LP-VFedNN: A Lightweight and Lossless Privacy-Preserving Vertical Federated Learning Framework For Heterogeneous Neural Network Via Homomorphic Encryption and Intel SGX.

[BibT_eX]

[DOI]

Han Sun

Liji Wu

Proceedings of the 2026 International Conference on Multimedia Retrieval, 2026

18.2 A 22nm 1.87ms/Frame Streaming Multi-Speaker ASR Accelerator Leveraging Contextual-Aware Redundancy Skipping with 2D-Writable Microscaling Compute-in-Memory and Similarity-Aware TCAM Design.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Solid-State Circuits Conference, 2026

ACES: A Chiplet Architecture with Resource Partition and Dynamic Scheduling for Agentic LLMs.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference, 2026

A 22nm 15.2μJ/Inference Speech Enhancement Accelerator with Contextual-Aware KV-Cache Management and Reconfigurable D-CIM Engine.

[BibT_eX]

[DOI]

Proceedings of the IEEE Custom Integrated Circuits Conference, 2026

DSP-PCQA: Integrating Multiple Perception Preferences for Point Cloud Quality Assessment.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Points Meet Pixels: Bridging 2D Vision-Language Model and 3D Perception Gaps for Point Cloud Quality Assessment.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

DR.Experts: Differential Refinement of Distortion-Aware Experts for Blind Image Quality Assessment.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Distribution Network Restoration with Mobile Resources Dispatch: A Simulation-Based Online Dynamic Programming Approach.

[BibT_eX]

[DOI]

CoRR, December, 2025

Solvaformer: an SE(3)-equivariant graph transformer for small molecule solubility prediction.

[BibT_eX]

[DOI]

CoRR, November, 2025

IFG: Internet-Scale Guidance for Functional Grasping Generation.

[BibT_eX]

[DOI]

CoRR, November, 2025

From Pixels to Words - Towards Native Vision-Language Primitives at Scale.

[BibT_eX]

[DOI]

CoRR, October, 2025

Fairy: Interactive Mobile Assistant to Real-world Tasks via LMM-based Multi-agent.

[BibT_eX]

[DOI]

CoRR, September, 2025

M2WLLM: Multi-Modal Multi-Task Ultra-Short-term Wind Power Prediction Algorithm Based on Large Language Model.

[BibT_eX]

[DOI]

CoRR, June, 2025

Automatic Reward Shaping from Confounded Offline Data.

[BibT_eX]

[DOI]

Mingxuan Li

Junzhe Zhang

Elias Bareinboim

CoRR, May, 2025

Enforced Interface Constraints for Domain Decomposition Method of Discrete Physics-Informed Neural Networks.

[BibT_eX]

[DOI]

CoRR, May, 2025

HypoEval: Hypothesis-Guided Evaluation for Natural Language Generation.

[BibT_eX]

[DOI]

Mingxuan Li

Hanchen Li

Chenhao Tan

CoRR, April, 2025

Learning Gentle Grasping From Human-Free Force Control Demonstration.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., March, 2025

Modeling, Simulation, and Application of Spatio-Temporal Characteristics Detection in Incipient Slip.

[BibT_eX]

[DOI]

CoRR, February, 2025

Cross-scale semantic fusion integration of dual pathway models in drug repositioning.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2025

StrucGCN: Structural enhanced graph convolutional networks for graph embedding.

[BibT_eX]

[DOI]

Inf. Fusion, 2025

Drug-drug interaction prediction based on graph contrastive learning and dual-view fusion.

[BibT_eX]

[DOI]

Comput. Biol. Chem., 2025

A multi-stage progressive multi-attention transformer for optical magnification medical images super-resolution.

[BibT_eX]

[DOI]

Mingxuan Li

Jinbao Li

Yingchun Cui

Biomed. Signal Process. Control., 2025

An Extensible MARL Framework for Multi-UAV Collaborative Path Planning.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Simulation and Modeling Methodologies, 2025

Confounding Robust Deep Reinforcement Learning: A Causal Approach.

[BibT_eX]

[DOI]

Mingxuan Li

Junzhe Zhang

Elias Bareinboim

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

CIMTester: An Agile Golden-Result-Free BIST Compiler for Robust Compute-In-Memory.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2025

Literature Meets Data: A Synergistic Approach to Hypothesis Generation.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Dispatch Method of Industrial Demand Response Considering Uncertainty.

[BibT_eX]

[DOI]

Mingxuan Li

Dawei He

IEEE Internet Things J., December, 2024

Stripe Noise Removal Algorithm for Infrared Remote Sensing Images Based on Adaptive Weighted Variable Order Model.

[BibT_eX]

[DOI]

Remote. Sens., September, 2024

EasyCalib: Simple and Low-Cost In-Situ Calibration for Force Reconstruction With Vision-Based Tactile Sensors.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., September, 2024

Fast, Zero-Reference Low-Light Image Enhancement with Camera Response Model.

[BibT_eX]

[DOI]

Sensors, August, 2024

Correlation-Guided Semantic Consistency Network for Visible-Infrared Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., June, 2024

A multi-dimensional evolution modeling method for digital twin process model.

[BibT_eX]

[DOI]

Robotics Comput. Integr. Manuf., April, 2024

Multiscale Feature Extraction U-Net for Infrared Dim- and Small-Target Detection.

[BibT_eX]

[DOI]

Remote. Sens., February, 2024

Measuring Villagers' Perceptions of Changes in the Landscape Values of Traditional Villages.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., February, 2024

Seimic impedance inversion based on semi-supervised learning.

[BibT_eX]

[DOI]

Comput. Geosci., January, 2024

Blind Infrared Remote-Sensing Image Deblurring Algorithm via Edge Composite-Gradient Feature Prior and Detail Maintenance.

[BibT_eX]

[DOI]

Remote. Sens., 2024

Simulation-Based Machine Learning for Predicting Academic Performance Using Big Data.

[BibT_eX]

[DOI]

Int. J. Gaming Comput. Mediat. Simulations, 2024

The Comparison of Individual Cat Recognition Using Neural Networks.

[BibT_eX]

[DOI]

Mingxuan Li

Kai Zhou

CoRR, 2024

AttentionLego: An Open-Source Building Block For Spatially-Scalable Large Language Model Accelerator With Processing-In-Memory Technology.

[BibT_eX]

[DOI]

CoRR, 2024

A Multi-scale Feature Adaptation ConvNeXt for Cross-Domain Fault Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Neural Computing for Advanced Applications, 2024

A Dexterous Hybrid Attention Transformer For MRI Super-resolution Of Brain Tumors.

[BibT_eX]

[DOI]

Mingxuan Li

Jinbao Li

Yingchun Cui

Proceedings of the IEEE International Performance, 2024

Incipient Slip-Based Rotation Measurement via Visuotactile Sensing During In-Hand Object Pivoting.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Research on Condition Monitoring Method of Power Equipment Based on Voiceprint Signal.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Machine Learning and Computer Application, 2024

Power-Llava: Large Language and Vision Assistant for Power Transmission Line Inspection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2024

Generating Architectural Floor Plans Through Conditional Large Diffusion Model.

[BibT_eX]

[DOI]

Proceedings of the HCI International 2024 Posters, 2024

SPARK: An Efficient Hybrid Acceleration Architecture with Run-Time Sparsity-Aware Scheduling for TinyML Learning.

[BibT_eX]

[DOI]

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023

Image Restoration via Low-Illumination to Normal-Illumination Networks Based on Retinex Theory.

[BibT_eX]

[DOI]

Sensors, October, 2023

Improving the Representation and Extraction of Contact Information in Vision-Based Tactile Sensors Using Continuous Marker Pattern.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., September, 2023

An Innovative Approach for Removing Stripe Noise in Infrared Images.

[BibT_eX]

[DOI]

Sensors, August, 2023

A High-Density EEG Study Investigating the Neural Correlates of Continuity Editing Theory in VR Films.

[BibT_eX]

[DOI]

Sensors, July, 2023

Research on information fusion method for heat model and weather model based on HOGA-SVM.

[BibT_eX]

[DOI]

Chao Lu

Guoxiong Zhou

Mingxuan Li

Multim. Tools Appl., March, 2023

A Framework for Multiclass Contour Visualization.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2023

Auto-Tuning with Reinforcement Learning for Permissioned Blockchain Systems.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

Identification of tomato leaf diseases based on LMBRNet.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2023

Real-time and Robust Feature Detection of Continuous Marker Pattern for Dense 3-D Deformation Measurement.

[BibT_eX]

[DOI]

CoRR, 2023

Datasets and Benchmarks for Nanophotonic Structure and Parametric Design Simulations.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Martial arts Scoring System based on U-shaped networkWushu intelligent scoring systemLearning to score Chinese Wushu.

[BibT_eX]

[DOI]

Mingxuan Li

Feng Tian

Yuzhi Li

Proceedings of the 2023 7th International Conference on Electronic Information Technology and Computer Engineering, 2023

MK-FLFHNN: A Privacy-Preserving Vertical Federated Learning Framework For Heterogeneous Neural Network Via Multi-Key Homomorphic Encryption.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

Building Efficient Parallel Endorsement Node on Blockchain Systems.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

An Exploration of the accuracy of TOF Automatic Segmentation Algorithm based on U-net model.

[BibT_eX]

[DOI]

Proceedings of the 16th International Congress on Image and Signal Processing, 2023

2022

Flexibility Requirement When Tracking Renewable Power Fluctuation With Peer-to-Peer Energy Sharing.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2022

Continuous Marker Patterns for Representing Contact Information in Vision-Based Tactile Sensor: Principle, Algorithm, and Verification.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2022

A Novel Stripe Noise Removal Model for Infrared Images.

[BibT_eX]

[DOI]

Sensors, 2022

Enhancement and Noise Suppression of Single Low-Light Grayscale Images.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Fast recognition system forTree images based on dual-task Gabor convolutional neural network.

[BibT_eX]

[DOI]

Mingxuan Li

Guoxiong Zhou

Zongchen Li

Multim. Tools Appl., 2022

Peach surface defect identification of complex background based on IDCNN and GWOABC-KM.

[BibT_eX]

[DOI]

Mingxuan Li

Guoxiong Zhou

Chao Lu

Multim. Tools Appl., 2022

Coordinated VSG Control of Photovoltaic/Battery System for Maximum Power Output and Grid Supporting.

[BibT_eX]

[DOI]

IEEE J. Emerg. Sel. Topics Circuits Syst., 2022

Intelligent detect for substation insulator defects based on CenterMask.

[BibT_eX]

[DOI]

CoRR, 2022

FWDGAN-based data augmentation for tomato leaf disease identification.

[BibT_eX]

[DOI]

Comput. Electron. Agric., 2022

Multi-scale Sparse Network with Cross-Attention Mechanism for image-based butterflies fine-grained classification.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2022

FLFHNN: An Efficient and Flexible Vertical Federated Learning Framework for Heterogeneous Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Wireless Algorithms, Systems, and Applications, 2022

A Hybrid Si/GaN-Based Quasi-Single-Stage Converter for Microgrid Applications with Simplified Space-Vector Modulation.

[BibT_eX]

[DOI]

Proceedings of the IECON 2022, 2022

Network Security Intrusion Detection and Mass Alarms Under Cluster Computing Platform.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Science in Cyberspace, 2022

FIK: Find Important Knobs for Permessioned Blockchain Hyperledger Fabric.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design, 2022

2021

An Equivalent Homogenization Theoretical Method for Composite Sandwich Cylinders Subjected to Pure Bending.

[BibT_eX]

[DOI]

Symmetry, 2021

MRDA-MGFSNet: Network Based on a Multi-Rate Dilated Attention Mechanism and Multi-Granularity Feature Sharer for Image-Based Butterflies Fine-Grained Classification.

[BibT_eX]

[DOI]

Symmetry, 2021

Commercial hypervisor-based task sandboxing mechanisms are unsecured? But we can fix it!

[BibT_eX]

[DOI]

J. Syst. Archit., 2021

Deep Compression of Neural Networks for Fault Detection on Tennessee Eastman Chemical Processes.

[BibT_eX]

[DOI]

Mingxuan Li

Yuanxun Shao

CoRR, 2021

Achieve Better Endorsement Balance on Blockchain Systems.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

A Novel Trojan Attack against Co-learning Based ASR DNN System.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

CallChain: Identity Authentication Based on Blockchain for Telephony Networks.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

The Scheduling Model of Forest Fire-Extinguishing Resources and Its Simulation.

[BibT_eX]

[DOI]

Guoxiong Zhou

Chao Lu

Mingxuan Li

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2021

2020

Enhanced Power Decoupling Strategy for Virtual Synchronous Generator.

[BibT_eX]

[DOI]

IEEE Access, 2020

A Machine Learning-Assisted Compartmentalization Scheme for Bare-Metal Systems.

[BibT_eX]

[DOI]

Proceedings of the Information and Communications Security - 22nd International Conference, 2020

LAPE: A Lightweight Attestation of Program Execution Scheme for Bare-Metal Systems.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

2019

Spatiotemporal Data Gathering Based on Compressive Sensing in WSNs.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2019

Tolerant Control of Voltage Signal Fault for Converter Station Based Multi-Terminal HVDC Systems.

[BibT_eX]

[DOI]

IEEE Access, 2019

Optimization of Time-Weighted Average Efficiency for Reconfigurable IPT Battery Charging System.

[BibT_eX]

[DOI]

IEEE Access, 2019

SwiftFabric: Optimizing Fabric Private Data Transaction Flow TPS.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

Bayesian-Based Industrial Internet Service Abnormal Detection Algorithm.

[BibT_eX]

[DOI]

Proceedings of the ICITEE-2019: 2nd International Conference on Information Technologies and Electrical Engineering, 2019

Understand Code Style: Efficient CNN-Based Compiler Optimization Recognition System.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

2018

A Practical Data-Gathering Algorithm for Lossy Wireless Sensor Networks Employing Distributed Data Storage and Compressive Sensing.

[BibT_eX]

[DOI]

Sensors, 2018

Energy-Efficient Online Resource Management and Allocation Optimization in Multi-User Multi-Task Mobile-Edge Computing Systems with Hybrid Energy Harvesting.

[BibT_eX]

[DOI]

Sensors, 2018

Generative Adversarial Networks-Based Semi-Supervised Automatic Modulation Recognition for Cognitive Radio Networks.

[BibT_eX]