Ji Liu

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

Bibliography

2024
UPDP: A Unified Progressive Depth Pruner for CNN and Vision Transformer.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model Update.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

G-LIME: Statistical Learning for Local Interpretations of Deep Neural Networks Using Global Priors (Abstract Reprint).
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Tempura: a general cost-based optimizer framework for incremental data processing (Journal Version).
VLDB J., November, 2023

Diagnosis and Location of Cable Defects Based on Digital Reconstruction of Impedance Spectrum Under Pseudotrapezoidal PFM Excitation.
IEEE Trans. Ind. Electron., November, 2023

Learning Bi-Typed Multi-Relational Heterogeneous Graph Via Dual Hierarchical Attention Networks.
IEEE Trans. Knowl. Data Eng., September, 2023

SpindlesTracker: An Automatic and Low-Cost Labeled Workflow for Spindle Analysis.
IEEE J. Biomed. Health Informatics, August, 2023

Single-Epoch Decimeter-Level Precise Point Positioning with a Galileo Five-Frequency Ionosphere-Reduced Combination.
Remote. Sens., July, 2023

Decentralized Online Learning: Take Benefits from Others' Data without Sharing Your Own to Track Global Trend.
ACM Trans. Intell. Syst. Technol., February, 2023

GNSS Signal Labeling, Classification, and Positioning in Urban Scenes Based on PSO-LGBM-WLS Algorithm.
IEEE Trans. Instrum. Meas., 2023

Pansharpening by Combining Enhanced Spatial-Spectral Fidelity and Gradient-Domain Guided Filtering.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

SC-GAN: Subspace Clustering based GAN for Automatic Expression Manipulation.
Pattern Recognit., 2023

Efficient Asynchronous Federated Learning with Sparsification and Quantization.
CoRR, 2023

A Discrete-time Networked Competitive Bivirus SIS Model.
CoRR, 2023

Adaptive Preferential Attached kNN Graph with Distribution-Awareness.
CoRR, 2023

Separated RoadTopoFormer.
CoRR, 2023

Tackling the Qubit Mapping Problem with Permutation-Aware Synthesis.
CoRR, 2023

QContext: Context-Aware Decomposition for Quantum Gates.
CoRR, 2023

Accurate MRI Reconstruction via Multi-Domain Recurrent Networks.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022
Digging into primary financial market: The issues of primary financial market issuance and investigations from the perspective of blockchain.
Frontiers Blockchain, July, 2022

High-performance medical data processing technology based on distributed parallel machine learning algorithm.
J. Supercomput., 2022

Precise Correspondence Enhanced GAN for Person Image Generation.
Neural Process. Lett., 2022

Analysis of Safe Storage of Network Information Data and Financial Risks Under Blockchain Combined With Edge Computing.
J. Glob. Inf. Manag., 2022

Mutually activated residual linear modeling GAN for pose-guided person image generation.
Neurocomputing, 2022

A multi-tenancy and robust workflow management system.
Expert Syst. J. Knowl. Eng., 2022

Modeling Multi-Dimensional Datasets via a Fast Scale-Free Network Model.
CoRR, 2022

HPS-Det: Dynamic Sample Assignment with Hyper-Parameter Search for Object Detection.
CoRR, 2022

Bankruptcy Prediction via Mixing Intra-Risk and Spillover-Risk.
CoRR, 2022

Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks.
CoRR, 2022

Improving Certified Robustness via Statistical Learning with Logical Reasoning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Combining Knowledge and Multi-modal Fusion for Meme Classification.
Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

Fair Representation Learning: An Alternative to Mutual Information.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

i-Bond: A Next Generation Bond's Issuing Service System.
Proceedings of the Blockchain - ICBC 2022, 2022

Multi-granularity Pruning for Model Acceleration on Mobile Devices.
Proceedings of the Computer Vision - ECCV 2022, 2022

Bandwidth-Aware Adaptive Codec for DNN Inference Offloading in IoT.
Proceedings of the Computer Vision - ECCV 2022, 2022

Dual Cross-Attention Learning for Fine-Grained Visual Categorization and Object Re-Identification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Dynamic Sparse R-CNN.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Towards Statistically Provable Geometric 3D Human Pose Recovery.
SIAM J. Imaging Sci., 2021

Reconstruction of Velocity Curve in Long Stroke and High Dynamic Range Laser Interferometry.
Sensors, 2021

ServiceNet: A Service Network for Peer to Peer.
Int. J. Syst. Serv. Oriented Eng., 2021

Applying blockchain for primary financial market: A survey.
IET Blockchain, 2021

Dual Hierarchical Attention Networks for Bi-typed Heterogeneous Graph Learning.
CoRR, 2021

Deep Keyphrase Completion.
CoRR, 2021

Joint Channel and Weight Pruning for Model Acceleration on Moblie Devices.
CoRR, 2021

ChemiRise: a data-driven retrosynthesis engine.
CoRR, 2021

Velocity Measurement of a Highspeed Underwater Projectile With Laser Barriers.
IEEE Access, 2021

Cache-based Executive Request Dispatching Method in The Distributed Workflow System.
Proceedings of the IEEE World Congress on Services, 2021

A Blockchain-Based Autonomous System for Primary Financial Market.
Proceedings of the Service-Oriented Computing - ICSOC 2021 Workshops, 2021

DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning.
Proceedings of the 38th International Conference on Machine Learning, 2021

Streaming Bayesian Deep Tensor Factorization.
Proceedings of the 38th International Conference on Machine Learning, 2021

Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments.
Proceedings of the 9th International Conference on Learning Representations, 2021

Role-oriented Task Allocation in Human-Machine Collaboration System.
Proceedings of the 4th International Conference on Information Systems and Computer Aided Education, 2021

Improving Low-Precision Network Quantization via Bin Regularization.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

RankDetNet: Delving Into Ranking Constraints for Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Incorporating Global Information in Local Attention for Knowledge Representation Learning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Optimizing Information Theory Based Bitwise Bottlenecks for Efficient Mixed-Precision Activation Quantization.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Contextualized CNN for Scene-Aware Depth Estimation From Single RGB Image.
IEEE Trans. Multim., 2020

Deep Cascade Model-Based Face Recognition: When Deep-Layered Learning Meets Small Data.
IEEE Trans. Image Process., 2020

Deep-Like Hashing-in-Hash for Visual Retrieval: An Embarrassingly Simple Method.
IEEE Trans. Image Process., 2020

Optimal Projection Guided Transfer Hashing for Image Retrieval.
IEEE Trans. Circuits Syst. Video Technol., 2020

Tempura: A General Cost-Based Optimizer Framework for Incremental Data Processing.
Proc. VLDB Endow., 2020

Tempura: A General Cost Based Optimizer Framework for Incremental Data Processing (Extended Version).
CoRR, 2020

ServiceNet: A P2P Service Network.
CoRR, 2020

Pose-Guided High-Resolution Appearance Transfer via Progressive Training.
CoRR, 2020

Streaming Probabilistic Deep Tensor Factorization.
CoRR, 2020

On Effective Parallelization of Monte Carlo Tree Search.
CoRR, 2020

Neural Network Activation Quantization with Bitwise Information Bottlenecks.
CoRR, 2020

Depth Edge Guided CNNs for Sparse Depth Upsampling.
CoRR, 2020

Stochastic Recursive Momentum for Policy Gradient Methods.
CoRR, 2020

A novel tree-structured point cloud dataset for skeletonization algorithm evaluation.
CoRR, 2020

SCueU-Net: Efficient Damage Detection Method for Railway Rail.
IEEE Access, 2020

Ultrashort-Term Scheduling of Interbasin Cascaded Hydropower Plants to Rapidly Balance the Load Demand.
IEEE Access, 2020

Grosbeak: A Data Warehouse Supporting Resource-Aware Incremental Computing.
Proceedings of the 2020 International Conference on Management of Data, 2020

Watch the Unobserved: A Simple Approach to Parallelizing Monte Carlo Tree Search.
Proceedings of the 8th International Conference on Learning Representations, 2020

Deep Embedded Complementary and Interactive Information for Multi-View Classification.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Feature Variance Regularization: A Simple Way to Improve the Generalizability of Neural Networks.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Multitask Cascade Convolution Neural Networks for Automatic Thyroid Nodule Detection and Recognition.
IEEE J. Biomed. Health Informatics, 2019

DeepDetect: A Cascaded Region-Based Densely Connected Network for Seismic Event Detection.
IEEE Trans. Geosci. Remote. Sens., 2019

An Interactive Greedy Approach to Group Sparsity in High Dimensions.
Technometrics, 2019

Consensus-based cubature information filtering for sensor networks with incomplete measurements.
Neurocomputing, 2019

Decentralized Online Learning: Take Benefits from Others' Data without Sharing Your Own to Track Global Trend.
CoRR, 2019

Fast Unsupervised Location Category Inference from Highly Inaccurate Mobility Data.
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

Accelerated Visual Inertial Navigation via Fragmented Structure Updates.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Optimal Projection Guided Transfer Hashing for Image Retrieval.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Exclusive Sparsity Norm Minimization With Random Groups via Cone Projection.
IEEE Trans. Neural Networks Learn. Syst., 2018

Fast and Stable Signal Deconvolution via Compressible State-Space Models.
IEEE Trans. Biomed. Eng., 2018

Object segmentation using FCNs trained on synthetic images.
J. Intell. Fuzzy Syst., 2018

Big-Data-Mining-Based Improved K-Means Algorithm for Energy Use Analysis of Coal-Fired Power Plant Units: A Case Study.
Entropy, 2018

Monocular 3D Pose Recovery via Nonconvex Sparsity with Theoretical Analysis.
CoRR, 2018

Dantzig Selector with an Approximately Optimal Denoising Matrix and its Application to Reinforcement Learning.
CoRR, 2018

Fully Implicit Online Learning.
CoRR, 2018

Pixel Saliency Based Encoding for Fine-Grained Image Classification.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Gradient Sparsification for Communication-Efficient Distributed Optimization.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Stochastic Primal-Dual Method for Empirical Risk Minimization with O(1) Per-Iteration Complexity.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

New Balanced Active Learning Model and Optimization Algorithm.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Research Summary of Convolution Neural Network in Image Recognition.
Proceedings of the International Conference on Data Processing and Applications, 2018

Automatic Beautification for Group-Photo Facial Expressions Using Novel Bayesian GANs.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Classification of Bone Tumor on CT Images Using Deep Convolutional Neural Network.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Distributed Algorithms for Solving Locally Coupled Optimization Problems on Agent Networks.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

R2PG: Risk-Sensitive and Reliable Policy Gradient.
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Accelerated Method for Stochastic Composition Optimization With Nonsmooth Regularization.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
基于二维划分的杰卡德相似系数批量计算效率优化 (Efficiency Optimization of Jaccard's Similarity Coefficient Based on Two Dimensional Partition).
计算机科学, 2017

Accelerating Stochastic Composition Optimization.
J. Mach. Learn. Res., 2017

Location detection and disambiguation from twitter messages.
J. Intell. Inf. Syst., 2017

Cascaded Contextual Region-based Convolutional Neural Network for Event Detection from Time Series Signals: A Seismic Application.
CoRR, 2017

Asynchronous Parallel Empirical Variance Guided Algorithms for the Thresholding Bandit Problem.
CoRR, 2017

Negative-Unlabeled Tensor Factorization for Location Category Inference from Inaccurate Mobility Data.
CoRR, 2017

No Learner Left Behind: On the Complexity of Teaching Multiple Learners Simultaneously.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

GaDei: On Scale-Up Training as a Service for Deep Learning.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Online Handwritten Mongolian Word Recognition Using a Novel Sliding Window Method with Recurrent Neural Networks.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Sparse Softmax Vector Coding Based Deep Cascade Model.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

A Real-Time Scheduling Strategy Based on Processing Framework of Hadoop.
Proceedings of the 2017 IEEE International Congress on Big Data, 2017

2016
A Cascaded Linear High-Voltage Amplifier Circuit for Dielectric Measurement.
IEEE Trans. Ind. Electron., 2016

The Teaching Dimension of Linear Learners.
J. Mach. Learn. Res., 2016

GaDei: On Scale-up Training As A Service For Deep Learning.
CoRR, 2016

Infinite-Label Learning with Semantic Output Codes.
CoRR, 2016

A stochastic compositional gradient method using Markov samples.
Proceedings of the Winter Simulation Conference, 2016

Dantzig Selector with an Approximately Optimal Denoising Matrix and its Application in Sparse Reinforcement Learning.
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

A new database for online handwritten Mongolian word recognition.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

The Teaching Dimension of Linear Learners.
Proceedings of the 33nd International Conference on Machine Learning, 2016

Online Handwritten Mongolian Word Recognition Using MWRCNN and Position Maps.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Efficient estimation of compressible state-space models with application to calcium signal deconvolution.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Time delay compensation for positive nonlinear networked control systems with bounded controls.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Optimal Discrete Matrix Completion.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
忆阻混沌系统的有限时间控制 (Finite Time Control of Memristor Chaotic Systems).
计算机科学, 2015

Estimating User Location in Social Media with Stacked Denoising Auto-encoders.
Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing, 2015

A parametric modeling approach for wireless capsule endoscopy hazy image restoration.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Detecting and Disambiguating Locations Mentioned in Twitter Messages.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

2013
Spatial pattern formation in the Keller-Segel model with a logistic source.
Comput. Math. Appl., 2013

2010
Grouping-Shuffling Particle Swarm Optimization: An Improved PSO for Continuous Optimization.
Proceedings of the Advances in Swarm Intelligence, First International Conference, 2010

A fuzzy multi-objective decision-making model based on vague set and entropy method and its application.
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

A Structure-Based XML Storage Method in YAFFS File System.
Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010

2009
Detecting community structure in networks by representative energy.
Frontiers Comput. Sci. China, 2009

2008
Visualization of Virtual plant Based on 3D Model converter.
Proceedings of the Computer and Computing Technologies in Agriculture II, Volume 2, 2008

Optimal Model of Reservoir Flood Operation Considering Objective and Subjective Weight and Its Application.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

2007
Research on the Status Quo and System Architecture of the Web Information Resource Evaluation.
Proceedings of the Integration and Innovation Orient to E-Society, 2007

2005
An Adaptive Hybrid Immune Genetic Algorithm for Maximum Cut Problem.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

Service oriented software package bank.
Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, 2005


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