Mingjin Zhang

Orcid: 0000-0002-1653-108X

According to our database1, Mingjin Zhang authored at least 92 papers between 2007 and 2026.

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

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
Decentralized Task Offloading in Collaborative Edge Computing: A Digital Twin Assisted Multi-Agent Reinforcement Learning Approach.
IEEE Trans. Mob. Comput., April, 2026

SPIRIT: Adapting Vision Foundation Models for Unified Single- and Multi-Frame Infrared Small Target Detection.
CoRR, February, 2026

FedRD: Reducing Divergences for Generalized Federated Learning via Heterogeneity-aware Parameter Guidance.
CoRR, January, 2026

ChainTwin: Blockchain-Based Trustless Digital Twin Generation and Cross-Domain Adoption.
IEEE Trans. Netw. Sci. Eng., 2026

Snapshot Compressive Imaging via Degradation Cue and Spectral Latent Diffusion.
IEEE Trans. Image Process., 2026

Verifying energy generation via edge LLM for web3-based decentralized clean energy networks.
Inf. Fusion, 2026

SPHSR: A super-resolution reconstruction method for PG-SPECT inspired by smoothed particle hydrodynamics.
Neurocomputing, 2026

Research on multi-step prediction of wind speed under mixed intense wind climate in mountainous areas: focusing on cooling windstorms.
Eng. Appl. Artif. Intell., 2026

CO²IF: Language-Bridging Hyperspectral-Multispectral Image Fusion with Coordinated and Cross-modal Optimal Transport.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

S-DAG: A Subject-Based Directed Acyclic Graph for Multi-Agent Heterogeneous Reasoning.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025
IRPruneDeXt: Efficient Infrared Small Target Detection via Musical Wavelet-Regularized Channel Pruning.
IEEE Trans. Neural Networks Learn. Syst., December, 2025

PolyLink: A Blockchain Based Decentralized Edge AI Platform for LLM Inference.
CoRR, October, 2025

Computational Fluid Dynamic Network for Infrared Small Target Detection.
IEEE Trans. Neural Networks Learn. Syst., August, 2025

Mobility-Aware Dependent Task Offloading in Edge Computing: A Digital Twin-Assisted Reinforcement Learning Approach.
IEEE Trans. Mob. Comput., April, 2025

Collaborative Edge Intelligence for Autonomous Vehicles: Opportunities and Challenges.
IEEE Netw., March, 2025

InstructVEdit: A Holistic Approach for Instructional Video Editing.
CoRR, March, 2025

MDEformer: Mixed Difference Equation Inspired Transformer for Compressed Video Quality Enhancement.
IEEE Trans. Neural Networks Learn. Syst., February, 2025

Dual-Coupled-Inductor-Based DAB DCX Converter with Full Load Range ZVS.
IEEE Trans. Ind. Electron., January, 2025

MIRSAM: multimodal vision-language segment anything model for infrared small target detection.
Vis. Intell., 2025

WMRNet: Wavelet Mamba With Reversible Structure for Infrared Small Target Detection.
IEEE Trans. Image Process., 2025

A Multilevel Point-Matching Algorithm Based on Hierarchical Feature Detection and Description for SAR-to-Optical Image Registration.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

EdgeShard: Efficient LLM Inference via Collaborative Edge Computing.
IEEE Internet Things J., 2025

IIRNet: Infinite impulse response inspired network for compressed video quality enhancement.
Neurocomputing, 2025

Multimodal Prior Learning with Double Constraint Alignment for Snapshot Spectral Compressive Imaging.
Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Joint UAV Deployment and Model Partition for Efficient Collaborative Inference.
Proceedings of the 31th IEEE International Conference on Parallel and Distributed Systems, 2025

FedHO: Memory-Efficient Federated Fine-Tuning for Large Models via Hybrid Gradient Computation.
Proceedings of the Federated Learning and Edge AI for Privacy and Mobility, 2025

SAIST: Segment Any Infrared Small Target Model Guided by Contrastive Language-Image Pretraining.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

FollowUpBot: An LLM-Based Conversational Robot for Automatic Postoperative Follow-up.
Proceedings of the Behavioural and Social Computing - 12th International Conference, 2025

Semi-supervised Infrared Small Target Detection with Thermodynamic-Inspired Uneven Perturbation and Confidence Adaptation.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

MOCID: Motion Context and Displacement Information Learning for Moving Infrared Small Target Detection.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

IRMamba: Pixel Difference Mamba with Layer Restoration for Infrared Small Target Detection.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024
Novas: Tackling Online Dynamic Video Analytics With Service Adaptation at Mobile Edge Servers.
IEEE Trans. Computers, September, 2024

SPH-Net: Hyperspectral Image Super-Resolution via Smoothed Particle Hydrodynamics Modeling.
IEEE Trans. Cybern., July, 2024

Heat Transfer-Inspired Network for Image Super-Resolution Reconstruction.
IEEE Trans. Neural Networks Learn. Syst., February, 2024

SAR-to-Optical Image Translation via an Interpretable Network.
Remote. Sens., January, 2024

Single-Frame Infrared Small Target Detection via Gaussian Curvature Inspired Network.
IEEE Trans. Geosci. Remote. Sens., 2024

Wind speed multi-step prediction based on the comparison of wind characteristics and error correction: Focusing on periodic thermally-developed winds.
Eng. Appl. Artif. Intell., 2024

Research on gesture recognition method based on SEDCNN-SVM.
CoRR, 2024

Unleashing the Power of Generic Segmentation Models: A Simple Baseline for Infrared Small Target Detection.
CoRR, 2024

EdgeShard: Efficient LLM Inference via Collaborative Edge Computing.
CoRR, 2024

Digital Twin-assisted Reinforcement Learning for Resource-aware Microservice Offloading in Edge Computing.
CoRR, 2024

Multi-unit stacked architecture: An urban scene segmentation network based on UNet and ShuffleNetv2.
Appl. Soft Comput., 2024

Unleashing the Power of Generic Segmentation Model: A Simple Baseline for Infrared Small Target Detection.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

VmambaSCI: Dynamic Deep Unfolding Network with Mamba for Compressive Spectral Imaging.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Explore Hybrid Modeling for Moving Infrared Small Target Detection.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

PolyTwin: Edge Blockchain-empowered Trustworthy Digital Twin Network for Metaverse.
Proceedings of the IEEE International Conference on Metaverse Computing, 2024

Resource-efficient Parallel Split Learning in Heterogeneous Edge Computing.
Proceedings of the International Conference on Computing, Networking and Communications, 2024

IRSAM: Advancing Segment Anything Model for Infrared Small Target Detection.
Proceedings of the Computer Vision - ECCV 2024, 2024

IRPruneDet: Efficient Infrared Small Target Detection via Wavelet Structure-Regularized Soft Channel Pruning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Curvature Consistent Network for Microscope Chip Image Super-Resolution.
IEEE Trans. Neural Networks Learn. Syst., December, 2023

Thermodynamics-Inspired Multi-Feature Network for Infrared Small Target Detection.
Remote. Sens., October, 2023

CHFNet: Curvature Half-Level Fusion Network for Single-Frame Infrared Small Target Detection.
Remote. Sens., March, 2023

Blockchain-based Collaborative Edge Intelligence for Trustworthy and Real-Time Video Surveillance.
IEEE Trans. Ind. Informatics, 2023

Dim2Clear Network for Infrared Small Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

Fluid Micelle Network for Image Super-Resolution Reconstruction.
IEEE Trans. Cybern., 2023

SAR-to-Optical Image Translation via Thermodynamics-inspired Network.
CoRR, 2023

PolyVerse: An Edge Computing-Empowered Metaverse with Physical-to-Virtual Projection.
Proceedings of the International Conference on Intelligent Metaverse Technologies & Applications, 2023

ESSAformer: Efficient Transformer for Hyperspectral Image Super-resolution.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
COCO-Net: A Dual-Supervised Network With Unified ROI-Loss for Low-Resolution Ship Detection From Optical Satellite Image Sequences.
IEEE Trans. Geosci. Remote. Sens., 2022

EaaS: A Service-Oriented Edge Computing Framework Towards Distributed Intelligence.
Proceedings of the IEEE International Conference on Service-Oriented System Engineering, 2022

Exploring Feature Compensation and Cross-level Correlation for Infrared Small Target Detection.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

RKformer: Runge-Kutta Transformer with Random-Connection Attention for Infrared Small Target Detection.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

SAR-to-Optical Image Translation via Neural Partial Differential Equations.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

ENTS: An Edge-native Task Scheduling System for Collaborative Edge Computing.
Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022

ISNet: Shape Matters for Infrared Small Target Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Difference Curvature Multidimensional Network for Hyperspectral Image Super-Resolution.
Remote. Sens., 2021

Edge-Preserving Convolutional Generative Adversarial Networks for SAR-to-Optical Image Translation.
Remote. Sens., 2021

Make complex CAPTCHAs simple: A fast text captcha solver based on a small number of samples.
Inf. Sci., 2021

E-Tree Learning: A Novel Decentralized Model Learning Framework for Edge AI.
IEEE Internet Things J., 2021

2020
Neural Probabilistic Graphical Model for Face Sketch Synthesis.
IEEE Trans. Neural Networks Learn. Syst., 2020

Cascaded Face Sketch Synthesis Under Various Illuminations.
IEEE Trans. Image Process., 2020

Bionic Face Sketch Generator.
IEEE Trans. Cybern., 2020

A Contribution Algorithm from LDRI to HDRI.
Int. J. Pattern Recognit. Artif. Intell., 2020

2019
Deep Latent Low-Rank Representation for Face Sketch Synthesis.
IEEE Trans. Neural Networks Learn. Syst., 2019

Dual-Transfer Face Sketch-Photo Synthesis.
IEEE Trans. Image Process., 2019

Cross-Domain Face Sketch Synthesis.
IEEE Access, 2019

2018
Compositional Model-Based Sketch Generator in Facial Entertainment.
IEEE Trans. Cybern., 2018

Markov Random Neural Fields for Face Sketch Synthesis.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Face Sketch Synthesis From Coarse to Fine.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2015
TerraFly GeoCloud: An Online Spatial Data Analysis and Visualization System.
ACM Trans. Intell. Syst. Technol., 2015

Face Sketch Synthesis via Sparse Representation-Based Greedy Search.
IEEE Trans. Image Process., 2015

Recognition of facial sketch styles.
Neurocomputing, 2015

Moving Video Mapper and City Recorder with Geo-Referenced Videos.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

City Recorder: Virtual City Tour Using Geo-referenced Videos.
Proceedings of the 2015 IEEE International Conference on Information Reuse and Integration, 2015

2014
Optimizing online spatial data analysis with sequential query patterns.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014

2013
Online spatial data analysis and visualization system.
Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics, 2013

Epidemiological Data Analysis in TerraFly Geo-spatial Cloud.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

SksOpen: Efficient Indexing, Querying, and Visualization of Geo-spatial Big Data.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

TerraFly GeoCloud: online spatial data analysis system.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2007
Neural-Memory Based Control of Micro Air Vehicles (MAVs) with Flapping Wings.
Proceedings of the Advances in Neural Networks, 2007

Neuro-Adaptive Formation Control of Multi-Mobile Vehicles: Virtual Leader Based Path Planning and Tracking.
Proceedings of the Advances in Neural Networks, 2007

Human Memory/Learning Inspired Approach for Attitude Control of Crew Exploration Vehicles (CEVs).
Proceedings of the American Control Conference, 2007


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