Zheng Cao

Orcid: 0000-0002-1565-3683

According to our database1, Zheng Cao authored at least 149 papers between 2005 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2025
PMANet: Malicious URL detection via post-trained language model guided multi-level feature attention network.
Inf. Fusion, 2025

2024
A Galvanic-Isolated Automatic Equalization Charging System for Series-Connected Cells or Battery Strings.
IEEE Trans. Ind. Electron., November, 2024

Lightweight Neural Network With Knowledge Distillation for CSI Feedback.
IEEE Trans. Commun., August, 2024

A Coordinate Positioning Technique Based on Region Partitioning for EV Wireless Charging System.
IEEE Trans. Ind. Electron., March, 2024

Iterative Pulse-Echo Tomography for Ultrasonic Image Correction.
Sensors, March, 2024

Sparse Bayesian Learning Approach for Compound Bearing Fault Diagnosis.
IEEE Trans. Ind. Informatics, February, 2024

A Floating Small Target Identification Method Based on Doppler Time Series Information.
Remote. Sens., February, 2024

A Baseline Similarity Attention-Based Dual-Channel Feature Fusion Network for Machine Remaining Useful Life Prediction.
IEEE Trans. Instrum. Meas., 2024

DPML: Prior-guided multitask learning for dental object recognition on limited panoramic radiograph dataset.
Expert Syst. Appl., 2024

URLBERT: A Contrastive and Adversarial Pre-trained Model for URL Classification.
CoRR, 2024

AttABseq: an attention-based deep learning prediction method for antigen-antibody binding affinity changes based on protein sequences.
Briefings Bioinform., 2024

A Negative-Feedback Gate-Loop for Current Balancing Paralleled SiC MOSFETs Based on a Differential Mode Inductor.
IEEE Access, 2024

Non-coherent fusion detection method for distributed MIMO radar based on modified ordered statistics.
Proceedings of the 2024 6th International Symposium on Signal Processing Systems, 2024

DynamicTrack: Advancing Gigapixel Tracking in Crowded Scenes.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

MuFuzz: Sequence-Aware Mutation and Seed Mask Guidance for Blockchain Smart Contract Fuzzing.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023
CariesNet: a deep learning approach for segmentation of multi-stage caries lesion from oral panoramic X-ray image.
Neural Comput. Appl., August, 2023

Deep-Unfolding-Based Bit-Level CSI Feedback in Massive MIMO Systems.
IEEE Wirel. Commun. Lett., 2023

A Robust Shape-Aware Rib Fracture Detection and Segmentation Framework With Contrastive Learning.
IEEE Trans. Multim., 2023

Sparse Bayesian Learning Approach for Broken Rotor Bar Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2023

Fault Signal Simulation and Service Condition Monitoring of Cracked Gear System.
IEEE Trans. Instrum. Meas., 2023

Fault Diagnosis of Rotating Machinery Based on the Improved Multidimensional Normalization ResNet.
IEEE Trans. Instrum. Meas., 2023

Feature Extraction Based on Hierarchical Improved Envelope Spectrum Entropy for Rolling Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2023

Malicious URL Detection via Pretrained Language Model Guided Multi-Level Feature Attention Network.
CoRR, 2023

Fully Decoupled Current Control and Current Balancing of the Modular Structure for LED Color-Mixing System.
IEEE Access, 2023

Flor: An Open High Performance RDMA Framework Over Heterogeneous RNICs.
Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

Simulation Design of Continuous Linear Multiple Intersection Intelligent Traffic Light.
Proceedings of the 6th International Conference on Machine Learning and Machine Intelligence, 2023

Application of Deep Q Learning with Simulation Results for Elevator Optimization.
Proceedings of the Intelligent Systems and Applications, 2023

Enabling Switch Memory Management for Distributed Training with In-Network Aggregation.
Proceedings of the IEEE INFOCOM 2023, 2023

More Than Capacity: Performance-oriented Evolution of Pangu in Alibaba.
Proceedings of the 21st USENIX Conference on File and Storage Technologies, 2023


Lymphoma Recognition in Histology Image of Gastric Mucosal Biopsy with Prototype Learning.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

STFN: Spatio-Temporal Fusion Network to Detect Ethereum Phishing Scams.
Proceedings of the 2023 7th International Conference on Electronic Information Technology and Computer Engineering, 2023

2022
Bearing Fault Diagnosis With Frequency Sparsity Learning.
IEEE Trans. Instrum. Meas., 2022

Feasibility Study of Wood-Leaf Separation Based on Hyperspectral LiDAR Technology in Indoor Circumstances.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Estimates of Power Shortages and Affected Populations during the Initial Period of the Ukrainian-Russian Conflict.
Remote. Sens., 2022

Using Multi-Source Geospatial Information to Reduce the Saturation Problem of DMSP/OLS Nighttime Light Data.
Remote. Sens., 2022

Optimizing Stock Option Forecasting with the Assembly of Machine Learning Models and Improved Trading Strategies.
CoRR, 2022

Lamda: The Last Mile of the Datacenter Network Does matter.
CoRR, 2022

Application of Deep Q Learning with Stimulation Results for Elevator Optimization.
CoRR, 2022

Elevator Optimization: Application of Spatial Process and Gibbs Random Field Approaches for Dumbwaiter Modeling and Multi-Dumbwaiter Systems.
CoRR, 2022

A Game of Simulation: Modeling and Analyzing the Dragons of Game of Thrones.
CoRR, 2022

Application of Convolutional Neural Networks with Quasi-Reversibility Method Results for Option Forecasting.
CoRR, 2022

TokenPatronus: A Decentralized NFT Anti-theft Mechanism.
CoRR, 2022

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections.
CoRR, 2022

Libra: In-network Gradient Aggregation for Speeding up Distributed Sparse Deep Training.
CoRR, 2022

An improved multi-objective evolutionary algorithm based on decomposition for solving re-entrant hybrid flow shop scheduling problem with batch processing machines.
Comput. Ind. Eng., 2022

Meta joint optimization: a holistic framework for noisy-labeled visual recognition.
Appl. Intell., 2022

Chinese Tourists in Malaysia: An Analysis of Spatio-Temporal Behavior Based on Tourism Digital Footprints.
IEEE Access, 2022

ElasticMVS: Learning elastic part representation for self-supervised multi-view stereopsis.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

ParseMVS: Learning Primitive-aware Surface Representations for Sparse Multi-view Stereopsis.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
A Two-Stage Learning Model for Track-Side Acoustic Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2021

Performance Degradation Assessment for Coaxial Bearings Using Kernel JADE and Two-Class Model.
IEEE Trans. Instrum. Meas., 2021

A New Optoelectronic Hybrid Network Based on Scheduling Optimization of Optical Links.
IEEE Trans. Computers, 2021

Impact of Urban Agglomeration and Physical and Socioeconomic Factors on Surface Urban Heat Islands in the Pearl River Delta Region, China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Fast Variational Bayesian Inference for Temporally Correlated Sparse Signal Recovery.
IEEE Signal Process. Lett., 2021

Asynchronous Decentralized Event-Triggered Control for Switched Large-Scale Systems Subject to Data Congestions and Disorders.
IEEE Syst. J., 2021

Multi-modality fusion learning for the automatic diagnosis of optic neuropathy.
Pattern Recognit. Lett., 2021

ACCL: Architecting Highly Scalable Distributed Training Systems With Highly Efficient Collective Communication Library.
IEEE Micro, 2021

A Novel Planar Differential Koch Fractal Eddy Current Probe with Parallel Wound Topological Structure.
J. Sensors, 2021

Cascaded SE-ResUnet for segmentation of thoracic organs at risk.
Neurocomputing, 2021

Lightweight Convolutional Neural Networks for CSI Feedback in Massive MIMO.
IEEE Commun. Lett., 2021

Occupational Therapy Assessment for Upper Limb Rehabilitation: A Multisensor-Based Approach.
Frontiers Digit. Health, 2021

Real-Time Hybrid Flow Shop Scheduling Approach in Smart Manufacturing Environment.
Complex Syst. Model. Simul., 2021

SDCUP: Schema Dependency-Enhanced Curriculum Pre-Training for Table Semantic Parsing.
CoRR, 2021

Achieving Human Parity on Visual Question Answering.
CoRR, 2021

An Intelligent Optimization-Based Particle Filter for Fault Diagnosis.
IEEE Access, 2021

When Cloud Storage Meets RDMA.
Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, 2021

Reducing BERT Computation by Padding Removal and Curriculum Learning.
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2021

AIBench Training: Balanced Industry-Standard AI Training Benchmarking.
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2021

Image Periodization for Convolutional Neural Networks.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

Full Scale Attention for Automated COVID-19 Diagnosis from CT Images.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Adaptive Observer-Based Inverse Optimal Control of a Class of Second-Order Euler-Lagrange Systems.
Proceedings of the 7th IEEE International Conference on Cloud Computing and Intelligent Systems, 2021

AIBench Scenario: Scenario-Distilling AI Benchmarking.
Proceedings of the 30th International Conference on Parallel Architectures and Compilation Techniques, 2021

2020
Real-Valued Sparse Bayesian Learning Approach for Massive MIMO Channel Estimation.
IEEE Wirel. Commun. Lett., 2020

HKF-SVR Optimized by Krill Herd Algorithm for Coaxial Bearings Performance Degradation Prediction.
Sensors, 2020

AIBench: Scenario-distilling AI Benchmarking.
CoRR, 2020

AIBench: An Industry Standard AI Benchmark Suite from Internet Services.
CoRR, 2020

AIBench: An Agile Domain-specific Benchmarking Methodology and an AI Benchmark Suite.
CoRR, 2020

CETUS: Towards Proportional Capacity Provisioning and Cost-Effectiveness in Frontend Servers.
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2020

Dissecting the Communication Latency in Distributed Deep Sparse Learning.
Proceedings of the IMC '20: ACM Internet Measurement Conference, 2020

Circular Shift: An Effective Data Augmentation Method For Convolutional Neural Network On Image Classification.
Proceedings of the IEEE International Conference on Image Processing, 2020

FPB: Improving Multi-Scale Feature Representation Inside Convolutional Layer Via Feature Pyramid Block.
Proceedings of the IEEE International Conference on Image Processing, 2020

Reversal No Longer Matters: Attention-Based Arrhythmia Detection with Lead-Reversal ECG Data.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

EFLOPS: Algorithm and System Co-Design for a High Performance Distributed Training Platform.
Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020

DWT: Decoupled Workload Tracing for Data Centers.
Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020

2019
A Novel Rotational Field Eddy Current Planar Probe with Two-Circular Sector Pickup Coils.
Sensors, 2019

Decentralized event-triggered <i>H</i><sub>∞</sub> control for switched systems with network communication delay.
J. Frankl. Inst., 2019

Algorithmic Design and Implementation of Unobtrusive Multistatic Serial LiDAR Image.
CoRR, 2019

AIBench: An Industry Standard Internet Service AI Benchmark Suite.
CoRR, 2019

Priority-Based PCIe Scheduling for Multi-Tenant Multi-GPU Systems.
IEEE Comput. Archit. Lett., 2019

Ridge-Adding Approach for SVMpath Singularities.
IEEE Access, 2019

Sparse Bayesian Approach for DOD and DOA Estimation With Bistatic MIMO Radar.
IEEE Access, 2019

A Root-RARE Algorithm for DOA Estimation with Partly Calibrated Uniform Linear Arrays.
Proceedings of the 2019 IEEE International Workshop on Signal Processing Systems, 2019

HPCC: high precision congestion control.
Proceedings of the ACM Special Interest Group on Data Communication, 2019

Smart Surface Classification for Accessible Routing through Built Environment: A Crowd-sourced Approach.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

Anomaly Analysis and Diagnosis for Co-located Datacenter Workloads in the Alibaba Cluster.
Proceedings of the Benchmarking, Measuring, and Optimizing, 2019

2018
Modeling drivers' memory of daily repetitive stimuli in traffic scenes.
Cogn. Technol. Work., 2018

Anomaly Analysis for Co-located Datacenter Workloads in the Alibaba Cluster.
CoRR, 2018

BigDataBench: A Dwarf-based Big Data and AI Benchmark Suite.
CoRR, 2018

AIBench: Towards Scalable and Comprehensive Datacenter AI Benchmarking.
Proceedings of the Benchmarking, Measuring, and Optimizing, 2018

2017
Robust support vector machines based on the rescaled hinge loss function.
Pattern Recognit., 2017

Marine animal classification using UMSLI in HBOI optical test facility.
Multim. Tools Appl., 2017

HyperFatTree: A Large-Scale Tree-Based Network with Low-Radix Switches.
Int. J. Parallel Program., 2017

Marine Animal Classification with Correntropy Loss Based Multi-view Learning.
CoRR, 2017

Regional Congestion Mitigation in Lossless Datacenter Networks.
Proceedings of the Network and Parallel Computing, 2017

Regional Congestion Control in Datacenter Networks.
Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

Robust linear discriminant analysis with a Laplacian assumption on projection distribution.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Fast and Hitless Topology Management of AWGR-Based Optical Networking for Data Centers.
Proceedings of the European Conference on Optical Communication, 2017

Observer-based event-triggered H∞ control for switched linear systems.
Proceedings of the 11th Asian Control Conference, 2017

2016
Self-organizing kernel adaptive filtering.
EURASIP J. Adv. Signal Process., 2016

An effective method for underwater target radiation signal detecting and reconstructing.
Proceedings of the 11th ACM International Conference on Underwater Networks & Systems, 2016

Experimental demonstration of heterogeneous cross stratum broker for scientific applications.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

Multiple adaptive kernel size KLMS for Beijing PM2.5 prediction.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Modeling Traffic of Big Data Platform for Large Scale Datacenter Networks.
Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

Information point set registration for shape recognition.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Hi-LION: Hierarchical Large-Scale Interconnection Optical Network With AWGRs [Invited].
JOCN, 2015

Group feature selection in image classification with multiple kernel learning.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

PROP: Using PCIe-Based RDMA to Accelerate Rack-Scale Communications in Data Centers.
Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015

2014
Decentralized NIC-Switching Architecture Using SR-IOV PCI Express Network Device.
IEEE Micro, 2014

An Intra-Server Interconnect Fabric for Heterogeneous Computing.
J. Comput. Sci. Technol., 2014

Scalable and distributed optical interconnect architecture based on AWGR for HPC and data centers.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2014

HiNetSim: A Parallel Simulator for Large-Scale Hierarchical Direct Networks.
Proceedings of the Network and Parallel Computing, 2014

Building a large-scale direct network with low-radix routers.
Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014


Demonstration of scalable, flat, and high-throughput data center architecture based on arrayed waveguide grating routers.
Proceedings of the European Conference on Optical Communication, 2014

Experimental demonstration of dynamic flexible bandwidth optical data center network with all-to-all interconnectivity.
Proceedings of the European Conference on Optical Communication, 2014

Accelerating synchronization communications for high-density blade enclosure.
Proceedings of the Computing Frontiers Conference, CF'14, 2014

2013
cHPP controller: A High Performance Hyper-node Hardware Accelerator.
Proceedings of the International Conference on Parallel and Distributed Computing, 2013

Accelerating Allreduce Operation: A Switch-Based Solution.
Proceedings of the 22nd International Conference on Computer Communication and Networks, 2013

2012
Group matrix factorization for scalable topic modeling.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Design of Hardware-Based Communication Performance Measurement Tool.
Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012

2011
Design of HPC Node with Heterogeneous Processors.
Proceedings of the 2011 IEEE International Conference on Cluster Computing (CLUSTER), 2011

2010
An efficient video similarity search algorithm.
IEEE Trans. Consumer Electron., 2010

HPP controller: a system controller for high performance computing.
Frontiers Comput. Sci. China, 2010

An Improved FCM Algorithm for Image Segmentation.
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

HPP Controller: A System Controller Dedicated for Message Passing.
Proceedings of the 2010 International Conference on Parallel and Distributed Computing, 2010

Adding an Expressway to Accelerate the Neighborhood Communication.
Proceedings of the 12th IEEE International Conference on High Performance Computing and Communications, 2010

A Key Management Scheme for Multicast Based on Layer 2 Control.
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010

2009
SimK: A Large-Scale Parallel Simulation Engine.
J. Comput. Sci. Technol., 2009

HPPNetSim: a parallel simulation of large-scale interconnection networks.
Proceedings of the 2009 Spring Simulation Multiconference, SpringSim 2009, 2009

2008
Design and Evaluation of Optical Bus in High Performance Computer.
Proceedings of the 9th International Conference for Young Computer Scientists, 2008

HPP Switch: A Novel High Performance Switch for HPC.
Proceedings of the 16th Annual IEEE Symposium on High Performance Interconnects (HOTI 2008), 2008

2006
MSSIP: A New Secure Multicast Architecture Based on SIP.
Proceedings of the 14th IEEE International Conference on Networks, 2006

2005
A Reconfigurable Optical Interconnect System for DSAG.
Proceedings of the Sixth International Conference on Parallel and Distributed Computing, 2005


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