Si Zhang

Orcid: 0009-0000-3089-8438

According to our database1, Si Zhang authored at least 102 papers between 2011 and 2025.

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

Timeline

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Bibliography

2025
A short text topic modeling method based on integrating Gaussian and Logistic coding networks with pre-trained word embeddings.
Neurocomputing, 2025

2024
Optimization of grid-connected voltage support technology and intelligent control strategies for new energy stations based on deep learning.
Energy Inform., December, 2024

Subsampling ratio tests for structural changes in time series with heavy-tailed AR( <i>p</i> ) errors.
Commun. Stat. Simul. Comput., August, 2024

Exploration of the characteristics of teachers' multimodal behaviours in problem-oriented teaching activities with different response levels.
Br. J. Educ. Technol., January, 2024

The impact of CSR disclosure and the roles of actors in the innovation ecosystem on firms' green innovation performance.
Int. J. Technol. Manag., 2024

Learning Graph Quantized Tokenizers for Transformers.
CoRR, 2024

Language Models are Graph Learners.
CoRR, 2024

A Method for Parsing and Vectorization of Semi-structured Data used in Retrieval Augmented Generation.
CoRR, 2024

Quantifying Policy Administration Cost in an Active Learning Framework.
CoRR, 2024

LLM-Rec: Personalized Recommendation via Prompting Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Mastering Long-Tail Complexity on Graphs: Characterization, Learning, and Generalization.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

VCR-Graphormer: A Mini-batch Graph Transformer via Virtual Connections.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Mining Domain-Based Policies.
Proceedings of the Fourteenth ACM Conference on Data and Application Security and Privacy, 2024

Hierarchical Multi-Marginal Optimal Transport for Network Alignment.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
A TCN-Based Hybrid Forecasting Framework for Hours-Ahead Utility-Scale PV Forecasting.
IEEE Trans. Smart Grid, September, 2023

A fine-grained and multi-context-aware learning path recommendation model over knowledge graphs for online learning communities.
Inf. Process. Manag., September, 2023

Multiscale Representation of Radar Echo Data Retrieved through Deep Learning from Numerical Model Simulations and Satellite Images.
Remote. Sens., July, 2023

Corrigendum to 'Optimization of personalized price discounting scheme for one-way station-based carsharing systems' [European Journal of Operational Research 303 (2022) 220-238].
Eur. J. Oper. Res., May, 2023

Too Much of a Good Thing: The Dual Effect of R&D Subsidy on Firms' Exploratory Innovation.
IEEE Trans. Engineering Management, April, 2023

A GNSS/LiDAR/IMU Pose Estimation System Based on Collaborative Fusion of Factor Map and Filtering.
Remote. Sens., February, 2023

Empowering Working Memory for Large Language Model Agents.
CoRR, 2023

GPatcher: A Simple and Adaptive MLP Model for Alleviating Graph Heterophily.
CoRR, 2023

Dynamic Transfer Learning across Graphs.
CoRR, 2023

A Novel Feeder-level Microgrid Unit Commitment Algorithm Considering Cold-load Pickup, Phase Balancing, and Reconfiguration.
CoRR, 2023

Intelligent Warehouse Robot Path Planning Based on Improved Ant Colony Algorithm.
IEEE Access, 2023

PARROT: Position-Aware Regularized Optimal Transport for Network Alignment.
Proceedings of the ACM Web Conference 2023, 2023

Representation Learning on Dynamic Network of Networks.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Do We Really Need Complicated Model Architectures For Temporal Networks?
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Research on the influencing factors of power grid operation and maintenance cost based on cluster-regression analysis.
Proceedings of the 2023 4th International Conference on Big Data Economy and Information Management, 2023

2022
Shifted LT Code Security Scheme for Partial Information Encryption.
Entropy, December, 2022

LT Codes with Double Encoding Matrix Reorder Physical Layer Secure Transmission.
J. Sensors, 2022

Knowledge management for extreme public health events COVID-19: based on Tiktok data.
J. Knowl. Manag., 2022

Exploring student teachers' social knowledge construction behaviors and collective agency in an online collaborative learning environment.
Interact. Learn. Environ., 2022

Big data analytics frameworks for the influence of gut microbiota on the development of tic disorder.
Frontiers Comput. Neurosci., 2022

Optimization of personalized price discounting scheme for one-way station-based carsharing systems.
Eur. J. Oper. Res., 2022

Retrieval Based Time Series Forecasting.
CoRR, 2022

Understanding student teachers' collaborative problem solving: Insights from an epistemic network analysis (ENA).
Comput. Educ., 2022

Berth Allocation in Transshipment Ports by Considering Quay Crane Coverage and Ship Fuel Consumption.
Asia Pac. J. Oper. Res., 2022

Design of Anti-Eavesdropping Scheme for SLT-LT Codes Based on Random Symbol Sets.
IEEE Access, 2022

2021
High-Order Structure Exploration on Massive Graphs: A Local Graph Clustering Perspective.
ACM Trans. Knowl. Discov. Data, 2021

Solution-State Preorganization of Cyclic β-Hairpin Ligands Determines Binding Mechanism and Affinities for MDM2.
J. Chem. Inf. Model., 2021

Capturing regulatory patterns in online collaborative learning: A network analytic approach.
Int. J. Comput. Support. Collab. Learn., 2021

Reinforcement Learning for Volt-Var Control: A Novel Two-stage Progressive Training Strategy.
CoRR, 2021

Exploring the influence of interactive network and collective knowledge construction mode on students' perceived collective agency.
Comput. Educ., 2021

Day-to-day dynamics of traveler learning behavior and the incentivization scheme of the operator for one-way carsharing services.
Comput. Ind. Eng., 2021

BRIGHT: A Bridging Algorithm for Network Alignment.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Research on the Impact of Expectation on Knowledge Sharing of Online Learners.
Proceedings of the 2021 IEEE International Conference on Engineering, 2021

Balancing Consistency and Disparity in Network Alignment.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

New Frontiers of Multi-Network Mining: Recent Developments and Future Trend.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

DESTINE: Dense Subgraph Detection on Multi-Layered Networks.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Incomplete Network Alignment: Problem Definitions and Fast Solutions.
ACM Trans. Knowl. Discov. Data, 2020

A Load Switching Group based Feeder-level Microgrid Energy Management Algorithm for Service Restoration in Power Distribution System.
CoRR, 2020

A Meta-learning based Distribution System Load Forecasting Model Selection Framework.
CoRR, 2020

Artificial Fish Swarm Algorithm-Based Sparse System Estimation.
Proceedings of the Simulation Tools and Techniques - 12th EAI International Conference, 2020

NetTrans: Neural Cross-Network Transformation.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Network Alignment: Recent Advances and Future Directions.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Ranking on Network of Heterogeneous Information Networks.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

CANON: Complex Analytics of Network of Networks for Modeling Adversarial Activities.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Attributed Network Alignment: Problem Definitions and Fast Solutions.
IEEE Trans. Knowl. Data Eng., 2019

Investigating the relationships among teachers' motivational beliefs, motivational regulation, and their learning engagement in online professional learning communities.
Comput. Educ., 2019

Exploring primary school teachers' technological pedagogical content knowledge (TPACK) in online collaborative discourse: An epistemic network analysis.
Br. J. Educ. Technol., 2019

A Vehicle-Environment Cooperative Control Based Velocity Profile Prediction Method and Case Study in Energy Management of Plug-in Hybrid Electric Vehicles.
IEEE Access, 2019

Multilevel Network Alignment.
Proceedings of the World Wide Web Conference, 2019

Collaboration Script Appropriation in a Science Class.
Proceedings of the 13th International Conference on Computer Supported Collaborative Learning, 2019

A Spiral Model of Collaborative Knowledge Improvement to Support Collaborative.
Proceedings of the 13th International Conference on Computer Supported Collaborative Learning, 2019

SkyRec: Finding Pareto Optimal Groups.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

ORIGIN: Non-Rigid Network Alignment.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Mining Online Discussion Data for Understanding Teachers' Reflective Thinking.
IEEE Trans. Learn. Technol., 2018

ConTPL: Controlling Temporal Privacy Leakage in Differentially Private Continuous Data Release.
Proc. VLDB Endow., 2018

Spurious regression between long memory series due to mis-specified structural breaks.
Commun. Stat. Simul. Comput., 2018

Graph Convolutional Networks: Algorithms, Applications and Open Challenges.
Proceedings of the Computational Data and Social Networks - 7th International Conference, 2018

2017
A study of peer coaching in teachers' online professional learning communities.
Univers. Access Inf. Soc., 2017

Optimal Computing Budget Allocation for Particle Swarm Optimization in Stochastic Optimization.
IEEE Trans. Evol. Comput., 2017

Optimization Models and Algorithms for Services and Operations Management.
Sci. Program., 2017

LocLok: Location Cloaking with Differential Privacy via Hidden Markov Model.
Proc. VLDB Endow., 2017

Spurious regression due to neglected of non-stationary volatility.
Comput. Stat., 2017

Evidence of spurious regression driven by heavy-tailed observations with structural changes.
Commun. Stat. Simul. Comput., 2017

Interactive networks and social knowledge construction behavioral patterns in primary school teachers' online collaborative learning activities.
Comput. Educ., 2017

Efficient computing budget allocation for optimal subset selection with correlated sampling.
Proceedings of the IEEE/SICE International Symposium on System Integration, 2017

HiDDen: Hierarchical Dense Subgraph Detection with Application to Financial Fraud Detection.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

A Local Algorithm for Structure-Preserving Graph Cut.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

FIRST: Fast Interactive Attributed Subgraph Matching.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

iNEAT: Incomplete Network Alignment.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Analysis on the Effect of Knowledge Sharing in Network Learning Space - A Case Study of Teachers' Workshop.
Proceedings of the Blended Learning. New Challenges and Innovative Practices, 2017

2016
Improving Analytic Hierarchy Process Expert Allocation Using Optimal Computing Budget Allocation.
IEEE Trans. Syst. Man Cybern. Syst., 2016

A Simulation Budget Allocation Procedure for Enhancing the Efficiency of Optimal Subset Selection.
IEEE Trans. Autom. Control., 2016

Application of multi-fidelity simulation modelling to integrated circuit packaging.
Int. J. Simul. Process. Model., 2016

MO<sup>2</sup>TOS: Multi-Fidelity Optimization with Ordinal Transformation and Optimal Sampling.
Asia Pac. J. Oper. Res., 2016

Improving the efficiency of evolutionary algorithms for large-scale optimization with multi-fidelity models.
Proceedings of the Winter Simulation Conference, 2016

FINAL: Fast Attributed Network Alignment.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Improving ordinal transformation through optimal combination of multi-model predictions.
Proceedings of the IEEE International Conference on Industrial Technology, 2016

A new optimal sampling rule for multi-fidelity optimization via ordinal transformation.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016

2015
An effective learning procedure for multi-fidelity simulation optimization with ordinal transformation.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015

2014
Efficient multi-fidelity simulation optimization.
Proceedings of the 2014 Winter Simulation Conference, 2014

Slip prevention of a humanoid robot by coordinating acceleration vector.
Proceedings of the IEEE International Conference on Information and Automation, 2014

An Automatic Deployment Mechanism on Cloud Computing Platform.
Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science, 2014

An ordinal transformation framework for multi-fidelity simulation optimization.
Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014

2013
The spurious regression of AR(<i>p</i>p) infinite-variance sequence in the presence of structural breaks.
Comput. Stat. Data Anal., 2013

2012
An Optimization for Channel Estimation Based on Compressed Channel Sensing.
Proceedings of the 13th ACIS International Conference on Software Engineering, 2012

Inverse dynamics control with acceleration optimization on a force-controlled bipedal robot.
Proceedings of the 12th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2012), Osaka, Japan, November 29, 2012

An improved simulation budget allocation procedure to efficiently select the optimal subset of many alternatives.
Proceedings of the 2012 IEEE International Conference on Automation Science and Engineering, 2012

2011
Simulation optimization using the particle swarm optimization with optimal computing budget allocation.
Proceedings of the Winter Simulation Conference 2011, 2011


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