Mingshuo Liu

Orcid: 0000-0003-2951-3603

According to our database1, Mingshuo Liu authored at least 25 papers between 2017 and 2026.

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

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2026
Tensortrim: dynamic tensor-train decomposition for efficient neural network compression.
Int. J. Mach. Learn. Cybern., May, 2026

PIIGuard: Mitigating PII Harvesting under Adversarial Sanitization.
CoRR, May, 2026

Evaluating AI Grading on Real-World Handwritten College Mathematics: A Large-Scale Study Toward a Benchmark.
CoRR, March, 2026

2025
A Trainable Centrality Framework for Modern Data.
CoRR, November, 2025

Single Index Bandits: Generalized Linear Contextual Bandits with Unknown Reward Functions.
CoRR, June, 2025

Attention Mechanism and Improved SAC for Basketball Shooting in Humanoid Robots.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

Research and Implementation of Humanoid Robot Footstepping Method Based on Deep Reinforcement Learning and Recurrent Neural Networks.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2025

Humanoid Robot Grasping via Deep and Inverse Reinforcement Learning: Research and Implementation.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2025

LID-Drug: A Localized Interactive Domain-Aggregated (LID) Framework for Protein Drug Editing.
Proceedings of the PRICAI 2025: Trends in Artificial Intelligence, 2025

2024
Manoeuvre Target Tracking in Wireless Sensor Networks Using Convolutional Bi-Directional Long Short-Term Memory Neural Networks and Extended Kalman Filtering.
Sensors, July, 2024

Exponential Stability of Dynamical Systems on Time Scales with Application to Multi-Agent Systems.
Axioms, February, 2024

New wave behaviors and stability analysis for magnetohydrodynamic flows.
Networks Heterog. Media, 2024

Integration of attention mechanism and CNN-BiGRU for TDOA/FDOA collaborative mobile underwater multi-scene localization algorithm.
Complex Intell. Syst., 2024

2023
Algorithm and hardware co-design co-optimization framework for LSTM accelerator using quantized fully decomposed tensor train.
Internet Things, July, 2023

Periodic and Almost Periodic Solutions of Stochastic Inertial Bidirectional Associative Memory Neural Networks on Time Scales.
Axioms, June, 2023

Deep Reinforcement Learning for a Humanoid Robot Basketball Player.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2023

2022
Equilibria and Stability Analysis of Cohen-Grossberg BAM Neural Networks on Time Scale.
J. Syst. Sci. Complex., 2022

2021
The Short-Term Load Forecasting for Special Days Based on Bagged Regression Trees in Qingdao, China.
Comput. Intell. Neurosci., 2021

The Darboux Transformation and N-Soliton Solutions of Gerdjikov-Ivanov Equation on a Time-Space Scale.
Axioms, 2021

An Efficient Video Prediction Recurrent Network using Focal Loss and Decomposed Tensor Train for Imbalance Dataset.
Proceedings of the GLSVLSI '21: Great Lakes Symposium on VLSI 2021, 2021

An Efficient Real-Time Object Detection Framework on Resource-Constricted Hardware Devices via Software and Hardware Co-design.
Proceedings of the 32nd IEEE International Conference on Application-specific Systems, 2021

2020
Lie Symmetry Analysis of Burgers Equation and the Euler Equation on a Time Scale.
Symmetry, 2020

On the existence of solution, Lie symmetry analysis and conservation law of magnetohydrodynamic equations.
Commun. Nonlinear Sci. Numer. Simul., 2020

2017
On the well-posedness of strong solution to ideal magnetohydrodynamic equations.
Int. J. Comput. Math., 2017

A Comparison of Four Memetic Particle Swarm Optimization Algorithms for Continuous Optimization.
Proceedings of the Communications, Signal Processing, and Systems, 2017


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