Ming Liu

Orcid: 0000-0002-1114-1728

Affiliations:

University of Electronic Science and Technology of China, School of Computer Science and Engineering, Chengdu, China (since 2006)
Nanjing University, State Key Laboratory for Novel Software Technology, China (until 2006)

According to our database¹, Ming Liu authored at least 112 papers between 2005 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2025

DSAFuse: Infrared and visible image fusion via dual-branch spatial adaptive feature extraction.

[BibT_eX]

[DOI]

Neurocomputing, 2025

2023

Feature Equilibrium: An Adversarial Training Method to Improve Representation Learning.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., December, 2023

Multiple independent losses scheduling: A simple training method for deep neural networks.

[BibT_eX]

[DOI]

Intell. Data Anal., 2023

Self-Supervised Feature Enhancement: Applying Internal Pretext Task to Supervised Learning.

[BibT_eX]

[DOI]

IEEE Access, 2023

Enabling Accurate Tuberculosis Diagnosis through Deep Learning on Patient CXR Images.

[BibT_eX]

[DOI]

Yuan Chun Shu

Ming Liu

Proceedings of the 2nd International Conference on Algorithms, 2023

Enhancing Automatic Gastrointestinal Endoscopy Image Classification via Advanced Model and Adversarial Training Strategy.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Algorithms, 2023

Preoperative MR Image prediction of breast cancer based on self-supervised learning.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Algorithms, 2023

Deep learning-based ensemble model of X-ray image for rapid diagnosis of Covid-19.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Algorithms, 2023

2022

Distributed Triangle Approximately Counting Algorithms in Simple Graph Stream.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2022

Reinforcement Learning Based Diagnosis and Prediction for COVID-19 by Optimizing a Mixed Cost Function From CT Images.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2022

Pedestrian Flow Prediction and Route Recommendation with Business Events.

[BibT_eX]

[DOI]

Sensors, 2022

Channel Self-Supervision for Online Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2022

CyclicShift: A Data Augmentation Method For Enriching Data Patterns.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Cost Ensemble with Gradient Selecting for GANs.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Dynamic Charging Scheme Problem With Actor-Critic Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Parking Edge Computing: Parked-Vehicle-Assisted Task Offloading for Urban VANETs.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Temporally Resolution Decrement: Utilizing the Shape Consistency for Higher Computational Efficiency.

[BibT_eX]

[DOI]

CoRR, 2021

Feature Mining: A Novel Training Strategy for Convolutional Neural Network.

[BibT_eX]

[DOI]

CoRR, 2021

Go Small and Similar: A Simple Output Decay Brings Better Performance.

[BibT_eX]

[DOI]

CoRR, 2021

White Paper Assistance: A Step Forward Beyond the Shortcut Learning.

[BibT_eX]

[DOI]

CoRR, 2021

FocusedDropout for Convolutional Neural Network.

[BibT_eX]

[DOI]

CoRR, 2021

Selective Output Smoothing Regularization: Regularize Neural Networks by Softening Output Distributions.

[BibT_eX]

[DOI]

CoRR, 2021

Thumbnail: A Novel Data Augmentation for Convolutional Neural Network.

[BibT_eX]

[DOI]

CoRR, 2021

Cut-Thumbnail: A Novel Data Augmentation for Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Network Intrusion Detection based on Dense Dilated Convolutions and Attention Mechanism.

[BibT_eX]

[DOI]

Proceedings of the 17th International Wireless Communications and Mobile Computing, 2021

AVGCN: Trajectory Prediction using Graph Convolutional Networks Guided by Human Attention.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Towards Problem of First Miss under Mobile Edge Caching.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

2020

Mobile parking incentives for vehicular networks: a deep reinforcement learning approach.

[BibT_eX]

[DOI]

CCF Trans. Pervasive Comput. Interact., 2020

TRUS: Towards the Real-Time Route Update Scheduling in SDN for Data Centers.

[BibT_eX]

[DOI]

IEEE Access, 2020

Mobile Vehicular Offloading With Individual Mobility.

[BibT_eX]

[DOI]

IEEE Access, 2020

Training Lightweight yet Competent Network via Transferring Complementary Features.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

AMLN: Adversarial-Based Mutual Learning Network for Online Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Enhancing Personalized Trip Recommendation with Attractive Routes.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Efficient Actuator Failure Avoidance Mobile Charging for Wireless Sensor and Actuator Networks.

[BibT_eX]

[DOI]

IEEE Access, 2019

Towards Cascading Problem for Dynamic Rate Allocations in ISP Networks with SDN.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Mobile Ad-Hoc and Sensor Networks, 2019

Pedestrian Flow Prediction with Business Events.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Mobile Ad-Hoc and Sensor Networks, 2019

Distributed Triangle Counting Algorithms in Simple Graph Stream.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

Understanding Pictograph with Facial Features: End-to-End Sentence-Level Lip Reading of Chinese.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

A Low-Cost Vehicle Anti-Theft System Using Obsolete Smartphone.

[BibT_eX]

[DOI]

Mob. Inf. Syst., 2018

Deep Learning versus Professional Healthcare Equipment: A Fine-Grained Breathing Rate Monitoring Model.

[BibT_eX]

[DOI]

Mob. Inf. Syst., 2018

Adaptive online mobile charging for node failure avoidance in wireless rechargeable sensor networks.

[BibT_eX]

[DOI]

Comput. Commun., 2018

One-Request Scheme for M2P Data Transmissions in Software-Defined IoT Networks.

[BibT_eX]

[DOI]

Chao Song

Yongqiang Qi

Ming Liu

IEEE Access, 2018

Towards the Partitioning Problem in Software-Defined IoT Networks for Urban Sensing.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications, 2018

2017

DrivingSense: Dangerous Driving Behavior Identification Based on Smartphone Autocalibration.

[BibT_eX]

[DOI]

Mob. Inf. Syst., 2017

Efficient routing through discretization of overlapped road segments in VANETs.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2017

VPOD: virtual parking overlay network based data delivery in urban VANETs.

[BibT_eX]

[DOI]

Int. J. Ad Hoc Ubiquitous Comput., 2017

DNAS: a driver nighttime assistance system using rear-view smartphone.

[BibT_eX]

[DOI]

Int. J. Ad Hoc Ubiquitous Comput., 2017

ORSIN: One-Request Scheme for Smart Urban Sensing in Software-Defined IoT Networks.

[BibT_eX]

[DOI]

Chao Song

Yongqiang Qi

Ming Liu

Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2017

Deployment Mechanism Design for Cost-Effective Data Uploading in Delay-Tolerant Crowdsensing.

[BibT_eX]

[DOI]

Chao Song

Jiqing Gu

Ming Liu

Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

A Scalable Framework of Testbed for SDN Simulation with Multiple Controllers.

[BibT_eX]

[DOI]

Exploiting opportunities in V2V transmissions with RSU-assisted backward delivery.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

Node Failure Avoidance Mobile Charging in Wireless Rechargeable Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016

Share the Crowdsensing Data with Local Crowd by V2V Communications.

[BibT_eX]

[DOI]

Chao Song

Ming Liu

Xili Dai

Mob. Inf. Syst., 2016

Lower bounds on the capacity of wireless ad hoc networks.

[BibT_eX]

[DOI]

Xue Zhang

Hai-gang Gong

Ming Liu

Proceedings of the 2016 International Wireless Communications and Mobile Computing Conference (IWCMC), 2016

2015

TPD: Travel Prediction-based Data Forwarding for light-traffic vehicular networks.

[BibT_eX]

[DOI]

Comput. Networks, 2015

RTS Assisted Mobile Localization: Mitigating Jigsaw Puzzle Problem of Fingerprint Space with Extra Mile.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2015

Remote Cloud or Local Crowd: Communicating and Sharing the Crowdsensing Data.

[BibT_eX]

[DOI]

Chao Song

Ming Liu

Xili Dai

Proceedings of the Fifth IEEE International Conference on Big Data and Cloud Computing, 2015

2014

Parking Backbone: Toward Efficient Overlay Routing in VANETs.

[BibT_eX]

[DOI]

Int. J. Distributed Sens. Networks, 2014

Towards efficient multimedia publish/subscribe in urban VANETs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Smart Computing, 2014

Understanding Multiple Features with Hypercube for Distinguishing Uncertain Objects in Mobile Crowdsensing.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2014

Automatic control on transmission power in wireless networking.

[BibT_eX]

[DOI]

Xue Zhang

Haigang Gong

Ming Liu

Proceedings of the Sixth International Conference on Ubiquitous and Future Networks, 2014

Red or green: Analyzing the data delivery with traffic lights in vehicular ad hoc networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

Distinguishing uncertain objects with multiple features for crowdsensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

2013

Ubiquitous Sensing: Services and Applications.

[BibT_eX]

[DOI]

Int. J. Distributed Sens. Networks, 2013

An Efficient Data Evacuation Strategy for Sensor Networks in Postdisaster Applications.

[BibT_eX]

[DOI]

Ming Liu

Bang Liu

Yonggang Wen

Int. J. Distributed Sens. Networks, 2013

Cloud3DView: an interactive tool for cloud data center operations.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2013 Conference, 2013

Catching up with traffic lights for data delivery in vehicular ad hoc networks.

[BibT_eX]

[DOI]

Proceedings of the 2nd ACM annual international workshop on Mission-oriented wireless sensor networking, 2013

On characterization of the traffic hole problem in Vehicular Ad-hoc Networks.

[BibT_eX]

[DOI]

Chao Song

Jie Wu

Ming Liu

Proceedings of the 2013 IEEE Global Communications Conference, 2013

2012

Spatial and Temporal Correlations-Based Routing Algorithm in Intermittent Connectivity Human Social Network.

[BibT_eX]

[DOI]

Int. J. Distributed Sens. Networks, 2012

Ant-Based Transmission Range Assignment Scheme for Energy Hole Problem in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Ming Liu

Chao Song

Int. J. Distributed Sens. Networks, 2012

IPAD: Intelligent Parking-Assisted Ads Dissemination over Urban VANETs.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Mobile Ad-hoc and Sensor Networks, 2012

RESen: Sensing and Evaluating the Riding Experience Based on Crowdsourcing by Smart Phones.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Mobile Ad-hoc and Sensor Networks, 2012

Towards the traffic hole problem in VANETs.

[BibT_eX]

[DOI]

Proceedings of the ninth ACM international workshop on Vehicular inter-networking, 2012

The sharing at roadside: Vehicular content distribution using parked vehicles.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

A Delay-Based Routing Protocol for Human-Oriented Delay Tolerant Mobile Sensor Network (DTMSN).

[BibT_eX]

[DOI]

Hui Zhao

Ming Liu

Proceedings of the 32nd International Conference on Distributed Computing Systems Workshops (ICDCS 2012 Workshops), 2012

2011

Energy-Efficient Algorithm for Sensor Networks with Non-Uniform Maximum Transmission Range.

[BibT_eX]

[DOI]

Sensors, 2011

On Prolonging Network Lifetime through Load-Similar Node Deployment in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Sensors, 2011

A Distance-Aware Replica Adaptive Data Gathering Protocol for Delay Tolerant Mobile Sensor Networks.

[BibT_eX]

[DOI]

Sensors, 2011

Buffer and Switch: An Efficient Road-to-Road Routing Scheme for VANETs.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Mobile Ad-hoc and Sensor Networks, 2011

Utilizing shared vehicle trajectories for data forwarding in vehicular networks.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

PVA in VANETs: Stopped cars are not silent.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

The last minute: Efficient Data Evacuation strategy for sensor networks in post-disaster applications.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

2010

An Agenda-Based Routing Protocol in Delay Tolerant Mobile Sensor Networks.

[BibT_eX]

[DOI]

Sensors, 2010

Minimum Expected Delay-Based Routing Protocol (MEDR) for Delay Tolerant Mobile Sensor Networks.

[BibT_eX]

[DOI]

Sensors, 2010

A Study on Event-Driven TDMA Protocol for Wireless Sensor Networks.

[BibT_eX]

[DOI]

EURASIP J. Wirel. Commun. Netw., 2010

Interference and power constrained broadcast and multicast routing in wireless ad hoc networks using directional antennas.

[BibT_eX]

[DOI]

Zheng Li

Deying Li

Ming Liu

Comput. Commun., 2010

PCAR: A power controlled routing protocol for wireless ad hoc networks.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Symposium on a World of Wireless, 2010

Quantitative analysis of the effect of transmitting power on the capacity of wireless ad hoc networks.

[BibT_eX]

[DOI]

Proceedings of the 11th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2010

When Transportation Meets Communication: V2P over VANETs.

[BibT_eX]

[DOI]

Proceedings of the 2010 International Conference on Distributed Computing Systems, 2010

2009

A Community-Based Event Delivery Protocol in Publish/Subscribe Systems for Delay Tolerant Sensor Networks.

[BibT_eX]

[DOI]

Sensors, 2009

An Energy-Aware Routing Protocol in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Sensors, 2009

A traffic aware, energy-efficient MAC protocol for Wireless Sensor Networks.

[BibT_eX]

[DOI]

Int. J. Ad Hoc Ubiquitous Comput., 2009

Maximizing network lifetime based on transmission range adjustment in wireless sensor networks.

[BibT_eX]

[DOI]

Comput. Commun., 2009

CED: A Community-Based Event Delivery Protocol in Publish/Subscribe Systems for Delay Tolerant Sensor Network (DTSN).

[BibT_eX]

[DOI]

Proceedings of the ICPP 2009, 2009

A Motion Tendency-Based Adaptive Data Delivery Scheme for Delay Tolerant Mobile Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Computer network architecture and software engineering.

[BibT_eX]

[DOI]

Proceedings of the 6th International ICST Conference on Broadband Communications, 2009

2008

An energy-efficient protocol for data gathering and aggregation in wireless sensor networks.

[BibT_eX]

[DOI]

J. Supercomput., 2008

Mitigating energy holes based on transmission range adjustment in wireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 5th International ICST Conference on Heterogeneous Networking for Quality, 2008

Flow-Based Reservation Marking in MPLS Networks.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2008

A Mobility Prediction-Based Adaptive Data Gathering Protocol for Delay Tolerant Mobile Sensor Network.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

RSQS: Resource-Saving Multi-query Scheduling in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Yuan Zheng

Ming Liu

Jiannong Cao

Proceedings of the 3rd IEEE Asia-Pacific Services Computing Conference, 2008

2007

Efficient Event Delivery in Publish/Subscribe Systems for Wireless Mesh Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

A Lightweight Scheme for Node Scheduling in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Ubiquitous Intelligence and Computing, 4th International Conference, 2007

An Energy-Aware Protocol for Data Gathering Applications in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2007

<i>K</i> -Connected Target Coverage Problem in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Combinatorial Optimization and Applications, 2007

2006

An Interference Free Cluster-Based TDMA Protocol for Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Wireless Algorithms, 2006

An Energy Efficient TDMA Protocol for Event Driven Applications in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Mobile Ad-hoc and Sensor Networks, Second International Conference, 2006

Construction of Optimal Data Aggregation Trees for Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference On Computer Communications and Networks, 2006

Distributed Energy Efficient Data Gathering with Intra-cluster Coverage in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Frontiers of WWW Research and Development, 2006

2005

Coverage Analysis for Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Mobile Ad-hoc and Sensor Networks, First International Conference, 2005

A Distributed Power-Efficient Data Gathering and Aggregation Protocol for Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Parallel and Distributed Processing and Applications, 2005

Traffic Adaptive MAC Protocol for Wireless Sensor Network.

[BibT_eX]

[DOI]

Proceedings of the Networking and Mobile Computing, Third International Conference, 2005

Ming Liu

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