binary-Stochasticity-Enabled Highly Efficient Neuromorphic Deep Learning Achieves Better-than-Software Accuracy.

[BibT_eX]

[DOI]

Adv. Intell. Syst., January, 2024

Autonomous driving system: A comprehensive survey.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2024

F-TADOC: FPGA-Based Text Analytics Directly on Compression with HLS.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Enabling Efficient NVM-Based Text Analytics without Decompression.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

Optimizing DNNs With Partially Equivalent Transformations and Automated Corrections.

[BibT_eX]

[DOI]

IEEE Trans. Computers, December, 2023

Homomorphic Compression: Making Text Processing on Compression Unlimited.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, December, 2023

Enabling Efficient Random Access to Hierarchically Compressed Text Data on Diverse GPU Platforms.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., October, 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

CompressGraph: Efficient Parallel Graph Analytics with Rule-Based Compression.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2023

CompressStreamDB: Fine-Grained Adaptive Stream Processing without Decompression.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

EdgeNN: Efficient Neural Network Inference for CPU-GPU Integrated Edge Devices.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Efficient Anomaly Detection in Property Graphs.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 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

Space-Efficient TREC for Enabling Deep Learning on Microcontrollers.

[BibT_eX]

[DOI]

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

2022

YuenyeungSpTRSV.

[BibT_eX]

[DOI]

Feng Zhang

Dataset, May, 2022

Payment behavior prediction on shared parking lots with TR-GCN.

[BibT_eX]

[DOI]

VLDB J., 2022

POCLib: A High-Performance Framework for Enabling Near Orthogonal Processing on Compression.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

Detecting Performance Variance for Parallel Applications Without Source Code.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

Leveraging Code Snippets to Detect Variations in the Performance of HPC Systems.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

Exploring Data Analytics Without Decompression on Embedded GPU Systems.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

G-SLIDE: A GPU-Based Sub-Linear Deep Learning Engine via LSH Sparsification.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

Exploring Query Processing on CPU-GPU Integrated Edge Device.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

Periodic Weather-Aware LSTM With Event Mechanism for Parking Behavior Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Efficient Load-Balanced Butterfly Counting on GPU.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

An Adaptive Elastic Multi-model Big Data Analysis and Information Extraction System.

[BibT_eX]

[DOI]

Data Sci. Eng., 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

An In-depth Analysis of Subflow Degradation for Multi-path TCP on High Speed Rails.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022

CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Optimizing Random Access to Hierarchically-Compressed Data on GPU.

[BibT_eX]

[DOI]

Proceedings of the SC22: International Conference for High Performance Computing, 2022

Taming the Big Data Monster: Managing Petabytes of Data with Multi-Model Databases.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE 34th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), 2022

TREC: Transient Redundancy Elimination-based Convolution.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

TADOC: Text analytics directly on compression.

[BibT_eX]

[DOI]

VLDB J., 2021

Fine-Grained Multi-Query Stream Processing on Integrated Architectures.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2021

iMLBench: A Machine Learning Benchmark Suite for CPU-GPU Integrated Architectures.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2021

YuenyeungSpTRSV: A Thread-Level and Warp-Level Fusion Synchronization-Free Sparse Triangular Solve.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2021

An Efficient Parallel Secure Machine Learning Framework on GPUs.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2021

DTransE: Distributed Translating Embedding for Knowledge Graph.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2021

Automatic Irregularity-Aware Fine-Grained Workload Partitioning on Integrated Architectures.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Preface.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 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

G-TADOC: Enabling Efficient GPU-Based Text Analytics without Decompression.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

FineQuery: Fine-Grained Query Processing on CPU-GPU Integrated Architectures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2021

2020

Modeling Analysis and Cost-Performance Ratio Optimization of Virtual Machine Scheduling in Cloud Computing.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2020

FineStream: Fine-Grained Window-Based Stream Processing on CPU-GPU Integrated Architectures.

[BibT_eX]

[DOI]

Proceedings of the 2020 USENIX Annual Technical Conference, 2020

Payment Behavior Prediction and Statistical Analysis for Shared Parking Lots.

[BibT_eX]

[DOI]

Proceedings of the Network and Parallel Computing, 2020

PewLSTM: Periodic LSTM with Weather-Aware Gating Mechanism for Parking Behavior Prediction.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

CapelliniSpTRSV: A Thread-Level Synchronization-Free Sparse Triangular Solve on GPUs.

[BibT_eX]

[DOI]

Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020

ParSecureML: An Efficient Parallel Secure Machine Learning Framework on GPUs.

[BibT_eX]

[DOI]

Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020

Towards Concurrent Stateful Stream Processing on Multicore Processors.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Enabling Efficient Random Access to Hierarchically-Compressed Data.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Exploration of TransE in a Distributed Environment.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

2019

Hardware-Conscious Stream Processing: A Survey.

[BibT_eX]

[DOI]

SIGMOD Rec., 2019

Guest Editorial: Special Issue on Network and Parallel Computing for Emerging Architectures and Applications.

[BibT_eX]

[DOI]

Int. J. Parallel Program., 2019

Scaling Stream Processing with Transactional State Management on Multicores.

[BibT_eX]

[DOI]

CoRR, 2019

Performance evaluation and analysis of sparse matrix and graph kernels on heterogeneous processors.

[BibT_eX]

[DOI]

CCF Trans. High Perform. Comput., 2019

Statistical Analysis and Prediction of Parking Behavior.

[BibT_eX]

[DOI]

Proceedings of the Network and Parallel Computing, 2019

Distributed Join Algorithms on Multi-CPU Clusters with GPUDirect RDMA.

[BibT_eX]

[DOI]

Proceedings of the 48th International Conference on Parallel Processing, 2019

Parallel Hybrid Join Algorithm on GPU.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

2018

An adaptive breadth-first search algorithm on integrated architectures.

[BibT_eX]

[DOI]