Junyi Liu

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

2025
Efficient Byzantine-Robust Federated Learning Based on the Multimessage Shuffle Protocol for Consumer Internet of Things.
IEEE Internet Things J., July, 2025

Enhancing 3D Gaussian splatting for low-quality images: semantically guided training and unsupervised quality assessment.
Vis. Comput., June, 2025

Prediction of Bank Credit Ratings using Heterogeneous Topological Graph Neural Networks.
CoRR, June, 2025

RISC-Q: A Generator for Real-Time Quantum Control System-on-Chips Compatible with RISC-V.
CoRR, May, 2025

Good things come in small packages: Should we adopt Lite-GPUs in AI infrastructure?
CoRR, January, 2025

Managed-Retention Memory: A New Class of Memory for the AI Era.
CoRR, January, 2025

TS-SatMVSNet: Slope Aware Height Estimation for Large-Scale Earth Terrain Multi-view Stereo.
CoRR, January, 2025

ALPS: An Auto-Labeling and Pre-Training Scheme for Remote Sensing Segmentation With Segment Anything Model.
IEEE Trans. Image Process., 2025

Combining Neighborhood Difference and Gaussian-Gamma-Shaped Feature Map for SAR Image Registration.
IEEE Geosci. Remote. Sens. Lett., 2025

MCA: Multimodal Contrastive Augmentation for Medical Report Generation.
Proceedings of the Data Science: Foundations and Applications, 2025

Adaptive Cross-Attention for Robust Lung Segmentation with Noisy Labels.
Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Storage Class Memory is Dead, All Hail Managed-Retention Memory: Rethinking Memory for the AI Era.
Proceedings of the 2025 Workshop on Hot Topics in Operating Systems, 2025

Good things come in small packages: Should we build AI clusters with Lite-GPUs?
Proceedings of the 2025 Workshop on Hot Topics in Operating Systems, 2025

Radgen: A Cross-Modal Fusion System for Automated Radiology Report Generation.
Proceedings of the 38th IEEE International Symposium on Computer-Based Medical Systems, 2025

2024
CPS Attack Detection under Limited Local Information in Cyber Security: An Ensemble Multi-Node Multi-Class Classification Approach.
ACM Trans. Sens. Networks, March, 2024

Honeycomb: Ordered Key-Value Store Acceleration on an FPGA-Based SmartNIC.
IEEE Trans. Computers, March, 2024

Large-Scale 3D Reconstruction from Multi-View Imagery: A Comprehensive Review.
Remote. Sens., March, 2024

Innovating Sustainability: VQA-Based AI for Carbon Neutrality Challenges.
J. Organ. End User Comput., 2024

Improved Convolution-Based Analysis for Worst-Case Probability Response Time of CAN.
CoRR, 2024

High Spectral-Efficiency, Ultra-low MIMO SDM Transmission over a Field-Deployed Multi-Core OAM Fiber.
CoRR, 2024

Robust change detection for remote sensing images based on temporospatial interactive attention module.
Int. J. Appl. Earth Obs. Geoinformation, 2024

GraySniffer: A Cliques Discovering Method for Illegal SIM Card Vendor Based on Multi-Source Data.
Proceedings of the 23rd IEEE International Conference on Trust, 2024

SGCML: Detecting Hacker Community Hidden in Chat Group.
Proceedings of the 23rd IEEE International Conference on Trust, 2024

Comprehensive Reliability Assessment Method for Wind Power DC Collection Systems.
Proceedings of the International Conference on Electrical, 2024

Selective Data Protection for Energy-Efficient Deep Neural Network Inference in Intermittent IoT Systems.
Proceedings of the 12th International Workshop on Energy Harvesting and Energy-Neutral Sensing Systems, 2024

Integrating MedCLIP and Cross-Modal Fusion for Automatic Radiology Report Generation.
Proceedings of the IEEE International Conference on Big Data, 2024

2023
ARAI-MVSNet: A multi-view stereo depth estimation network with adaptive depth range and depth interval.
Pattern Recognit., December, 2023

Risk-Based Robust Statistical Learning by Stochastic Difference-of-Convex Value-Function Optimization.
Oper. Res., March, 2023

Neural Implicit Field Editing Considering Object-environment Interaction.
CoRR, 2023

LFG: A Generative Network for Real-Time Recommendation.
CoRR, 2023

Data-driven Piecewise Affine Decision Rules for Stochastic Programming with Covariate Information.
CoRR, 2023

Honeycomb: ordered key-value store acceleration on an FPGA-based SmartNIC.
CoRR, 2023

RF-MvCare: RFID-based 3D Human Pose Estimation for Non-lineof-sight Conditions.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2023

241.92-Bit/s/Hz Spectral-Efficiency Transmission over 14-km 7-Core Ring Core Fiber with Low-Complexity 4× 4 MIMO Equalization.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Efficient Hybrid Generation Framework for Aspect-Based Sentiment Analysis.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

LFG: A Generative Network for Real-Time Recommendation.
Proceedings of the 2023 5th International Conference on Big Data Engineering, 2023

2022
Solving Nonsmooth and Nonconvex Compound Stochastic Programs with Applications to Risk Measure Minimization.
Math. Oper. Res., November, 2022

MGATMDA: Predicting Microbe-Disease Associations via Multi-Component Graph Attention Network.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

A Fusion Model Based on Dynamic Web Browsing Behavior Analysis for IoT Insider Threat Detection.
Sensors, 2022

Coupled Learning Enabled Stochastic Programming with Endogenous Uncertainty.
Math. Oper. Res., 2022

CPS Attack Detection under Limited Local Information in Cyber Security: A Multi-node Multi-class Classification Ensemble Approach.
CoRR, 2022

MSPCD: predicting circRNA-disease associations via integrating multi-source data and hierarchical neural network.
BMC Bioinform., 2022

Personalized Prediction of Indoor Comfort Using Graph Convolutional Matrix Completion.
Proceedings of the 5th IEEE International Conference on Multimedia Information Processing and Retrieval, 2022

Cloud Resource Demand Prediction Based on VMD-GRU-TCN Hybrid Model.
Proceedings of the 8th International Conference on Big Data Computing and Communications, 2022

2021
Analysis of Sound Absorption Characteristics of Acoustic Ducts with Periodic Additional Multi-Local Resonant Cavities.
Symmetry, 2021

Nabe: an energetic database of amino acid mutations in protein-nucleic acid binding interfaces.
Database J. Biol. Databases Curation, 2021

360-Channel WDM-MDM Transmission over 25-km Ring-Core Fiber with Low-Complexity Modular 4×4 MIMO Equalization.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Resource Demand Prediction of Cloud Workloads Using an Attention-based GRU Model.
Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021

Accurately Predicting circRNA-disease Associations Using Variational Graph Auto-encoders and LightGBM.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Asymptotic Results of Stochastic Decomposition for Two-Stage Stochastic Quadratic Programming.
SIAM J. Optim., 2020

Two-Stage Stochastic Programming with Linearly Bi-parameterized Quadratic Recourse.
SIAM J. Optim., 2020

Joint wireless and computational resource allocation for ultra-dense mobile-edge computing networks.
KSII Trans. Internet Inf. Syst., 2020

Ultra-Low Inter-Mode-Group Crosstalk Ring-Core Fiber Optimized using Neural Networks and Genetic Algorithm.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

2019
Degrees of Freedom of Multi-Cell MIMO Interference Broadcast Channels With Distributed Base Stations.
KSII Trans. Internet Inf. Syst., 2019

Automatic Generation of Multi-Precision Multi-Arithmetic CNN Accelerators for FPGAs.
Proceedings of the International Conference on Field-Programmable Technology, 2019

TIRR: A Code Reviewer Recommendation Algorithm with Topic Model and Reviewer Influence.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
Polyhedral-Based Dynamic Loop Pipelining for High-Level Synthesis.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018

Study on the Method of Determining Accident Probability Based on Failure for Missile System.
Proceedings of the 2018 IEEE International Conference on Prognostics and Health Management, 2018

Redundancy-Reduced MobileNet Acceleration on Reconfigurable Logic for ImageNet Classification.
Proceedings of the Applied Reconfigurable Computing. Architectures, Tools, and Applications, 2018

2017
High-Resolution Remote Sensing Image Retrieval Based on CNNs from a Dimensional Perspective.
Remote. Sens., 2017

Tile size selection for optimized memory reuse in high-level synthesis.
Proceedings of the 27th International Conference on Field Programmable Logic and Applications, 2017

Run fast when you can: Loop pipelining with uncertain and non-uniform memory dependencies.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016
Hierarchical routing algorithm for ad hoc networks using mobile VMN.
Int. J. Auton. Adapt. Commun. Syst., 2016

Who Moved My Cheese: Towards Automatic and Fine-Grained Classification and Modeling Ad Network.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Loop Splitting for Efficient Pipelining in High-Level Synthesis.
Proceedings of the 24th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2016

When CSI Meets Public WiFi: Inferring Your Mobile Phone Password via WiFi Signals.
Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, 2016

Product Forecasting Based on Average Mutual Information and Knowledge Graph.
Proceedings of the Knowledge Graph and Semantic Computing: Semantic, Knowledge, and Linked Big Data, 2016

2015
Offline Synthesis of Online Dependence Testing: Parametric Loop Pipelining for HLS.
Proceedings of the 23rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2015

2014
Design and Implementation of AIRF: A Anycast-Based Integrated Routing Framework for WSNs.
J. Softw., 2014

Effective Hierarchical Routing Algorithm for Large-scale Wireless Mobile Networks.
J. Networks, 2014

Optimal Task Scheduling in MapReduce.
Proceedings of the 9th IEEE International Conference on Networking, 2014

FPGA implementation of an interior point method for high-speed model predictive control.
Proceedings of the 24th International Conference on Field Programmable Logic and Applications, 2014

2013
Guided depth enhancement via a fast marching method.
Image Vis. Comput., 2013

Guided Depth Enhancement via Anisotropic Diffusion.
Proceedings of the Advances in Multimedia Information Processing - PCM 2013, 2013

An architecture for solving quadratic programs with the fast gradient method on a Field Programmable Gate Array.
Proceedings of the 21st Mediterranean Conference on Control and Automation, 2013

2012
Control Design and Implementation for High Performance Shunt Active Filters in Aircraft Power Grids.
IEEE Trans. Ind. Electron., 2012

Guided inpainting and filtering for Kinect depth maps.
Proceedings of the 21st International Conference on Pattern Recognition, 2012


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