Ziyu Li

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

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Bibliography

2026
Graph pre-trained framework with spatio-temporal importance masking and fine-grained optimizing for neural decoding.
Pattern Recognit., 2026

BDR-GCL: Toward imagined speech decoding in naturalistic BCI systems via brain dynamics representation enhanced graph contrastive learning.
Expert Syst. Appl., 2026

2025
MDFGNN-SMMA: prediction of potential small molecule-miRNA associations based on multi-source data fusion and graph neural networks.
BMC Bioinform., December, 2025

Neuromorphic Computing with Multi-Frequency Oscillations: A Bio-Inspired Approach to Artificial Intelligence.
CoRR, August, 2025

BrainyMP: Enhancing Motion Planning Using Graph Neural Network Inspired by Brain Spatial Relational Memory.
IEEE Trans. Intell. Transp. Syst., June, 2025

anyECG-chat: A Generalist ECG-MLLM for Flexible ECG Input and Multi-Task Understanding.
CoRR, June, 2025

DC-Seg: Disentangled Contrastive Learning for Brain Tumor Segmentation with Missing Modalities.
CoRR, May, 2025

Phenotype-Guided Generative Model for High-Fidelity Cardiac MRI Synthesis: Advancing Pretraining and Clinical Applications.
CoRR, May, 2025

Cross-Modality Image Interpretation via Concept Decomposition Vector of Visual-Language Models.
IEEE Trans. Circuits Syst. Video Technol., April, 2025

Brain Inspired Adaptive Memory Dual-Net for Few-Shot Image Classification.
CoRR, March, 2025

Self-Navigated 3D Diffusion MRI Using an Optimized CAIPI Sampling and Structured Low-Rank Reconstruction Estimated Navigator.
IEEE Trans. Medical Imaging, February, 2025

A Brain-Inspired Harmonized Learning With Concurrent Arbitration for Enhancing Motion Planning in Fuzzy Environments.
IEEE Trans. Fuzzy Syst., February, 2025

Phase Measurement Deflectometry With Concave Mirror-Assisted Clear Imaging.
IEEE Trans. Instrum. Meas., 2025

UM2Former: U-Shaped Multimixed Transformer Network for Large-Scale Hyperspectral Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2025

Domain adaptive depth completion via spatial-error consistency.
Pattern Recognit., 2025

Quantifying axonal features of human superficial white matter from three-dimensional multibeam serial electron microscopy data assisted by deep learning.
NeuroImage, 2025

LDH-Net: Luminance-based Deep Hybrid Network for Document Image De-shadowing.
Image Vis. Comput., 2025

MDMNI-DGD: A novel graph neural network approach for druggable gene discovery based on the integration of multi-omics data and the multi-view network.
Comput. Biol. Medicine, 2025

Database as Runtime: Compiling LLMs to SQL for In-database Model Serving.
Proceedings of the Companion of the 2025 International Conference on Management of Data, 2025

Dice Adventure: An Asymmetrical Collaborative Game for Exploring the Hybrid Teaming Effects.
Proceedings of the 20th International Conference on the Foundations of Digital Games, 2025

Database is All You Need: Serving LLMs with Relational Queries.
Proceedings of the Proceedings 28th International Conference on Extending Database Technology, 2025

Toward a Framework for Characterizing Teaming Difficulties in Cooperative Video Games.
Proceedings of the 2025 AAAI Spring Symposium Series, 2025

2024
Amalur: The Convergence of Data Integration and Machine Learning.
IEEE Trans. Knowl. Data Eng., December, 2024

A Novel Method for Bitcoin Price Manipulation Identification Based on Graph Representation Learning.
IEEE Trans. Comput. Soc. Syst., October, 2024

Label-Free Virtual Peritoneal Lavage Cytology via Deep-Learning-Assisted Single-Color Stimulated Raman Scattering Microscopy.
Adv. Intell. Syst., May, 2024

Adaptation via Proxy: Building Instance-Aware Proxy for Unsupervised Domain Adaptive 3D Object Detection.
IEEE Trans. Intell. Veh., February, 2024

Multi-Scale Spatio-Temporal Fusion With Adaptive Brain Topology Learning for fMRI Based Neural Decoding.
IEEE J. Biomed. Health Informatics, January, 2024

SPFormer: Self-Pooling Transformer for Few-Shot Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

DEMAE: Diffusion-Enhanced Masked Autoencoder for Hyperspectral Image Classification With Few Labeled Samples.
IEEE Trans. Geosci. Remote. Sens., 2024

Spectral-Spatial Score Fusion Attention Network for Hyperspectral Image Classification With Limited Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

De-biased Multimodal Electrocardiogram Analysis.
CoRR, 2024

Large-scale cross-modality pretrained model enhances cardiovascular state estimation and cardiomyopathy detection from electrocardiograms: An AI system development and multi-center validation study.
CoRR, 2024

CEBench: A Benchmarking Toolkit for the Cost-Effectiveness of LLM Pipelines.
CoRR, 2024

Enhance the Image: Super Resolution using Artificial Intelligence in MRI.
CoRR, 2024

Artificial Intelligence for Neuro MRI Acquisition: A Review.
CoRR, 2024

Overview of blockchain-based terminal-edge-cloud collaborative computing paradigm.
Comput. Electr. Eng., 2024

Quantum Data Structures for Enhanced Database Performance.
Proceedings of Workshops at the 50th International Conference on Very Large Data Bases, 2024

Intent-Spectrum BotTracker: Tackling LLM-Based Social Media Bots Through an Enhanced BotRGCN Model with Intention and Entropy Measurement.
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2024

Cross-Modality Cardiac Insight Transfer: A Contrastive Learning Approach to Enrich ECG with CMR Features.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Hierarchical Window Attention for Motor Imagery EEG Classification.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

A Trustworthy Service Transaction Framework for Privacy Protection.
Proceedings of the Service Science - CCF 17th International Conference, 2024

Model Selection with Model Zoo via Graph Learning.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

LLM-PQA: LLM-enhanced Prediction Query Answering.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Mutation-based Consistency Testing for Evaluating the Code Understanding Capability of LLMs.
Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering, 2024

EEG-Based Recognition of Knowledge Acquisition States in Second Language Learning.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2024

Exploration of Professional Master's Talent Cultivation in Service Computing under the New Situation.
Proceedings of the IEEE International Conference on Software Services Engineering, 2024

2023
Predicting delayed methotrexate elimination in pediatric acute lymphoblastic leukemia patients: an innovative web-based machine learning tool developed through a multicenter, retrospective analysis.
BMC Medical Informatics Decis. Mak., December, 2023

Sentiment Analysis on Online Videos by Time-Sync Comments.
Entropy, July, 2023

Diffusion MRI data analysis assisted by deep learning synthesized anatomical images (DeepAnat).
Medical Image Anal., May, 2023

LiDAR-only 3D object detection based on spatial context.
J. Vis. Commun. Image Represent., May, 2023

Beyond Eliminating Timing Margin: An Efficient and Reliable Negative Margin Timing Error Detection for Neural Network Accelerator Without Accuracy Loss.
IEEE J. Solid State Circuits, May, 2023

LinearDesign.
Dataset, April, 2023

LinearDesign software.
Dataset, April, 2023

Jointly Fusing Multi-Scale Spatial-Logical Brain Networks: A Neural Decoding Method.
IEEE J. Biomed. Health Informatics, 2023

Robust Beamforming Design for RIS-Aided NOMA Secure Networks With Transceiver Hardware Impairments.
IEEE Trans. Commun., 2023

Remote Sensing Image Retrieval in the Past Decade: Achievements, Challenges, and Future Directions.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Algorithm for optimized mRNA design improves stability and immunogenicity.
Nat., 2023

Metadata Representations for Queryable Repositories of Machine Learning Models.
IEEE Access, 2023

A Subject-Adaptive Brain State Decoding Model via Ensemble Transfer Learning.
Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

Smart-Cast: An AI-Based System for Semisolid Casting Process Control.
Proceedings of the 5th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

Optimizing ML Inference Queries Under Constraints.
Proceedings of the Web Engineering - 23rd International Conference, 2023

Macaroni: Crawling and Enriching Metadata from Public Model Zoos.
Proceedings of the Web Engineering - 23rd International Conference, 2023

Data-Driven Online-Merge-Offline Teaching for New Employee Training of State Grid.
Proceedings of the 2023 International Conference on Information Education and Artificial Intelligence, 2023

Optimizing Machine Learning Inference Queries for Multiple Objectives.
Proceedings of the 39th IEEE International Conference on Data Engineering, ICDE 2023, 2023

Amalur: Data Integration Meets Machine Learning.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

SCoTTi: Save Computation at Training Time with an adaptive framework.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

GPA-3D: Geometry-aware Prototype Alignment for Unsupervised Domain Adaptive 3D Object Detection from Point Clouds.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Link State Based Routing and Scheduling Co-Design of Time-Triggered Traffic in Time-Sensitive Networking.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

Genetic algorithm and dynamic planning based airline shipment optimization system.
Proceedings of the 2023 4th International Conference on Computing, 2023

TEPD: A Compound Timing Detection of Both Data-Transition and Path-Activation for Reliable In-Situ Timing Error Detection and Correction in 28nm CMOS.
Proceedings of the IEEE Asian Solid-State Circuits Conference, 2023

2022
Detecting Ethereum Ponzi Schemes Based on Improved LightGBM Algorithm.
IEEE Trans. Comput. Soc. Syst., 2022

The Recognition of Multiple Anxiety Levels Based on Electroencephalograph.
IEEE Trans. Affect. Comput., 2022

Transactional Network Analysis and Money Laundering Behavior Identification of Central Bank Digital Currency of China.
J. Soc. Comput., 2022

Spatial information enhancement network for 3D object detection from point cloud.
Pattern Recognit., 2022

SDnDTI: Self-supervised deep learning-based denoising for diffusion tensor MRI.
NeuroImage, 2022

Metadata Representations for Queryable ML Model Zoos.
CoRR, 2022

Union Embedding and Backbone-Attention boost Zero-Shot Learning Model (UBZSL).
Proceedings of the 5th IEEE International Conference on Image Processing Applications and Systems, 2022

An A3C Deep Reinforcement Learning FPGA Accelerator based on Heterogeneous Compute Units.
Proceedings of the 22nd IEEE International Conference on Communication Technology, 2022

2021
Stock Price Forecasting: An Echo State Network Approach.
Comput. Syst. Sci. Eng., 2021

3D Point Cloud Reconstruction and SLAM as an Input.
CoRR, 2021

Quantifying the uncertainty of neural networks using Monte Carlo dropout for deep learning based quantitative MRI.
CoRR, 2021

SIENet: Spatial Information Enhancement Network for 3D Object Detection from Point Cloud.
CoRR, 2021

SRDTI: Deep learning-based super-resolution for diffusion tensor MRI.
CoRR, 2021

Fault Diagnosis of ZD6 Turnout System Based on Wavelet Transform and GAPSO-FCM.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Energy-Efficient Design of Large Fan-in Dynamic One-hot Multiplexer in 28nm CMOS Technology.
Proceedings of the 2021 IEEE International Conference on Integrated Circuits, 2021

Implementation of Reconfigurable CNN-LSTM Accelerator Based on FPGA.
Proceedings of the 21st International Conference on Communication Technology, 2021

Design and Implementation of OpenCL-Based FPGA Accelerator for YOLOv2.
Proceedings of the 21st International Conference on Communication Technology, 2021

Towards Unified Surgical Skill Assessment.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

An Efficient and Reliable Negative Margin Timing Error Detection for Neural Network Accelerator without Accuracy Loss in 28nm CMOS.
Proceedings of the IEEE Asian Solid-State Circuits Conference, 2021

2020
Susceptible-infected-spreading-based network embedding in static and temporal networks.
EPJ Data Sci., 2020

SI-spreading-based network embedding in static and temporal networks.
CoRR, 2020

Clearness of operating field: a surrogate for surgical skills on in vivo clinical data.
Int. J. Comput. Assist. Radiol. Surg., 2020

A multi-task Faster R-CNN method for 3D vehicle detection based on a single image.
Appl. Soft Comput., 2020

Complex Event Processing on Real-time Video Streams.
Proceedings of the VLDB 2020 PhD Workshop co-located with the 46th International Conference on Very Large Databases (VLDB 2020), ONLINE, August 31, 2020

Unsupervised Surgical Instrument Segmentation via Anchor Generation and Semantic Diffusion.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

A replica storage optimal method for HDFS: based on SVM.
Proceedings of the ICCBDC '20: 2020 4th International Conference on Cloud and Big Data Computing, 2020

2019
Surgical Skill Assessment on In-Vivo Clinical Data via the Clearness of Operating Field.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

A Robust Facial Landmark Detector with Mixed Loss.
Proceedings of the Intelligence Science and Big Data Engineering. Visual Data Engineering, 2019

A Refined 3D Pose Dataset for Fine-Grained Object Categories.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Working Memory Training Using EEG Neurofeedback Based on Theta Coherence of Brain Regions.
Proceedings of the 7th International Winter Conference on Brain-Computer Interface, 2019

2018
Improving Annotation for 3D Pose Dataset of Fine-Grained Object Categories.
CoRR, 2018

2017
Analysis of Airport Departure Baggage Check-in Process Based on Passenger Behavior.
Proceedings of the 10th International Symposium on Computational Intelligence and Design, 2017

Research on Ferry Vehicle Scheduling Problem Within Airport Operations.
Proceedings of the 10th International Symposium on Computational Intelligence and Design, 2017

2016
Fast Algorithms for Verifying Centrosymmetric Solutions of Sylvester Matrix Equations.
Proceedings of the Bio-inspired Computing - Theories and Applications, 2016

Verified Error Bounds for Symmetric Solutions of Operator Matrix Equations.
Proceedings of the Bio-inspired Computing - Theories and Applications, 2016

Optimizing VM live migration strategy based on migration time cost modeling.
Proceedings of the 2016 Symposium on Architectures for Networking and Communications Systems, 2016

2015
A Verified Algorithm for the Centrosymmetric Solution of Sylvester Matrix Equations.
Proceedings of the Bio-Inspired Computing - Theories and Applications, 2015

The Study on Dynamic Conditional Correlation-GARCH Model and its Application.
Proceedings of the Bio-Inspired Computing - Theories and Applications, 2015


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