Ziqi Liu

Orcid: 0000-0002-4112-3504

According to our database1, Ziqi Liu authored at least 152 papers between 2012 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
A job assignment scheduling algorithm with variable sublots for lot-streaming flexible job shop problem based on NSGAII.
Comput. Oper. Res., 2025

2024
Adaptive and Robust Query Execution for Lakehouses At Scale.
Proc. VLDB Endow., August, 2024

$\varepsilon$ɛ-LAP: A Lightweight and Adaptive Cache Partitioning Scheme With Prudent Resizing Decisions for Content Delivery Networks.
IEEE Trans. Cloud Comput., 2024

Quantitative Syntactic Features in Chinese and English: A Comparative Study Based on Dependency Relations (汉英句法计量特征:基于依存关系的比较研究 Han Ying Ju Fa Ji Liang Te Zheng: Ji Yu Yi Cun Guan Xi De Bi Jiao Yan Jiu). Hongxin Zhang.
Digit. Scholarsh. Humanit., 2024

Open-world structured sequence learning via dense target encoding.
Inf. Sci., 2024

The Devil is in the Sources! Knowledge Enhanced Cross-Domain Recommendation in an Information Bottleneck Perspective.
CoRR, 2024

Personalized Binomial DAGs Learning with Network Structured Covariates.
CoRR, 2024

Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts.
CoRR, 2024

Your decision path does matter in pre-training industrial recommenders with multi-source behaviors.
CoRR, 2024

Mixture of Modality Knowledge Experts for Robust Multi-modal Knowledge Graph Completion.
CoRR, 2024

Multi-domain Knowledge Graph Collaborative Pre-training and Prompt Tuning for Diverse Downstream Tasks.
CoRR, 2024

MyGO: Discrete Modality Information as Fine-Grained Tokens for Multi-modal Knowledge Graph Completion.
CoRR, 2024

Energy Efficiency Optimization Method of WDM Visible Light Communication System for Indoor Broadcasting Networks.
CoRR, 2024

CoGenT: A Content-oriented Generative-hit Framework for Content Delivery Networks.
CoRR, 2024

MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction.
CoRR, 2024

Know Your Needs Better: Towards Structured Understanding of Marketer Demands with Analogical Reasoning Augmented LLMs.
CoRR, 2024

Task execution latency minimization for energy-sensitive IoTs in wireless powered mobile edge computing: A DRL-based method.
Comput. Networks, 2024

MulStack: An ensemble learning prediction model of multilabel mRNA subcellular localization.
Comput. Biol. Medicine, 2024

AptaDiff: de novo design and optimization of aptamers based on diffusion models.
Briefings Bioinform., 2024

DrugMetric: quantitative drug-likeness scoring based on chemical space distance.
Briefings Bioinform., 2024

Coverless Steganography for Face Recognition Based on Diffusion Model.
IEEE Access, 2024

Can Small Language Models be Good Reasoners for Sequential Recommendation?
Proceedings of the ACM on Web Conference 2024, 2024

NativE: Multi-modal Knowledge Graph Completion in the Wild.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

ReLand: Integrating Large Language Models' Insights into Industrial Recommenders via a Controllable Reasoning Pool.
Proceedings of the 18th ACM Conference on Recommender Systems, 2024

Enhancing Pre-Ranking Performance: Tackling Intermediary Challenges in Multi-Stage Cascading Recommendation Systems.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Optic Fingerprint: Enhancing Security in Visible Light Communication Networks.
Proceedings of the IEEE INFOCOM 2024, 2024


Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Knowledge-augmented Financial Market Analysis and Report Generation.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

Breaking the Barrier: Utilizing Large Language Models for Industrial Recommendation Systems through an Inferential Knowledge Graph.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Time-Sensitve Retrieval-Augmented Generation for Question Answering.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

The Devil is in the Sources! Knowledge Enhanced Cross-Domain Recommendation in an Information Bottleneck Perspective.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

GraphSAID: Graph Sampling via Attention based Integer Programming Method.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
IFRN: Insensitive feature removal network for zero-shot mechanical fault diagnosis across fault severity.
Neurocomputing, December, 2023

Thermal Error Modeling of Numerical Control Machine Based on Beetle Antennae Search Back-propagation Neural Networks.
Int. J. Comput. Intell. Syst., December, 2023

Bi-objective evolutionary Bayesian network structure learning via skeleton constraint.
Frontiers Comput. Sci., December, 2023

Deep Tabular Data Modeling With Dual-Route Structure-Adaptive Graph Networks.
IEEE Trans. Knowl. Data Eng., September, 2023

mcRPL: a general purpose parallel raster processing library on distributed heterogeneous architectures.
Int. J. Geogr. Inf. Sci., September, 2023

A family of edge-centered finite volume schemes for heterogeneous and anisotropic diffusion problems on unstructured meshes.
Comput. Math. Appl., September, 2023

Cross-modal hierarchical interaction network for RGB-D salient object detection.
Pattern Recognit., April, 2023

Making Large Language Models Better Knowledge Miners for Online Marketing with Progressive Prompting Augmentation.
CoRR, 2023

PEACE: Prototype lEarning Augmented transferable framework for Cross-domain rEcommendation.
CoRR, 2023

TextDiff: Mask-Guided Residual Diffusion Models for Scene Text Image Super-Resolution.
CoRR, 2023

Online resource allocation in Markov Chains.
Proceedings of the ACM Web Conference 2023, 2023

AntTS: A Toolkit for Time Series Forecasting in Industrial Scenarios.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

COUPA: An Industrial Recommender System for Online to Offline Service Platforms.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

DocDiff: Document Enhancement via Residual Diffusion Models.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Demand-based Target Selection and Resource Trade for Parked-Vehicle Assisted Computing.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Performance Evaluation and Parameter Identification for Primary Frequency Response Control of Wind Turbine.
Proceedings of the IEEE Sustainable Power and Energy Conference, 2023

Simulation of Expected Loss Model of Financial Assets Impairment Based on Data Mining Algorithm.
Proceedings of the 3rd International Conference on Electronic Information Technology and Smart Agriculture, 2023

Suitability of Sacrum Motion in Computing Dynamic Gait Stability Indices.
Proceedings of the 12th IEEE Global Conference on Consumer Electronics, 2023

Degradation-Resistant Offline Optimization via Accumulative Risk Control.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

OWC channel measurement testbed building in indoor environment with m-CAP modulation.
Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2023

Influence Maximization Revisited.
Proceedings of the Databases Theory and Applications, 2023

2022
Task-Oriented Real-Time Optimization Method of Dynamic Force Distribution for Multi-Fingered Grasping.
Int. J. Humanoid Robotics, October, 2022

Joint optimization strategy of heterogeneous resources in multi-MEC-server vehicular network.
Wirel. Networks, 2022

D$^{2}$C-Net: A Dual-Branch, Dual-Guidance and Cross-Refine Network for Camouflaged Object Detection.
IEEE Trans. Ind. Electron., 2022

Model-Protected Multi-Task Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Style enhanced line drawings based on multi-feature.
Multim. Tools Appl., 2022

PSNet: Parallel symmetric network for RGB-T salient object detection.
Neurocomputing, 2022

Energy Saving Strategy of UAV in MEC Based on Deep Reinforcement Learning.
Future Internet, 2022

Line drawing via saliency map and ETF.
Frontiers Comput. Sci., 2022

Camouflaged object detection via Neighbor Connection and Hierarchical Information Transfer.
Comput. Vis. Image Underst., 2022

A Practical Distributed ADMM Solver for Billion-Scale Generalized Assignment Problems.
CoRR, 2022

A Benchmark for Understanding and Generating Dialogue between Characters in Stories.
CoRR, 2022

Robust Unsupervised Graph Representation Learning via Mutual Information Maximization.
CoRR, 2022

RunnerDNA: Interpretable indicators and model to characterize human activity pattern and individual difference.
CoRR, 2022

Machine learning methods, databases and tools for drug combination prediction.
Briefings Bioinform., 2022

The controller architecture of dexterous hand with switchable coupling mechanism.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2022

A Corpus for Understanding and Generating Moral Stories.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Alleviating Style Sensitivity then Adapting: Source-free Domain Adaptation for Medical Image Segmentation.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

MERIT: Learning Multi-level Representations on Temporal Graphs.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Intent Mining: A Social and Semantic Enhanced Topic Model for Operation-Friendly Digital Marketing.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

A Greenhouse Gas Proximity Sensing System Using Chemiresistive Strip and Miniaturized Radar Array.
Proceedings of the 10th International Conference on Control, Mechatronics and Automation, 2022

Estimation of Mediolateral Gait Postural Stability using Time-Series Pelvis Angular Velocities.
Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022

A Study on the Sense of Gain of Employment Groups in Gig Economy in Beijing.
Proceedings of the Digitalization and Management Innovation, 2022

A Practical Distributed ADMM Solver for Billion-Scale Generalized Assignment Problems.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

A Real-time Post-processing System for Itinerary Recommendation.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

AlexNet-based Visible light communication devices fingerprint extraction and authentication in broadcast systems.
Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2022

2021
Recognition of Basketball Player's Shooting Action Based on the Convolutional Neural Network.
Sci. Program., 2021

Face sketch synthesis: a survey.
Multim. Tools Appl., 2021

A Boosting Framework of Factorization Machine.
Int. J. Pattern Recognit. Artif. Intell., 2021

WGI-Net: A weighted group integration network for RGB-D salient object detection.
Comput. Vis. Media, 2021

Adaptive Client Sampling in Federated Learning via Online Learning with Bandit Feedback.
CoRR, 2021

PPSGCN: A Privacy-Preserving Subgraph Sampling Based Distributed GCN Training Method.
CoRR, 2021

Research on the Optimization Strategy of Shopping Mall Spatial Layout in Hefei Based on Space Syntax Theory.
Complex., 2021

Interface Design for Human-Machine Collaborations in Drone Management.
IEEE Access, 2021

Planning and Analysis of Centroid Fluctuation Gait for Hydraulic Hexapod Robot[-2pt].
IEEE Access, 2021

Teleoperation of the Tiangong-2 Space Manipulator System.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2021

MixSeq: Connecting Macroscopic Time Series Forecasting with Microscopic Time Series Data.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Multiparametric Flexible Sensor Arrays System for in situ Immediate Diagnosis of Glossitis.
Proceedings of the 16th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2021

Wireless Implantable Phototherapy Device for Oral Inflammation Repair.
Proceedings of the 16th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2021

User Retention: A Causal Approach with Triple Task Modeling.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

An embedded controller for the hydraulic walking robot WLBOT.
Proceedings of the ICRSA 2021: 4th International Conference on Robot Systems and Applications, Chengdu, China, April 9, 2021

The hierarchical-distributed control system of hydraulic walking robot WLBOT.
Proceedings of the ICRSA 2021: 4th International Conference on Robot Systems and Applications, Chengdu, China, April 9, 2021

A Model-Free Synchronous Control of Humanoid Robot Finger.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Multiple Weighted Frequency-difference Method for Electrical Impedance Tomography.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

End-to-End Versatile Human Activity Recognition with Activity Image Transfer Learning.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

LinkLouvain: Link-Aware A/B Testing and Its Application on Online Marketing Campaign.
Proceedings of the Database Systems for Advanced Applications, 2021

Learning Representations of Inactive Users: A Cross Domain Approach with Graph Neural Networks.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Learning Correlated Communication Topology in Multi-Agent Reinforcement learning.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

Impact of Gain-Loss Message Framing on Bedtime Procrastination of College Students: From the Perspective of the Powerful Effect Theory.
Proceedings of the Information: Equity, Diversity, Inclusion, Justice, and Relevance, 2021

A Graph Attention Network Model for GMV Forecast on Online Shopping Festival.
Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

Joint Incentive Optimization of Customer and Merchant in Mobile Payment Marketing.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Research on Features of Pipeline Crack Signal Based on Weak Magnetic Method.
Sensors, 2020

AGL: A Scalable System for Industrial-purpose Graph Machine Learning.
Proc. VLDB Endow., 2020

Sub-Pixel Edge Detection Algorithm Based on Canny-Zernike Moment Method.
J. Circuits Syst. Comput., 2020

Quantitative Analysis of Academic Writing as to Informality and Vocabulary Features.
Glottometrics, 2020

Multi-scale Deep Neural Network (MscaleDNN) for Solving Poisson-Boltzmann Equation in Complex Domains.
CoRR, 2020

Privacy-Preserving Graph Neural Network for Node Classification.
CoRR, 2020

InfDetect: a Large Scale Graph-based Fraud Detection System for E-Commerce Insurance.
CoRR, 2020

AGL: a Scalable System for Industrial-purpose Graph Machine Learning.
CoRR, 2020

Critical Factors to Achieve Sustainability of Public-Private Partnership Projects in the Water Sector: A Stakeholder-Oriented Network Perspective.
Complex., 2020

Robotic Cane as a Soft SuperLimb for Elderly Sit-to-Stand Assistance.
Proceedings of the 3rd IEEE International Conference on Soft Robotics, 2020

Optimization Method of Target Detection and Tracking System for Mobile Robot.
Proceedings of the 2020 IEEE International Conference on Real-time Computing and Robotics, 2020

Bandit Samplers for Training Graph Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Hubble: An Industrial System for Audience Expansion in Mobile Marketing.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019
Distributed Deep Forest and its Application to Automatic Detection of Cash-Out Fraud.
ACM Trans. Intell. Syst. Technol., 2019

风格线条画生成技术综述 (Summary of Stylized Line Drawing Generation).
计算机科学, 2019

An Appraisal of Nodule Diagnosis for Lung Cancer in CT Images.
J. Medical Syst., 2019

Energy-Efficient Multi-User Routing in a Software-Defined Multi-Hop Wireless Network.
Future Internet, 2019

A Time Attention based Fraud Transaction Detection Framework.
CoRR, 2019

"Ask Everyone?" Understanding How Social Q&A Feedback Quality Influences Consumers' Purchase Intentions.
Proceedings of the 18th Wuhan International Conference on E-Business, 2019

Uncovering Insurance Fraud Conspiracy with Network Learning.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Real-time Dynamic Grasping Force Optimization of Multi-fingered Dextrous Hand.
Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019

How Much Can A Retailer Sell? Sales Forecasting on Tmall.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Analysis of Sensitivity Matrix for Electrical Resistance Tomography.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

Graph Representation Learning for Merchant Incentive Optimization in Mobile Payment Marketing.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

DSSLP: A Distributed Framework for Semi-supervised Link Prediction.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

InfDetect: a Large Scale Graph-based Fraud Detection System for E-Commerce Insurance.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

GeniePath: Graph Neural Networks with Adaptive Receptive Paths.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Distributed Deep Forest and its Application to Automatic Detection of Cash-out Fraud.
CoRR, 2018

Feature Propagation on Graph: A New Perspective to Graph Representation Learning.
CoRR, 2018

GeniePath: Graph Neural Networks with Adaptive Receptive Paths.
CoRR, 2018

Distributed Collaborative Hashing and Its Applications in Ant Financial.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Heterogeneous Graph Neural Networks for Malicious Account Detection.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Privacy Preserving Point-of-Interest Recommendation Using Decentralized Matrix Factorization.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Optimal control of a space robot for base disturbance minimization.
Proceedings of the 2017 IEEE International Conference on Real-time Computing and Robotics, 2017

Energy storage requirements of full-bridge modular multilevel converter with zero sequence voltage injection.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

POSTER: Neural Network-based Graph Embedding for Malicious Accounts Detection.
Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security, 2017

Attributing Hacks.
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016
Nonparametric models for characterizing the topical communities in social network.
Neurocomputing, 2016

DiFacto: Distributed Factorization Machines.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

The electrical simulator for the space station manipulator under Linux/RTAI.
Proceedings of the 2016 IEEE International Conference on Robotics and Biomimetics, 2016

Probe design based on three-axis acceleration measurement.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2016

2015
Modeling Users' Adoption Behaviors with Social Selection and Influence.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Fast Differentially Private Matrix Factorization.
Proceedings of the 9th ACM Conference on Recommender Systems, 2015

2014
A Dynamic Nonparametric Model for Characterizing the Topical Communities in Social Streams.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

2013
A Random Walk Approach to Selectional Preferences Based on Preference Ranking and Propagation.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Learning to identify core term of knowledge unit from short text.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012


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