Mingshuo Liu

24 papers B 1Journal 17Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Evaluating AI Grading on Real-World Handwritten College Mathematics: A Large-Scale Study Toward a Benchmark.
CoRR
Zhiqi Yu, Xingping Liu, Haobin Mao, Mingshuo Liu, Long Chen, Jack Xin, Yifeng Yu
2026 J jnl
Tensortrim: dynamic tensor-train decomposition for efficient neural network compression.
Int. J. Mach. Learn. Cybern.
Shiyi Luo, Mingshuo Liu, Yunduan Lou, Pu Sun, Yifeng Yu, Shangping Ren, Yu Bai
2025 J jnl
A Trainable Centrality Framework for Modern Data.
CoRR
Minh Duc Vu, Mingshuo Liu, Doudou Zhou
2025 B conf
Attention Mechanism and Improved SAC for Basketball Shooting in Humanoid Robots.
SMC
Shuaiqi Zhang, Guodong Zhao, Mingshuo Liu, Jianhua Dong
2025 — conf
Humanoid Robot Grasping via Deep and Inverse Reinforcement Learning: Research and Implementation.
ROBIO
Kang Ningjing, Mingshuo Liu, Li Yue, Guodong Zhao
2025 — conf
Research and Implementation of Humanoid Robot Footstepping Method Based on Deep Reinforcement Learning and Recurrent Neural Networks.
ROBIO
Li Yue, Mingshuo Liu, Kang Ningjing, Guodong Zhao
2025 J jnl
Single Index Bandits: Generalized Linear Contextual Bandits with Unknown Reward Functions.
CoRR
Yue Kang, Mingshuo Liu, Bongsoo Yi, Jing Lyu, Zhi Zhang, Doudou Zhou, Yao Li
2024 J jnl
An Efficient Real-Time Object Detection Framework on Resource-Constricted Hardware Devices via Software and Hardware Co-design.
CoRR
Mingshuo Liu, Shiyi Luo, Kevin Han, Bo Yuan, Ronald F. DeMara, Yu Bai
2024 J jnl
Exponential Stability of Dynamical Systems on Time Scales with Application to Multi-Agent Systems.
Axioms
Mingshuo Liu, Huizhe Shi
2024 J jnl
Integration of attention mechanism and CNN-BiGRU for TDOA/FDOA collaborative mobile underwater multi-scene localization algorithm.
Complex Intell. Syst.
Duo Peng, Mingshuo Liu, Kun Xie
2024 J jnl
Manoeuvre Target Tracking in Wireless Sensor Networks Using Convolutional Bi-Directional Long Short-Term Memory Neural Networks and Extended Kalman Filtering.
Sensors
Duo Peng, Kun Xie, Mingshuo Liu
2024 J jnl
New wave behaviors and stability analysis for magnetohydrodynamic flows.
Networks Heterog. Media
Shengfang Yang, Huanhe Dong, Mingshuo Liu
2023 J jnl
Algorithm and hardware co-design co-optimization framework for LSTM accelerator using quantized fully decomposed tensor train.
Internet Things
Mingshuo Liu, Miao Yin, Kevin Han, Ronald F. DeMara, Bo Yuan, Yu Bai
2023 — conf
Deep Reinforcement Learning for a Humanoid Robot Basketball Player.
ROBIO
Shuaiqi Zhang, Guodong Zhao, Peng Lin, Mingshuo Liu, Jianhua Dong, Haoyu Zhang
2023 J jnl
Periodic and Almost Periodic Solutions of Stochastic Inertial Bidirectional Associative Memory Neural Networks on Time Scales.
Axioms
Mingshuo Liu, Huanhe Dong, Yong Zhang, Yong Fang
2022 J jnl
Equilibria and Stability Analysis of Cohen-Grossberg BAM Neural Networks on Time Scale.
J. Syst. Sci. Complex.
Mingshuo Liu, Yong Fang, Huanhe Dong
2021 — conf
An Efficient Real-Time Object Detection Framework on Resource-Constricted Hardware Devices via Software and Hardware Co-design.
ASAP
Mingshuo Liu, Shiyi Luo, Kevin Han, Bo Yuan, Ronald F. DeMara, Yu Bai
2021 — conf
An Efficient Video Prediction Recurrent Network using Focal Loss and Decomposed Tensor Train for Imbalance Dataset.
ACM Great Lakes Symposium on VLSI
Mingshuo Liu, Kevin Han, Shiyi Luo, Mingze Pan, Mousam Hossain, Bo Yuan, Ronald F. DeMara, Yu Bai
2021 J jnl
The Darboux Transformation and N-Soliton Solutions of Gerdjikov-Ivanov Equation on a Time-Space Scale.
Axioms
Huanhe Dong, Xiaoqian Huang, Yong Zhang, Mingshuo Liu, Yong Fang
2021 J jnl
The Short-Term Load Forecasting for Special Days Based on Bagged Regression Trees in Qingdao, China.
Comput. Intell. Neurosci.
Huanhe Dong, Ya Gao, Yong Fang, Mingshuo Liu, Yuan Kong
2020 J jnl
Lie Symmetry Analysis of Burgers Equation and the Euler Equation on a Time Scale.
Symmetry
Mingshuo Liu, Huanhe Dong, Yong Fang, Yong Zhang
2020 J jnl
On the existence of solution, Lie symmetry analysis and conservation law of magnetohydrodynamic equations.
Commun. Nonlinear Sci. Numer. Simul.
Mingshuo Liu, Huanhe Dong
2017 — conf
A Comparison of Four Memetic Particle Swarm Optimization Algorithms for Continuous Optimization.
CSPS
Xin Zhang, Xingming Liu, Mingshuo Liu, Shouju Liu, Yanyu Xiao
2017 J jnl
On the well-posedness of strong solution to ideal magnetohydrodynamic equations.
Int. J. Comput. Math.
Mingshuo Liu, Rong Yuan