Tianyu 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

2024
Research on the Soft-Sensing Method of Indicator Diagram of Beam Pumping Unit.
Sensors, March, 2024

Precipitation and Soil Moisture Variation over the Tibetan Plateau to the Anomaly of Indian Summer Monsoon from 1979 to 2019.
Remote. Sens., March, 2024

Robust Gaussian Process Regression With Input Uncertainty: A PAC-Bayes Perspective.
IEEE Trans. Cybern., February, 2024

Lesion identification in fundus images via convolutional neural network-vision transformer.
Biomed. Signal Process. Control., February, 2024

How does Layer Normalization improve Batch Normalization in self-supervised sound source localization?
Neurocomputing, January, 2024

Car-Studio: Learning Car Radiance Fields From Single-View and Unlimited In-the-Wild Images.
IEEE Robotics Autom. Lett., 2024

Rectify the Regression Bias in Long-Tailed Object Detection.
CoRR, 2024

Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding.
CoRR, 2024

2023
Accelerating Convolutional Neural Networks by Exploiting the Sparsity of Output Activation.
IEEE Trans. Parallel Distributed Syst., December, 2023

Layer-Wise Personalized Federated Learning with Hypernetwork.
Neural Process. Lett., December, 2023

Length-squared L-function for identifying clustering pattern of network-constrained flows.
Int. J. Digit. Earth, December, 2023

Assessment of Tool Wear With Insufficient and Unbalanced Data Using Improved Conditional Generative Adversarial Net and High-Quality Optimization Algorithm.
IEEE Trans. Ind. Electron., November, 2023

Multi-View Graph Contrastive Learning via Adaptive Channel Optimization for Depression Detection in EEG Signals.
Int. J. Neural Syst., November, 2023

Autonomous Oropharyngeal-Swab Robot System for COVID-19 Pandemic.
IEEE Trans Autom. Sci. Eng., October, 2023

3DF-FCOS: Small object detection with 3D features based on FCOS.
Comput. Vis. Image Underst., October, 2023

A Soft-Attention Guidance Stacked neural Network for neoadjuvant chemotherapy's pathological response diagnosis using breast dynamic contrast-enhanced MRI.
Biomed. Signal Process. Control., September, 2023

Key-point based automated diagnosis for alveolar dehiscence in mandibular incisors using convolutional neural network.
Biomed. Signal Process. Control., August, 2023

Improved team learning-based grey wolf optimizer for optimization tasks and engineering problems.
J. Supercomput., July, 2023

Length L-function for network-constrained point data.
Trans. GIS, April, 2023

A Stable Large-Scale Multiobjective Optimization Algorithm with Two Alternative Optimization Methods.
Entropy, April, 2023

Time-Optimal Asymmetric S-Curve Trajectory Planning of Redundant Manipulators under Kinematic Constraints.
Sensors, March, 2023

Task Completion Time Minimization for UAV-Enabled Data Collection in Rician Fading Channels.
IEEE Internet Things J., January, 2023

CasANGCL: pre-training and fine-tuning model based on cascaded attention network and graph contrastive learning for molecular property prediction.
Briefings Bioinform., January, 2023

Hyperspectral Image Denoising Using Nonconvex Fraction Function.
IEEE Geosci. Remote. Sens. Lett., 2023

Sea-Land Segmentation of Remote Sensing Images Based on SDW-UNet.
Comput. Syst. Sci. Eng., 2023

PINN-based viscosity solution of HJB equation.
CoRR, 2023

Car-Studio: Learning Car Radiance Fields from Single-View and Endless In-the-wild Images.
CoRR, 2023

RepCL: Exploring Effective Representation for Continual Text Classification.
CoRR, 2023

Tight Collision Probability for UAV Motion Planning in Uncertain Environment.
CoRR, 2023

Approximability of the Four-Vertex Model.
CoRR, 2023

Parallel Discrete Sampling via Continuous Walks.
Proceedings of the 55th Annual ACM Symposium on Theory of Computing, 2023

Learning Rule-Induced Subgraph Representations for Inductive Relation Prediction.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Induction Network: Audio-Visual Modality Gap-Bridging for Self-Supervised Sound Source Localization.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Tight Collision Probability for UAV Motion Planning in Uncertain Environment.
IROS, 2023

INT2: Interactive Trajectory Prediction at Intersections.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Alleviating Transfer Latency in DataFlow Accelerator for DSP Applications.
Proceedings of the 41st IEEE International Conference on Computer Design, 2023

DFGC: DFG-aware NoC Control based on Time Stamp Prediction for Dataflow Architecture.
Proceedings of the 41st IEEE International Conference on Computer Design, 2023

ROMA: A Reconfigurable On-chip Memory Architecture for Multi-core Accelerators.
Proceedings of the IEEE International Conference on High Performance Computing & Communications, 2023

Semantic-Relay-Aided Text Transmission: Placement Optimization and Bandwidth Allocation.
Proceedings of the IEEE Globecom Workshops 2023, 2023

Multiuser Resource Allocation for Semantic-Relay-Aided Text Transmissions.
Proceedings of the IEEE Globecom Workshops 2023, 2023

DialogQAE: N-to-N Question Answer Pair Extraction from Customer Service Chatlog.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Bi-Drop: Enhancing Fine-tuning Generalization via Synchronous sub-net Estimation and Optimization.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

A High-accurate Multi-objective Exploration Framework for Design Space of CPU.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Verification of Current State Opacity using Switching Output Automata.
Proceedings of the 9th International Conference on Control, 2023

MARS: An Instance-Aware, Modular and Realistic Simulator for Autonomous Driving.
Proceedings of the Artificial Intelligence - Third CAAI International Conference, 2023

2022
Settlement of an Existing Tunnel Induced by Crossing Shield Tunneling Involving Residual Jacking Force.
Symmetry, 2022

A many-objective optimization algorithm using a two-space interactive evolutionary framework.
Swarm Evol. Comput., 2022

MS-ADR: predicting drug-drug adverse reactions base on multi-source heterogeneous convolutional signed network.
Soft Comput., 2022

A PI Control Method with HGSO Parameter Regulator for Trajectory Planning of 9-DOF Redundant Manipulator.
Sensors, 2022

Loss-Privacy Tradeoff in Federated Edge Learning.
IEEE J. Sel. Top. Signal Process., 2022

Solving a reliability-performance balancing problem for control systems with degrading actuators under model predictive control framework.
J. Frankl. Inst., 2022

Meta-ADD: A meta-learning based pre-trained model for concept drift active detection.
Inf. Sci., 2022

Spatial-temporal interaction learning based two-stream network for action recognition.
Inf. Sci., 2022

Privacy-Preserving Federated Edge Learning: Modeling and Optimization.
IEEE Commun. Lett., 2022

XMSS-SM3 and MT-XMSS-SM3: Instantiating Extended Merkle Signature Schemes with SM3.
IACR Cryptol. ePrint Arch., 2022

LMS-SM3 and HSS-SM3: Instantiating Hash-based Post-Quantum Signature Schemes with SM3.
IACR Cryptol. ePrint Arch., 2022

Reprint of: Few-shot learning for cardiac arrhythmia detection based on electrocardiogram data from wearable devices.
Digit. Signal Process., 2022

Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making.
CoRR, 2022

On the Complexity of Sampling Redistricting Plans.
CoRR, 2022

An alternative paradigm of fault diagnosis in dynamic systems: orthogonal projection-based methods.
CoRR, 2022

Demystify Optimization and Generalization of Over-parameterized PAC-Bayesian Learning.
CoRR, 2022

Characterization and Implementation of Radar System Applications on a Reconfigurable Dataflow Architecture.
IEEE Comput. Archit. Lett., 2022

A knowledge-driven network for fine-grained relationship detection between miRNA and disease.
Briefings Bioinform., 2022

Application of the unified control and detection framework to detecting stealthy integrity cyber-attacks on feedback control systems.
Autom., 2022

A multi-scale keypoint estimation network with self-supervision for spinal curvature assessment of idiopathic scoliosis from the imperfect dataset.
Artif. Intell. Medicine, 2022

Variable Admittance Control for Robotic Contact Force Tracking in Dynamic Environment Based on Reinforcement Learning.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2022

A Routing-Aware Mapping Method for Dataflow Architectures.
Proceedings of the Network and Parallel Computing, 2022

Toward Believable Acting for Autonomous Animated Characters.
Proceedings of the MIG '22: ACM SIGGRAPH Conference on Motion, Interaction and Games, Guanajuato, Mexico, November 3, 2022

The Application of Fast-time Simulation in the Airport Runway Configuration Optioning.
Proceedings of the IPEC 2022: 3rd Asia-Pacific Conference on Image Processing, Electronics and Computers, Dalian, China, April 14, 2022

Star-Convex Constrained Optimization for Visibility Planning with Application to Aerial Inspection.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Efficient Text-based Person Search via Single-stage Identity-guided Attribute Parsing and Alignment.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

LG-LSTM: Modeling LSTM-Based Interactions for Multi-Agent Trajectory Prediction.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

A Loop Optimization Method for Dataflow Architecture.
Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

Learning Invariant Representation Improves Robustness for MRC Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

LRP: Predictive output activation based on SVD approach for CNN s acceleration.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

Cerberus Transformer: Joint Semantic, Affordance and Attribute Parsing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Privacy-Preserving Incentive Mechanism Design for Federated Cloud-Edge Learning.
IEEE Trans. Netw. Sci. Eng., 2021

3D Trajectory and Transmit Power Optimization for UAV-Enabled Multi-Link Relaying Systems.
IEEE Trans. Green Commun. Netw., 2021

BRAFT: Recurrent All-Pairs Field Transforms for Optical Flow Based on Correlation Blocks.
IEEE Signal Process. Lett., 2021

The Role of the Hercules Autonomous Vehicle During the COVID-19 Pandemic: An Autonomous Logistic Vehicle for Contactless Goods Transportation.
IEEE Robotics Autom. Mag., 2021

A multipopulation evolutionary framework with Steffensen's method for dynamic multiobjective optimization problems.
Memetic Comput., 2021

YOLSO: You Only Look Small Object.
J. Vis. Commun. Image Represent., 2021

Suppression of low frequency oscillations in power equipment at the harbor based on NSGA-II.
J. Ambient Intell. Humaniz. Comput., 2021

Statistical generalization performance guarantee for meta-learning with data dependent prior.
Neurocomputing, 2021

Accurate screw detection method based on faster R-CNN and rotation edge similarity for automatic screw disassembly.
Int. J. Comput. Integr. Manuf., 2021

Few-shot learning for cardiac arrhythmia detection based on electrocardiogram data from wearable devices.
Digit. Signal Process., 2021

Semi-supervised Implicit Scene Completion from Sparse LiDAR.
CoRR, 2021

Cerberus Transformer: Joint Semantic, Affordance and Attribute Parsing.
CoRR, 2021

Identifying Aggregation Artery Architecture of constrained Origin-Destination flows using Manhattan L-function.
CoRR, 2021

Apply Artificial Neural Network to Solving Manpower Scheduling Problem.
CoRR, 2021

An Intelligent Model for Solving Manpower Scheduling Problems.
CoRR, 2021

Automatic Learning to Detect Concept Drift.
CoRR, 2021

Integrating Fast Regional Optimization into Sampling-based Kinodynamic Planning for Multirotor Flight.
CoRR, 2021

PAC-Bayes Bounds for Meta-learning with Data-Dependent Prior.
CoRR, 2021

Research on the Structural Characteristics of Entertainment Industrial Correlation in China: Based on Dual Perspective of Input-Output and Network Analysis.
Complex., 2021

Economic Policy Uncertainty and Chinese Stock Market Volatility: A CARR-MIDAS Approach.
Complex., 2021

Trajectory Planning for Hyper-Redundant Manipulators Based on Lie Theory.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021

ABAE: Utilize Attention to Boost Graph Auto-Encoder.
Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

Deep-Cleansing: Deep-Learning Based Electronic Cleansing in Dual-Energy CT Colonography.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

DICE: Dynamically Induced Cross Entropy for Robust Learning with Noisy Labels.
Proceedings of the Cognitive Systems and Information Processing, 2021

Security design of OTA upgrade for intelligent connected vehicle.
Proceedings of the ICCIR 2021: International Conference on Control and Intelligent Robotics, 2021

A Privacy-Preserving Incentive Mechanism for Federated Cloud-Edge Learning.
Proceedings of the IEEE Global Communications Conference, 2021

Analysis on the Application of Cryptographic Technology in the Communication Security of Intelligent Networked Vehicles.
Proceedings of the 6th International Conference on Automation, 2021

A Drip Irrigation Remote Control System Using 5G-IoT Technology.
Proceedings of the Broadband Communications, Networks, and Systems, 2021

A Residual Life Prediction model for Bivariate Degraded Products Based on Copula and Particle Filtering.
Proceedings of the AISS 2021: 3rd International Conference on Advanced Information Science and System, Sanya, China, November 26, 2021

2020
A design of information granule-based under-sampling method in imbalanced data classification.
Soft Comput., 2020

Fully parametric identification for continuous time fractional order Hammerstein systems.
J. Frankl. Inst., 2020

Visual Companion for Booklovers.
CoRR, 2020

Understanding the hardness of approximate query processing with joins.
CoRR, 2020

Compare and Select: Video Summarization with Multi-Agent Reinforcement Learning.
CoRR, 2020

Hercules: An Autonomous Logistic Vehicle for Contact-less Goods Transportation During the COVID-19 Outbreak.
CoRR, 2020

A Fuzzy-Theory-Based Social Force Model for Studying the Impact of Alighting Area Width on Alighting and Boarding Behaviors.
IEEE Access, 2020

A Fuzzy-Theory-Based Cellular Automata Model for Pedestrian Evacuation From a Multiple-Exit Room.
IEEE Access, 2020

A Methodology of Fake Cell Test Based on the RRC Redirection or Reselection Priorities from the 5G Network.
Proceedings of the Security and Privacy in Social Networks and Big Data, 2020

A Survey of Graph Curvature and Embedding in Non-Euclidean Spaces.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Spinal curve assessment of idiopathic scoliosis with a small dataset via a multi-scale keypoint estimation approach.
Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

A physical knowledge-based extreme learning machine approach to fault diagnosis of rolling element bearing from small datasets.
Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

2019
State estimation for nonlinear discrete-time fractional systems: A Bayesian perspective.
Signal Process., 2019

Fractional central difference Kalman filter with unknown prior information.
Signal Process., 2019

Sufficient and necessary conditions for stabilizing singular fractional order systems with partially measurable state.
J. Frankl. Inst., 2019

A novel accelerated degradation test design considering stress optimization.
Clust. Comput., 2019

A hybrid machine learning approach to cerebral stroke prediction based on imbalanced medical dataset.
Artif. Intell. Medicine, 2019

A Novel Multi-Objective Scheduling Method for Energy Based Unrelated Parallel Machines With Auxiliary Resource Constraints.
IEEE Access, 2019

MCDNet - A Denoising Convolutional Neural Network to Accelerate Monte Carlo Radiation Transport Simulations: A Proof of Principle With Patient Dose From X-Ray CT Imaging.
IEEE Access, 2019

Measurement-Based Characterization and Modeling for Low-Altitude UAV Air-to-Air Channels.
IEEE Access, 2019

A Novel Real-Time Multi-Phase BCI Speller Based on Sliding Control Paradigm of SSVEP.
IEEE Access, 2019

A Novel Dual-Lidar Calibration Algorithm Using Planar Surfaces.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Playing Card-Based RTS Games with Deep Reinforcement Learning.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Robotic floor-tiling platform system design.
Proceedings of the IECON 2019, 2019

2018
Evidential Supplier Selection Based on DEMATEL and Game Theory.
Int. J. Fuzzy Syst., 2018

Torpid Mixing of Markov Chains for the Six-vertex Model on ℤ<sup>2</sup>.
CoRR, 2018

Fine-Grained Air Quality Prediction using Attention Based Neural Network.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

A Brief Review on Robotic Floor-Tiling.
Proceedings of the IECON 2018, 2018

Estimation of Point Cloud Object Pose Using Particle Swarm Optimization.
Proceedings of the International Conference on Machine Vision and Applications, 2018

Detection and Tracking of Moving Objects for Indoor Mobile Robots with a Low-Cost Laser Scanner.
Proceedings of the Artificial Intelligence and Mobile Services - AIMS 2018, 2018

2017
A Fuzzy Comprehensive Evaluation Method Based on AHP and Entropy for a Landslide Susceptibility Map.
Entropy, 2017

Quantum-behaved particle swarm optimization with collaborative attractors for nonlinear numerical problems.
Commun. Nonlinear Sci. Numer. Simul., 2017

Software Abnormal Behavior Detection Based on Hidden Markov Model.
Proceedings of the Innovative Mobile and Internet Services in Ubiquitous Computing, 2017

Study on Android Native Layer Code Protection Based on Improved O-LLVM.
Proceedings of the Innovative Mobile and Internet Services in Ubiquitous Computing, 2017

Accelerated-compensated degradation modeling based on synthesized-stress enhancement test data.
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017

Study on coaxial focusing nozzle with function of printing on-demand based on 3D bioprinter.
Proceedings of the 2nd International Conference on Advanced Robotics and Mechatronics, 2017

2016
Irregular Time-Varying Stress Degradation Path Modeling: a Case Study on Lithium-ion Cell Degradation.
Qual. Reliab. Eng. Int., 2016

A new quantum-behaved particle swarm optimization based on cultural evolution mechanism for multiobjective problems.
Knowl. Based Syst., 2016

Finding spatial outliers in collective mobility patterns coupled with social ties.
Int. J. Geogr. Inf. Sci., 2016

Cultural quantum-behaved particle swarm optimization for environmental/economic dispatch.
Appl. Soft Comput., 2016

Fault diagnosis of gearbox by selective ensemble learning based on artificial immune algorithm.
Proceedings of the 3rd International Conference on Systems and Informatics, 2016

2015
A framework of Bayesian lifetime demonstration based on degradation.
Proceedings of the 2015 IEEE International Conference on Industrial Engineering and Engineering Management, 2015

A data-driven method for life prediction based on performance degradation data under complicated stress.
Proceedings of the 2015 IEEE International Conference on Industrial Engineering and Engineering Management, 2015

2014
A simplified low rank and sparse graph for semi-supervised learning.
Neurocomputing, 2014

Automatic Numerical Analysis Based on Infinite-Precision Arithmetic.
Proceedings of the Eighth International Conference on Software Security and Reliability, 2014

Heterogeneous concurrent execution of Monte Carlo photon transport on CPU, GPU and MIC.
Proceedings of the Fourth Workshop on Irregular Applications, 2014

Processes for embedded systems development: preliminary results from a systematic review.
Proceedings of the International Conference on Software and Systems Process 2014, 2014

Integration of optical and polarimetric SAR imagery for locally accurate crop classification.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A crowd-based route recommendation system-CrowdPlanner.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

2012
On-line monitoring system of insulator leakage current based on ARM.
Proceedings of the IEEE 10th International Conference on Industrial Informatics, 2012

Study of current transformer calibrating system based on equivalent model.
Proceedings of the IEEE 10th International Conference on Industrial Informatics, 2012

2009
EasyEnsemble and Feature Selection for Imbalance Data Sets.
Proceedings of the International Joint Conferences on Bioinformatics, 2009

2008
Feature selection for the imbalanced QSAR problems by using EasyEnsemble.
Int. J. Comput. Biol. Drug Des., 2008

2006
Feature Selection for Bagging of Support Vector Machines.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Classification of Brain Glioma by Using SVMs Bagging with Feature Selection.
Proceedings of the Data Mining for Biomedical Applications, PAKDD 2006 Workshop, 2006

Estimation of the Future Earthquake Situation by Using Neural Networks Ensemble.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006


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