Jingyu Liu

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

Bibliography

2026
A Survey of Neural Network Robustness Assessment in Image Recognition.
ACM Comput. Surv., September, 2026

DyTopK: Accelerating Top-K SpMV on Embedded FPGAs via Dynamic Floating-Point Quantization.
IEEE Trans. Very Large Scale Integr. Syst., June, 2026

Probabilistic Assessment of Rare Transient Instability Events via Kriging-based Active Learning Framework.
CoRR, May, 2026

Towards Event-Aware Forecasting in DeFi: Insights from On-chain Automated Market Maker Protocols.
CoRR, April, 2026

Fundus-R1: Training a Fundus-Reading MLLM with Knowledge-Aware Reasoning on Public Data.
CoRR, April, 2026

Not All Prefills Are Equal: PPD Disaggregation for Multi-turn LLM Serving.
CoRR, March, 2026

SAVE: Speech-Aware Video Representation Learning for Video-Text Retrieval.
CoRR, March, 2026

Scaling Beyond Masked Diffusion Language Models.
CoRR, February, 2026

GigaBrain-0.5M*: a VLA That Learns From World Model-Based Reinforcement Learning.
CoRR, February, 2026

Tackling the Inherent Difficulty of Noise Filtering in RAG.
CoRR, January, 2026

FairRelay: Fair Off-Chain Incentives for Decentralized Physical Infrastructure Networks.
IEEE Trans. Dependable Secur. Comput., 2026

Multi-agent deep reinforcement learning for collaborative task offloading in internet of vehicles.
Phys. Commun., 2026

OTBD: Overfitting tendency assessment based on benchmark deviation for dependable model training.
J. Syst. Softw., 2026

GSFF-SLAM: 3D semantic Gaussian splatting SLAM via feature field.
Expert Syst. Appl., 2026

Safe online reinforcement learning with diffusion world model and Langevin dynamics.
Expert Syst. Appl., 2026

Bioinspired micro-/nano-composite structures for simultaneous enhancement of light extraction efficiency and output uniformity in Micro-LEDs.
Displays, 2026

Few-shot medical image segmentation based on multi-granularity gating mechanism and channel-wise adaptive activation.
Biomed. Signal Process. Control., 2026

AutoCT: Hybrid Compressor Tree Optimization via Reinforcement Learning with Graph Modeling.
Proceedings of the 31st Asia and South Pacific Design Automation Conference, 2026

2025
Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed.
CoRR, December, 2025

A Superfast Direct Solver for Type-III Inverse Nonuniform Discrete Fourier Transform.
CoRR, December, 2025

TiDAR: Think in Diffusion, Talk in Autoregression.
CoRR, November, 2025

Tiny but Mighty: A Software-Hardware Co-Design Approach for Efficient Multimodal Inference on Battery-Powered Small Devices.
CoRR, October, 2025

Rethinking Reward Miscalibration of GRPO in Agentic RL.
CoRR, September, 2025

Hierarchical Tucker Low-Rank Matrices: Construction and Matrix-Vector Multiplication.
CoRR, August, 2025

TSN Cache: Exploiting Data Localities in Graph Computing Applications.
ACM Trans. Archit. Code Optim., June, 2025

Dual encoding feature filtering generalized attention UNET for retinal vessel segmentation.
CoRR, June, 2025

Do not Abstain! Identify and Solve the Uncertainty.
CoRR, June, 2025

HAMburger: Accelerating LLM Inference via Token Smashing.
CoRR, May, 2025

BISAP: A student academic performance prediction model based on the fusion of classroom behavior images and educational information.
Educ. Inf. Technol., April, 2025

GSFF-SLAM: 3D Semantic Gaussian Splatting SLAM via Feature Field.
CoRR, April, 2025

PGAD: Prototype-Guided Adaptive Distillation for Multi-Modal Learning in AD Diagnosis.
CoRR, March, 2025

Optimizing Multi-Hop Document Retrieval Through Intermediate Representations.
CoRR, March, 2025

Efficient Sampling and Sensitivity Analysis of Rare Transient Instability Events via Subset Simulation.
CoRR, March, 2025

A comprehensive survey on graph neural network accelerators.
Frontiers Comput. Sci., February, 2025

Real-time bidding with multi-agent reinforcement learning in multi-channel display advertising.
Neural Comput. Appl., January, 2025

Analysis of the Staggered DG Method for the Quasi-Newtonian Stokes flows.
J. Sci. Comput., January, 2025

Hashing for Image Geolocalization of Street Views.
IEEE Trans. Geosci. Remote. Sens., 2025

Seismic Porosity Prediction via Semi-Supervised Learning: Integrating a Low-Frequency Model and a Closed-Loop Network Structure.
IEEE Trans. Geosci. Remote. Sens., 2025

A new workspace estimation method for heavy-load parallel kinematic machine considering mechanism deformation and motor loading performance.
Robotica, 2025

Unmanned surface vehicle autonomous racing and obstacle avoidance with robust adversarial deep reinforcement learning.
Eng. Appl. Artif. Intell., 2025

MTT : Multi-Tier Transformer for Early Diagnosis of Autism Spectrum Disorder and Language Disorder in Infants.
Comput. Intell., 2025

Scene-LLM: Extending Language Model for 3D Visual Reasoning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Path of Light: Interactive Narrative Design Based on Mix Reality for Silk Road Cultural Perception.
Proceedings of the Adjunct Proceedings of the 38th Annual ACM Symposium on User Interface Software and Technology, 2025

Software Model Generation and Simulation for Change Impact Analysis with LLM.
Proceedings of the 25th International Conference on Software Quality, 2025

OHIF -SAM2: Accelerating Radiology Workflows with Meta Segment Anything Model 2.
Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Cross-Chain Options: A Bridgeless, Universal, and Efficient Approach.
Proceedings of the IEEE International Conference on Web Services, 2025

Speculative Prefill: Turbocharging TTFT with Lightweight and Training-Free Token Importance Estimation.
Proceedings of the Forty-second International Conference on Machine Learning, 2025

Enhancing Long Video Understanding via Hierarchical Event-Based Memory.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

Palmbench: a comprehensive Benchmark of Compressed Large Language Models on Mobile Platforms.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

TRACE: Temporal Grounding Video LLM via Causal Event Modeling.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

EdgeAttNet: Towards Barb-Aware Filament Segmentation.
Proceedings of the IEEE International Conference on Data Mining, 2025

Music Grounding by Short Video.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Multi-Object Sketch Animation by Scene Decomposition and Motion Planning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Explainable Interactive Digital Behavioral Analysis Using Spatial Correlations for ASD Early Screening.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

ProtoD<sup>2</sup>C<sup>2</sup>: Prototype-Based Dual-Supervision, Dual-Consistency, and Dual-Contrastive Learning for OCT Fluid Segmentation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

Adapting Generative Foundation Models for Cross-Domain Medical Image Generation With Limited Sample Size.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

PGAD: Prototype-Guided Adaptive Distillation for Multi-Modal Learning in AD Diagnosis.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

Knowledge-Guided Dynamic-Static Feature Synergy for 4DCT Medical Image Generation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

Do not Abstain! Identify and Solve the Uncertainty.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Optimizing Multi-Hop Document Retrieval Through Intermediate Representations.
Proceedings of the Findings of the Association for Computational Linguistics, 2025

D&M: Enriching E-commerce Videos with Sound Effects by Key Moment Detection and SFX Matching.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

TC-LLaVA: Rethinking the Transfer of LLava from Image to Video Understanding with Temporal Considerations.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024
An Audiovisual Correlation Matching Method Based on Fine-Grained Emotion and Feature Fusion.
Sensors, September, 2024

A novel open-source CADs platform for 3D CT pulmonary analysis.
Comput. Biol. Medicine, February, 2024

How Far Are We From AGI: Are LLMs All We Need?
Trans. Mach. Learn. Res., 2024

Efficient and Universally Accessible Cross-Chain Options without Upfront Holder Collateral.
CoRR, 2024

EITNet: An IoT-Enhanced Framework for Real-Time Basketball Action Recognition.
CoRR, 2024

PalmBench: A Comprehensive Benchmark of Compressed Large Language Models on Mobile Platforms.
CoRR, 2024

How Much Can RAG Help the Reasoning of LLM?
CoRR, 2024

TC-LLaVA: Rethinking the Transfer from Image to Video Understanding with Temporal Considerations.
CoRR, 2024

Comparative Analysis of Learning-Based Methods for Transient Stability Assessment.
CoRR, 2024

Dynamic and Compressive Adaptation of Transformers From Images to Videos.
CoRR, 2024

VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding.
CoRR, 2024

How Far Are We From AGI.
CoRR, 2024

FairRelay: Fair and Cost-Efficient Peer-to-Peer Content Delivery through Payment Channel Networks.
CoRR, 2024

A Survey of Neural Network Robustness Assessment in Image Recognition.
CoRR, 2024

Scene-LLM: Extending Language Model for 3D Visual Understanding and Reasoning.
CoRR, 2024

Effective Long-Context Scaling of Foundation Models.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Efficient Probabilistic Optimal Power Flow Assessment Using an Adaptive Stochastic Spectral Embedding Surrogate Model.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

Perfect Alignment May be Poisonous to Graph Contrastive Learning.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Transfer Learning from Tumors to Organs at Risk for Cervical Cancer Image Segmentation.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Integrating Virtual and Real: A Holistic Framework for Mixed Reality Interactive Design in Museum Exhibitions.
Proceedings of the Human-Computer Interaction, 2024

Semi-supervised Choroidal Segmentation with Attention-based Refinement Contrastive Learning.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

WaveNet: Tackling Non-stationary Graph Signals via Graph Spectral Wavelets.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
A Novel Small Samples Fault Diagnosis Method Based on the Self-attention Wasserstein Generative Adversarial Network.
Neural Process. Lett., October, 2023

Semantic feature learning for software defect prediction from source code and external knowledge.
J. Syst. Softw., October, 2023

A novel approach using multispectral imaging for rapid development of seed pellet formulations to mitigate drought stress in alfalfa.
Comput. Electron. Agric., September, 2023

Predicting neural network confidence using high-level feature distance.
Inf. Softw. Technol., July, 2023

Do We Really Need Contrastive Learning for Graph Representation?
CoRR, 2023

Code Llama: Open Foundation Models for Code.
CoRR, 2023

Text-guided 3D Human Generation from 2D Collections.
CoRR, 2023

CLIP-Layout: Style-Consistent Indoor Scene Synthesis with Semantic Furniture Embedding.
CoRR, 2023

MTD-RTPE: A Malicious Traffic Detection Method Based on Relative Time-Delay Positional Encoding.
Proceedings of the 22nd IEEE International Conference on Trust, 2023

CAS: Crop Aerial Sensing Simulation in Smart Farming.
Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023

DeMonitor: Monitoring Decentralization in Blockchains using BigQuery.
Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2023

Text-guided 3D Human Generation from 2D Collections.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Analysis of Artifactual Components Rejection Threshold towards Enhanced Characterization of Neural Activity in Post-Stroke Survivor.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Exploring Downvoting in Blockchain-based Online Social Media Platforms.
Proceedings of the 9th Intl Conference on Big Data Security on Cloud, 2023

2022
ACGDP: An Augmented Code Graph-Based System for Software Defect Prediction.
IEEE Trans. Reliab., 2022

Consensus of multi-agent systems via prescribed-time sliding mode control method.
Trans. Inst. Meas. Control, 2022

Theoretical model analysis and case simulation of spherical involute surface.
Int. J. Comput. Sci. Math., 2022

Data-driven condition monitoring of stator winding terminal insulation for inverter-fed machine using enhanced switching oscillation signals.
IEICE Electron. Express, 2022

A Sparse Polynomial Chaos Expansion-Based Method for Probabilistic Transient Stability Assessment and Enhancement.
CoRR, 2022

Analysis on the mechanism of sound production and effects of musical flue pipe.
Cogn. Comput. Syst., 2022

Research on Attribute Analysis and Modeling of Color Harmony Based on Objective and Subjective Factors.
IEEE Access, 2022

Containerized Mobile Sensing Simulation Framework for Smart Agriculture.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

How bright should a virtual object be to appear opaque in optical see-through AR?
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2022

Classification of Fruit Varieties Based on Deep Learning.
Proceedings of the 3rd International Conference on Big Data & Artificial Intelligence & Software Engineering, 2022

A Software Defect Location Method based on Static Analysis Results.
Proceedings of the 9th International Conference on Dependable Systems and Their Applications, 2022

Cherry Size and Shape Classification Detection Based On Deep Convolutional Neural Network.
Proceedings of the 5th International Conference on Algorithms, 2022

2021
Conflict Data Fusion in a Multi-Agent System Premised on the Base Basic Probability Assignment and Evidence Distance.
Entropy, 2021

CLIP2TV: An Empirical Study on Transformer-based Methods for Video-Text Retrieval.
CoRR, 2021

Coarse to Fine: Video Retrieval before Moment Localization.
CoRR, 2021

Research on the Correlation Between the Timbre Attributes of Musical Sound and Visual Color.
IEEE Access, 2021

A Model for Pricing the Construction Land Quota and Efficient Land Allocation by Using Improved Sequential Auction and Price Discount.
IEEE Access, 2021

Research Progress and Clinical Application of Radiomics.
Proceedings of the 12th International Symposium on Parallel Architectures, 2021

Perception-Driven Hybrid Foveated Depth of Field Rendering for Head-Mounted Displays.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2021

A Novel Method for Multi-UAV Cooperative Reconnaissance Mission Planning in Denied Environment.
Proceedings of the 2021 International Symposium on Computer Science and Intelligent Control, 2021

A Multi-precision Quantized Super-Resolution Model Framework.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2021

A Simulation System for Scene Synthesis in Virtual Reality.
Proceedings of the Virtual Reality and Mixed Reality, 2021

2020
Image data model optimization method based on cloud computing.
J. Cloud Comput., 2020

Control method of urban intelligent parking guidance system based on Internet of Things.
Comput. Commun., 2020

UAV monitoring and forecasting model in intelligent traffic oriented applications.
Comput. Commun., 2020

Customizing Super-Resolution Framework According to Image Features.
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

2019
SASRT: Semantic-Aware Super-Resolution Transmission for Adaptive Video Streaming over Wireless Multimedia Sensor Networks.
Sensors, 2019

A fault-tolerant and energy-efficient continuous data protection system.
J. Ambient Intell. Humaniz. Comput., 2019

A High-Performance Storage System Based with Dual RAID Engine.
Proceedings of the Smart Computing and Communication - 4th International Conference, 2019

Verification Code Recognition Based on Active and Deep Learning.
Proceedings of the International Conference on Computing, Networking and Communications, 2019

The Association Between Timbre of Musical Sound and Texture.
Proceedings of the 18th IEEE/ACIS International Conference on Computer and Information Science, 2019

A Study of Color-emotion Image Set Construction and Feature Analysis.
Proceedings of the 18th IEEE/ACIS International Conference on Computer and Information Science, 2019

Analysis and Modeling of Timbre Perception Features of Chinese Musical Instruments.
Proceedings of the 18th IEEE/ACIS International Conference on Computer and Information Science, 2019

2018
EEG Recognition of Motor Imagery Based on SVM Ensemble.
Proceedings of the 5th International Conference on Systems and Informatics, 2018

Towards Android Application Protection via Kernel Extension.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2018

MS-RAID: An Energy-Saving Data Layout for CDP.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2018

Arc Path Tracking Algorithm of Dual Differential Driving Automated Guided Vehicle.
Proceedings of the 11th International Congress on Image and Signal Processing, 2018

2017
Primary Frequency Response From the Control of LED Lighting Loads in Commercial Buildings.
IEEE Trans. Smart Grid, 2017

Window-Varying Particle Filter for Parameter Identification of Space Thermal Model.
IEEE Trans. Instrum. Meas., 2017

Analytical model of internal heat transfer of a power chip with through silicon via.
Proceedings of the 12th IEEE International Conference on ASIC, 2017

2016
A Novel Prediction Scheme for Hot Rolled Strip Thickness Based on Extreme Learning Machine.
Proceedings of the Cognitive Systems and Signal Processing, 2016

2015
An Ant's Life: Storytelling in Virtual Reality.
Proceedings of the 2015 Annual Symposium on Computer-Human Interaction in Play, 2015

2014
Multiband CUWB system pulse design methods and performance analysis.
Proceedings of the Proceedings IEEE International Conference on Security, 2014

2013
A design of urban open spatial information system on the basis of spatial information technology.
Proceedings of the 21st International Conference on Geoinformatics, 2013

Searching Desktop Files Based on Synonym Relationship.
Proceedings of the 2013 10th Web Information System and Application Conference, 2013

2012
Hybrid S-RAID: A Power-Aware Archival Storage Architecture.
Proceedings of the 13th International Conference on Parallel and Distributed Computing, 2012

2010
A Method of Deduplication for Data Remote Backup.
Proceedings of the Computer and Computing Technologies in Agriculture IV, 2010

Forecasting research on the driving safety perception of horizontal curves.
Proceedings of the Sixth International Conference on Natural Computation, 2010

2009
An Improved CSP Algorithm and Application in Motor Imagery Recognition.
Proceedings of the Fifth International Conference on Natural Computation, 2009

Early Forecast and Recognition of the Driver Emergency Braking Behavior.
Proceedings of the 2009 International Conference on Computational Intelligence and Security, 2009

2004
An Intelligent Discrete Event Approach to Modeling, Simulation and Control of Autonomous Agents.
Intell. Autom. Soft Comput., 2004

2003
An efficient 3D grid based scheduling for heterogeneous systems.
J. Parallel Distributed Comput., 2003

1999
Using Java to Add "Stored Procedures" to Databases.
Proceedings of the TOOLS 1999: 30th International Conference on Technology of Object-Oriented Languages and Systems, Delivering Quality Software, 1999


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