Kang Liu

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

Bibliography

2026
Integrating Hydrodynamic Mechanisms and Deep Learning for Real-Time Flood Inundation Forecasting.
J. Comput. Civ. Eng., 2026

A two-step inertial Bregman symmetric ADMM-type algorithm with KL-property for nonconvex nonsmooth nonseparable optimization problems with application.
J. Comput. Appl. Math., 2026

DPTrack: Dual-prompt guided network for visual object tracking.
Expert Syst. Appl., 2026

Predicting the damping ratio of saturated coral sand using explainable artificial intelligence.
Adv. Eng. Informatics, 2026

Vision and acoustic emission multi-modal learning for aircraft crack monitoring.
Adv. Eng. Informatics, 2026

2025
A Precise Semianalytical Model for Efficiently Calculating the Magnetic-Track Coupled Forces in a Superconducting Electrodynamic Suspension Train.
IEEE Trans. Intell. Transp. Syst., November, 2025

PolSAR Image Classification With Complex-Valued Diffusion Model as Representation Learners.
IEEE Trans. Aerosp. Electron. Syst., October, 2025

Deep Neural ODE Operator Networks for PDEs.
CoRR, October, 2025

Scaling Long-Horizon LLM Agent via Context-Folding.
CoRR, October, 2025

Scaling LLM Multi-turn RL with End-to-end Summarization-based Context Management.
CoRR, October, 2025

Generalizable End-to-End Tool-Use RL with Synthetic CodeGym.
CoRR, September, 2025

Scaling Laws for Task-Stratified Knowledge in Post-Training Quantized Large Language Models.
CoRR, August, 2025

SparK: Query-Aware Unstructured Sparsity with Recoverable KV Cache Channel Pruning.
CoRR, August, 2025

OVMamba: omnidirectional vision state space model for underwater images enhancement.
Signal Image Video Process., July, 2025

Local Dense Logit Relations for Enhanced Knowledge Distillation.
CoRR, July, 2025

Moments, Time-Inversion and Source Identification for the Heat Equation.
CoRR, July, 2025

Optimizing Conversational Product Recommendation via Reinforcement Learning.
CoRR, July, 2025

Faster and lighter surface defect detection model for transparent wine bottle.
Int. J. Mach. Learn. Cybern., June, 2025

Biomed-DPT: Dual Modality Prompt Tuning for Biomedical Vision-Language Models.
CoRR, May, 2025

Learning based convex approximation for constrained parametric optimization.
CoRR, May, 2025

Enhanced ECG Arrhythmia Detection Accuracy by Optimizing Divergence-Based Data Fusion.
CoRR, April, 2025

MIR-Bench: Benchmarking LLM's Long-Context Intelligence via Many-Shot In-Context Inductive Reasoning.
CoRR, February, 2025

LongReason: A Synthetic Long-Context Reasoning Benchmark via Context Expansion.
CoRR, January, 2025

Denoising and Adaptive Online Vertical Federated Learning for Sequential Multi-Sensor Data in Industrial Internet of Things.
CoRR, January, 2025

Toward Efficient and Secure Collaborative SQL Analyses of Billion-Scale Datasets.
IEEE Trans. Inf. Forensics Secur., 2025

Semantic Affinity-Driven Spatiotemporal Transformer Network for Satellite Video Moving-Object Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2025

SLO-Aware Scheduling Deep Learning Inference for Digital Twin-Enabled Serverless Edge.
IEEE Internet Things J., 2025

Multi-Path Feature Enhancement Network for real-time semantic segmentation.
Neurocomputing, 2025

A relax-and-round optimization algorithm for online NUMA-aware virtual machine placement.
Expert Syst. Appl., 2025

RAAN: A Gaussian Prior Domain Adaptive Network for Rolling Bearing Fault Diagnosis Under Variable Working Conditions.
Complex Syst. Model. Simul., 2025

Real-time sensing of seed cotton moisture on cotton harvesters with temperature and pressure compensation.
Comput. Electron. Agric., 2025

Anomaly Usage Behavior Detection Based on Multi-Source Water and Electricity Consumption Information.
IEEE Access, 2025

GAMED: Knowledge Adaptive Multi-Experts Decoupling for Multimodal Fake News Detection.
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, 2025

Research on Requirement Vulnerability Detection Method Based on Graph Neural Network and Counterfactual Explanation.
Proceedings of the 33rd IEEE International Requirements Engineering Conference, 2025

Towards Deeper GCNs: Alleviating Over-Smoothing via Iterative Training and Fine-Tuning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2025

Self-supervised scale and affine invariant network for image corner detection and description.
Proceedings of the International Joint Conference on Neural Networks, 2025

Enhancing Logits Distillation with Plug&Play Kendall's τ Ranking Loss.
Proceedings of the Forty-second International Conference on Machine Learning, 2025

Location is All You Need: Efficient Lithographic Hotspot Detection Using Only Polygon Locations.
Proceedings of the Design, Automation & Test in Europe Conference, 2025

Generalizable Lithographic Hotspot Detection Using Asynchronous Meta-Learning with Only One Shot.
Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

Adaptive Dual Guidance Knowledge Distillation.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
Steel surface defect detection based on MobileViTv2 and YOLOv8.
J. Supercomput., September, 2024

Spatial feature embedding for robust visual object tracking.
IET Comput. Vis., June, 2024

TRANS-CNN-Based Gesture Recognition for mmWave Radar.
Sensors, March, 2024

Multiphase BHB-CLL Resonant Converter Based on Secondary-Side VDR With Automatic Current Sharing Characteristic.
IEEE Trans. Ind. Electron., February, 2024

Human activity recognition through deep learning: Leveraging unique and common feature fusion in wearable multi-sensor systems.
Appl. Soft Comput., January, 2024

Equivalent Simulation and Measurement for the Electrodynamic Suspension System Based on the Dynamic Circuit Theory.
IEEE Trans. Instrum. Meas., 2024

Polarity-Constrained Dual-Cycle Generative Adversarial Networks for Irregularly Sampled Seismic Data Reconstruction.
IEEE Trans. Geosci. Remote. Sens., 2024

A first-in-human application of OPM-MEG for localizing motor activity area: Compared to functional MRI.
NeuroImage, 2024

BrainSegFounder: Towards 3D foundation models for neuroimage segmentation.
Medical Image Anal., 2024

Output feedback fuzzy model predictive control with multiple objectives.
J. Frankl. Inst., 2024

Study on a user terminal-assisted beam pointing measurement algorithm for very high-throughput satellite systems.
Int. J. Satell. Commun. Netw., 2024

Development and application of a machine learning-based predictive model for obstructive sleep apnea screening.
Frontiers Big Data, 2024

Real-time detection system for polishing metal surface defects based on convolutional feature concentration and activation network.
Expert Syst. Appl., 2024

Video process detection for space electrostatic suspension material experiment in China's Space Station.
Eng. Appl. Artif. Intell., 2024

Representation and Regression Problems in Neural Networks: Relaxation, Generalization, and Numerics.
CoRR, 2024

EEG-DCNet: A Fast and Accurate MI-EEG Dilated CNN Classification Method.
CoRR, 2024

A Potential Game Perspective in Federated Learning.
CoRR, 2024

The Latent Road to Atoms: Backmapping Coarse-grained Protein Structures with Latent Diffusion.
CoRR, 2024

Kendall's τ Coefficient for Logits Distillation.
CoRR, 2024

Universal Approximation of Dynamical Systems by Semi-Autonomous Neural ODEs and Applications.
CoRR, 2024

BrainFounder: Towards Brain Foundation Models for Neuroimage Analysis.
CoRR, 2024

KS-LLM: Knowledge Selection of Large Language Models with Evidence Document for Question Answering.
CoRR, 2024

OncoGPT: A Medical Conversational Model Tailored with Oncology Domain Expertise on a Large Language Model Meta-AI (LLaMA).
CoRR, 2024

CFAuditChain: Audit BlockChain Based On Cuckoo Filter.
Comput. J., 2024

Analysis and Protection Studies of Bird Droppings Falling on the Electric Field Distribution Near the 330-kV Transmission Line V-Type Composite Insulators.
IEEE Access, 2024

TSC: A Simple Two-Sided Constraint against Over-Smoothing.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Boundary-aware Decoupled Flow Networks for Realistic Extreme Rescaling.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Diffusion-Based Generative Self-Supervised Model for Few-Shot PolSAR Image Classification.
Proceedings of the IGARSS 2024, 2024

DFD: Distilling the Feature Disparity Differently for Detectors.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Domain Adaptive Object Detection with Dehazing Module.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Multi-Gateway Hybrid Space-Ground Precoding for Multi-Beam Satellite Communications.
Proceedings of the 6th International Conference on Communications, 2024

Boosting Pose Estimators via Cross-Representation Distillation.
Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

APPLE: An Explainer of ML Predictions on Circuit Layout at the Circuit-Element Level.
Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

2023
Large-Scale Nonconvex Optimization: Randomization, Gap Estimation, and Numerical Resolution.
SIAM J. Optim., December, 2023

Reliable PPO-Based Concurrent Multipath Transfer for Time-Sensitive Applications.
IEEE Trans. Veh. Technol., October, 2023

Deadline-Constrained Multi-Agent Collaborative Transmission for Delay-Sensitive Applications.
IEEE Trans. Cogn. Commun. Netw., October, 2023

Reducing inconsistencies of FAHP in structural safety assessment of diversion tunnels.
Appl. Soft Comput., October, 2023

Approximate Nash Equilibria in Large Nonconvex Aggregative Games.
Math. Oper. Res., August, 2023

Bidirectional half-bridge LLC resonant converter with automatic current sharing characteristic.
Int. J. Circuit Theory Appl., August, 2023

The Human Activity Radar Challenge: Benchmarking Based on the 'Radar Signatures of Human Activities' Dataset From Glasgow University.
IEEE J. Biomed. Health Informatics, April, 2023

Android malware detection based on sensitive patterns.
Telecommun. Syst., April, 2023

Quaternary Crustal Shortening of the Houyanshan Structure in the Eastern Chinese Tian Shan: Constrained from Geological and Geomorphological Analyses.
Remote. Sens., March, 2023

Scan Denoising and Normal Distribution Transform for Accurate Radar Odometry and Positioning.
IEEE Robotics Autom. Lett., March, 2023

A Novel Actuation Strategy for an Agile Bioinspired FWAV Performing a Morphing-Coupled Wingbeat Pattern.
IEEE Trans. Robotics, February, 2023

Partition Map Prediction for Fast Block Partitioning in VVC Intra-Frame Coding.
IEEE Trans. Image Process., 2023

Converted state equation Kalman filter for nonlinear maneuvering target tracking.
Signal Process., 2023

Mixed Receptive Fields Augmented YOLO with Multi-Path Spatial Pyramid Pooling for Steel Surface Defect Detection.
Sensors, 2023

Large-scale mobile users deployment optimization based on a two-stage hybrid global HS-DE algorithm in multi-UAV-enabled mobile edge computing.
Eng. Appl. Artif. Intell., 2023

Soil Image Segmentation Based on Mask R-CNN.
CoRR, 2023

Unsupervised Text Style Transfer with Deep Generative Models.
CoRR, 2023

Sentence Simplification Using Paraphrase Corpus for Initialization.
CoRR, 2023

Distance spectral radius of the complements of trees with fixed parameters.
Appl. Math. Comput., 2023

Analysis and Protection Studies of Bird Droppings on the Electric Field Distribution Near 330 kV Transmission Line Cathead Towers With Composite Insulators.
IEEE Access, 2023

Hierarchical Machine Unlearning.
Proceedings of the Learning and Intelligent Optimization - 17th International Conference, 2023

Bloomfilter-Based Practical Kernelization Algorithms for Minimum Satisfiability.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Proactive Congestion Avoidance Mechanism with Attention based CNN.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

FBMS: Friendliness Balancing Based Multipath Scheduling for Differential Video Streaming.
Proceedings of the IEEE Global Communications Conference, 2023

Chinese Lexical Substitution: Dataset and Method.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Multilingual Lexical Simplification via Paraphrase Generation.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Simplified Monocular Ranging Anomalous Behaviour Detection Model for Security Monitoring Applications.
Proceedings of the Electronics, Communications and Networks, 2023

Spatial Remapped Network for Transformer Tracking.
Proceedings of the 16th International Congress on Image and Signal Processing, 2023

ParaLS: Lexical Substitution via Pretrained Paraphraser.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
Two-Level Stackelberg Game for IoT Computational Resource Trading Mechanism: A Smart Contract Approach.
IEEE Trans. Serv. Comput., 2022

A Noncontact Control Strategy for Circular Peg-in-Hole Assembly Guided by the 6-DOF Robot Based on Hybrid Vision.
IEEE Trans. Instrum. Meas., 2022

Fast and Precise Calculation of Mutual Inductance for Electrodynamic Suspension: Methodology and Validation.
IEEE Trans. Ind. Electron., 2022

A Global Conversion Factor Model for Mapping Zenith Total Delay onto Precipitable Water.
Remote. Sens., 2022

Remote-Sensing Cross-Domain Scene Classification: A Dataset and Benchmark.
Remote. Sens., 2022

Deep reinforcement learning-based fountain coding for concurrent multipath transfer in high-speed railway networks.
Peer-to-Peer Netw. Appl., 2022

Parameter Design and Imaging Method of Spaceborne Azimuth Interrupted FMCW SAR.
IEEE Geosci. Remote. Sens. Lett., 2022

Azimuth Interrupted FMCW SAR for High-Resolution Imaging.
IEEE Geosci. Remote. Sens. Lett., 2022

Production systems with cycle overrun: modelling, analysis, improvability and bottlenecks.
Int. J. Prod. Res., 2022

The (<i>α</i><sub><i>X</i></sub>, <i>β</i><sub><i>X</i></sub>)-precise estimates of production systems performance metrics.
Int. J. Prod. Res., 2022

Auto calibration of multi-camera system for human pose estimation.
IET Comput. Vis., 2022

Error estimates of a theta-scheme for second-order mean field games.
CoRR, 2022

Social density detection for suckling piglets based on convolutional neural network combined with local outlier factor algorithm.
Comput. Electron. Agric., 2022

A Dual-Stream Input Faster-CNN Model for Image Forgery Detection.
Proceedings of the Mobile Networks and Management - 12th EAI International Conference, 2022

A privacy protection solution based on data aggregation and batch authentication.
Proceedings of the 5th International ACM Mobicom Workshop on Drone Assisted Wireless Communications for 5G and Beyond, 2022

DRL-Based Fountain Codes for Concurrent Multipath Transfer in 6G Networks.
Proceedings of the IEEE INFOCOM 2022, 2022

DPLogChain: A Dynamic Packaging LogChain based on Random Witness.
Proceedings of the IEEE International Conference on Communications, 2022

PPO-based Reliable Concurrent Transmission Control for Telemedicine Real-time Services.
Proceedings of the IEEE International Conference on Communications, 2022

RPQ: Resilient-Priority Queue Scheduling for Delay-Sensitive Applications.
Proceedings of the 23rd IEEE International Conference on High Performance Switching and Routing, 2022

An Intent-Based Routing Scheme in Satellite IoT.
Proceedings of the Game Theory for Networks, 2022

A Distributed Data Fabric Architecture based on Metadate Knowledge Graph.
Proceedings of the 5th International Conference on Data Science and Information Technology, 2022

Point-of-Interest Recommendation System based on DeepWalk and Tensor Decomposition.
Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design, 2022

POI Recommendation Algorithm based on Region Transfer Collaborative Filtering.
Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design, 2022

Lightweight Natural Language Driven Intent Translation Mechanism for Intent Based Networking.
Proceedings of the 7th International Conference on Computer and Communication Systems, 2022

2021
Operation of a Seven-Level T-Type Active Neutral-Point-Clamped Converter With Modified Level-Shifted PWM.
IEEE Trans. Ind. Electron., 2021

Open-Switch Fault-Tolerant Operation of T-Type Active Neutral-Point-Clamped Converter Using Level-Shifted PWM.
IEEE Trans. Circuits Syst. II Express Briefs, 2021

The (α, β)-Precise Estimates of MTBF and MTTR: Definition, Calculation, and Observation Time.
IEEE Trans Autom. Sci. Eng., 2021

Site Investigations of the Lacustrine Clay in Taihu Lake, China, Using Self-Boring Pressuremeter Test.
Sensors, 2021

Context-Adaptive Inverse Quantization for Inter-Frame Coding.
IEEE Open J. Circuits Syst., 2021

Privacy-preserving incentive mechanism for multi-leader multi-follower IoT-edge computing market: A reinforcement learning approach.
J. Syst. Archit., 2021

Reliable Cybertwin-Driven Concurrent Multipath Transfer With Deep Reinforcement Learning.
IEEE Internet Things J., 2021

Genetic algorithm enhanced cloaking design of silicon multi-layers in dielectric background.
Int. J. Model. Identif. Control., 2021

Semantics-to-Signal Scalable Image Compression with Learned Revertible Representations.
Int. J. Comput. Vis., 2021

A Novel Actuation Strategy for an Agile Bio-inspired FWAV Performing a Morphing-coupled Wingbeat Pattern.
CoRR, 2021

Enhancement of Target-Oriented Opinion Words Extraction with Multiview-Trained Machine Reading Comprehension Model.
Comput. Intell. Neurosci., 2021

Test Scenarios Construction Based on Combinatorial Testing Strategy for Automated Vehicles.
IEEE Access, 2021

An Isolated High Step-Up Three Switch Quasi-Z-Source DC-DC Converter.
Proceedings of the IECON 2021, 2021

Research on Application of Frontier Technologies at Smart Airport.
Proceedings of the Data Science, 2021

Chinese Named Entity Recognition Based on Bi-directional Quasi-Recurrent Neural Networks improved with BERT: new method to solve chinese ner.
Proceedings of the ICIAI 2021: 2021 the 5th International Conference on Innovation in Artificial Intelligence, 2021

2020
A New Cable-Less Seismograph with Functions of Real-Time Data Transmitting and High-Precision Differential Self-Positioning.
Sensors, 2020

Semisupervised Classification Based on SLIC Segmentation for Hyperspectral Image.
IEEE Geosci. Remote. Sens. Lett., 2020

Blockchain-Empowered Decentralized Framework for Secure and Efficient Software Crowdsourcing.
Proceedings of the 2020 IEEE World Congress on Services, 2020

Interrupted FMCW SAR Imaging via Sparse Reconstruction.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Adaptive Neural Network Control of Lower Limb Exoskeleton Robots Using Disturbance Observer.
Proceedings of the 5th International Conference on Advanced Robotics and Mechatronics, 2020

A Workload-Aware Load Balancing Algorithm for Cluster Rendering Platform.
Proceedings of the 23rd IEEE International Conference on Computational Science and Engineering, 2020

Connecting Embeddings for Knowledge Graph Entity Typing.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Optimal Pricing Mechanism for Data Market in Blockchain-Enhanced Internet of Things.
IEEE Internet Things J., 2019

A Novel Debt-Credit Mechanism for Blockchain-Based Data-Trading in Internet of Vehicles.
IEEE Internet Things J., 2019

Credit-Based Payments for Fast Computing Resource Trading in Edge-Assisted Internet of Things.
IEEE Internet Things J., 2019

Performance Analyses of Four-Instant Discretization Formulas With Application to Generalized-Sylvester-Type Future Matrix Equation.
IEEE Access, 2019

Perishable Digital Goods Trading Mechanism for Blockchain- Based Vehicular Network.
Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

On Fusing Multiple Instance Selection Results.
Proceedings of the 2019 IEEE International Conference on Industrial Engineering and Engineering Management, 2019

Channel Estimation Algorithm Based on the Block Sparsity in Massive MIMO-OFDM Systems.
Proceedings of the 19th IEEE International Conference on Communication Technology, 2019

A Best Detecting Synchrony Method in Audio STROOP EEG Based on Wavelet Coherence.
Proceedings of the Cognitive Computing - ICCC 2019, 2019

Many-to-Many Collaborator Recommendation Based on Matching Markets Theory.
Proceedings of the 2019 IEEE Intl Conf on Dependable, 2019

A vehicle routing problem with dynamic demands and restricted failures solved using stochastic predictive control.
Proceedings of the 2019 American Control Conference, 2019

2018
Decoy-state reference-frame-independent quantum key distribution with the single-photon-added coherent source.
Quantum Inf. Process., 2018

Convolutional Neural Network-Based Residue Super-Resolution for Video Coding.
Proceedings of the IEEE Visual Communications and Image Processing, 2018

2015
基于Web数据的实证研究:城市轨道交通对住宅价格的时空效应分析 (Empirical Research Based on Web Data: An Analysis on Spatio-temporal Effect of City Rail Transit on Residential House Prices).
计算机科学, 2015


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