Advanced spatial information processes: modeling and application. - Mingchuan Zhang (1985)

Fast correlation registration method using singular value decomposition. - Mingchuan Zhang; Kai-Bor Yu; Robert M. Haralick (Int. J. Intell. Syst., 1986)

Evidential reasoning in image understanding. - Mingchuan Zhang; Su-Shing Chen (Int. J. Approx. Reason., 1988)

Multispectral image context classification using stochastic relaxation. - Mingchuan Zhang; Robert M. Haralick; James B. Campbell (IEEE Trans. Syst. Man Cybern., 1990)

Existence of positive solutions for fourth-order m-point boundary value problem with variable parameters. - Mingchuan Zhang; Zhongli Wei (Appl. Math. Comput., 2007)

Safety Assessment Modelling Based on Recipe Engineering for Power Plants. - Wei Li; Mingchuan Zhang; Wei Yang (ICNSC, 2008)

Analysis and Application of Bio-Inspired Multi-Net Security Model. - Ruijuan Zheng; Qingtao Wu; Mingchuan Zhang (NCM (1), 2008)

Solutions for higher-order dynamic equations on time scales. - Hua Su; Mingchuan Zhang (Appl. Math. Comput., 2008)

Positive solutions of singular sub-linear boundary value problems for fourth-order and second-order differential equation systems. - Zhongli Wei; Mingchuan Zhang (Appl. Math. Comput., 2008)

Positive solution of singular higher-order m-point boundary value problem with nonlinearity that changes sign. - Mingchuan Zhang; Yanmin Yin; Zhongli Wei (Appl. Math. Comput., 2008)

Existence of positive solution for singular semi-positone (k, n-k) conjugate m-point boundary value problem. - Mingchuan Zhang; Yanmin Yin; Zhongli Wei (Comput. Math. Appl., 2008)

A Service Self-Optimization Algorithm based on Autonomic Computing. - Ruijuan Zheng; Mingchuan Zhang; Qingtao Wu; Guanfeng Li; Wangyang Wei (GrC, 2009)

Analysis and application of Bio-Inspired Multi-Net Security Model. - Ruijuan Zheng; Mingchuan Zhang; Qingtao Wu; Shibao Sun; Jiexin Pu (Int. J. Inf. Sec., 2010)

A Component Assembly Approach to Support Human-computer Interface Construction. - Qingtao Wu; Mingchuan Zhang; Ruijuan Zheng; Wangyang Wei (J. Softw., 2011)

Research on Grade Optimization Self-tuning Method for System Dependability Based on Autonomic Computing. - Mingchuan Zhang; Qingtao Wu; Ruijuan Zheng; Wangyang Wei; Guanfeng Li (J. Comput., 2012)

A Novel Multi-x Cooperative Decision-making Mechanism for Cognitive Internet of Things. - Mingchuan Zhang; Ruijuan Zheng; Qingtao Wu; Wangyang Wei (J. Networks, 2012)

P-iRP: Physarum-Inspired Routing Protocol for Wireless Sensor Networks. - Mingchuan Zhang; Changqiao Xu; Jianfeng Guan; Ruijuan Zheng; Qingtao Wu; Hongke Zhang (VTC Fall, 2013)

A Novel Physarum-Inspired Routing Protocol for Wireless Sensor Networks. - Mingchuan Zhang; Changqiao Xu; Jianfeng Guan; Ruijuan Zheng; Qingtao Wu; Hongke Zhang (Int. J. Distributed Sens. Networks, 2013)

A QoS-satisfied Prediction Model for Cloud-service Composition Based on Hidden Markov Model. - Qingtao Wu; Mingchuan Zhang; Ruijuan Zheng; Wangyang Wei (Int. J. Online Eng., 2013)

Probability-Symmetric Storage Allocation for Distributed Storage Systems Based on Network Coding. - Qingtao Wu; Xulong Zhang 001; Ruijuan Zheng; Mingchuan Zhang (Int. J. Online Biomed. Eng., 2013)

The Future Internet: Towards Convergence of Cognition, Cooperation, Cross-layer, Virtualization and Cloud-computing. - Ruijuan Zheng; Mingchuan Zhang; Qingtao Wu; Wangyang Wei; Guanfeng Li (J. Comput., 2013)

A smart hybrid routing protocol supporting multimedia delivery over mobile ad hoc networks. - Mingchuan Zhang; Changqiao Xu; Jianfeng Guan; Qingtao Wu; Ruijuan Zheng; Hongke Zhang (IWCMC, 2014)

B-iTRF: A novel bio-inspired trusted routing framework for wireless sensor networks. - Mingchuan Zhang; Changqiao Xu; Jianfeng Guan; Qingtao Wu; Ruijuan Zheng; Hongke Zhang (WCNC, 2014)

A Novel Bio-inspired Trusted Routing Protocol for Mobile Wireless Sensor Networks. - Mingchuan Zhang; Changqiao Xu; Jianfeng Guan; Ruijuan Zheng; Qingtao Wu; Hongke Zhang (KSII Trans. Internet Inf. Syst., 2014)

A Cloud Service Resource Classification Strategy Based on Feature Similarity. - Qingtao Wu; Min Cui; Mingchuan Zhang; Ruijuan Zheng; Ying Lou (J. Networks, 2014)

Network Security Situation Evaluation Strategy Based on Cloud Gravity Center Judgment. - Ruijuan Zheng; Wangyang Wei; Mingchuan Zhang; Qingtao Wu; Dan Zhang (J. Networks, 2014)

Standardization on bitemporal information representation in BCDM. - Chunlei Yang; Xiangluo Wang; Mingchuan Zhang; Ruijuan Zheng; Wangyang Wei; Ying Lou (ICIA, 2015)

Generalized model of function based collaboration in Smart Identifier Network. - Wei Quan 001; Zhongbai Jiang; Fei Song 001; Mingchuan Zhang; Hongke Zhang (ITNAC, 2015)

Cache-Filter: A Cache Permission Policy for Information-Centric Networking. - Bohao Feng; Huachun Zhou; Mingchuan Zhang; Hongke Zhang (KSII Trans. Internet Inf. Syst., 2015)

B-iTRS: A Bio-Inspired Trusted Routing Scheme for Wireless Sensor Networks. - Mingchuan Zhang; Ruijuan Zheng; Qingtao Wu; Wangyang Wei; Xiuling Bai; Haixia Zhao (J. Sensors, 2015)

A Cooperation and Access Spectrum Sharing Protocol with Cooperative Interference Management. - Ping Xie; Lihua Li 001; Junlong Zhu; Ruijuan Zheng; Mingchuan Zhang (Wirel. Pers. Commun., 2015)

The Performance Analysis of Diffusion LMS Algorithm in Sensor Networks Based on Quantized Data and Random Topology. - Junlong Zhu; Mingchuan Zhang; Changqiao Xu; Jianfeng Guan; Hongke Zhang (Int. J. Distributed Sens. Networks, 2016)

R-bUCRP: A Novel Reputation-Based Uneven Clustering Routing Protocol for Cognitive Wireless Sensor Networks. - Mingchuan Zhang; Ruijuan Zheng; Ying Li; Qingtao Wu; Liang Song (J. Sensors, 2016)

Modelling of P2P-Based Video Sharing Performance for Content-Oriented Community-Based VoD Systems in Wireless Mobile Networks. - Shijie Jia 002; Youzhong Ma; Yongxin Zhang; Tian-Yin Wang; Mingchuan Zhang (Mob. Inf. Syst., 2016)

A Novel Video Sharing Solution Based on Demand-Aware Resource Caching Optimization in Wireless Mobile Networks. - Shijie Jia 002; Ruiling Zhang; Shengli Jiang; Mingchuan Zhang (Mob. Inf. Syst., 2017)

An Anomaly Recognition and Autonomic Optimization Method to User's Sequence Behaviors for D2D Communications in MCC. - Ruijuan Zheng; Junlong Zhu; Mingchuan Zhang; Qingtao Wu; Ruoshui Liu; Kang Liu 018; Jing Chen (IEEE Access, 2018)

Stochastic Block-Coordinate Gradient Projection Algorithms for Submodular Maximization. - Zhigang Li; Mingchuan Zhang; Junlong Zhu; Ruijuan Zheng; Qikun Zhang; Qingtao Wu (Complex., 2018)

Smart perception and autonomic optimization: A novel bio-inspired hybrid routing protocol for MANETs. - Mingchuan Zhang; Meiyi Yang; Qingtao Wu; Ruijuan Zheng; Junlong Zhu (Future Gener. Comput. Syst., 2018)

A collaborative analysis method of user abnormal behavior based on reputation voting in cloud environment. - Ruijuan Zheng; Jing Chen; Mingchuan Zhang; Qingtao Wu; Junlong Zhu; Huiqiang Wang (Future Gener. Comput. Syst., 2018)

Method for detecting abnormal behaviour of users based on selective clustering ensemble. - Juan Du; Ping Xie; Junlong Zhu; Ruijuan Zheng; Qingtao Wu; Mingchuan Zhang (IET Networks, 2018)

Green city: An efficient task joint execution strategy for mobile micro-learning. - Li Yang; Ruijuan Zheng; Junlong Zhu; Mingchuan Zhang; Ruoshui Liu; Qingtao Wu (Int. J. Distributed Sens. Networks, 2018)

A Security Monitoring Method Based on Autonomic Computing for the Cloud Platform. - Jingjie Zhang; Qingtao Wu; Ruijuan Zheng; Junlong Zhu; Mingchuan Zhang; Ruoshui Liu (J. Electr. Comput. Eng., 2018)

A Novel Mobility Similarity Measurement Method to Increase the Performance of Community-based Video Delivery in VANETs. - Shijie Jia 002; Ruiling Zhang; Tian-Yin Wang; Lujie Zhong; Mingchuan Zhang (J. Inf. Sci. Eng., 2018)

SRAF: A Service-Aware Resource Allocation Framework for VM Management in Mobile Data Networks. - Kang Liu 018; Ruijuan Zheng; Mingchuan Zhang; Chao Han; Junlong Zhu; Qingtao Wu (Mob. Inf. Syst., 2018)

A Computing Offloading Game for Mobile Devices and Edge Cloud Servers. - Meiwen Li; Qingtao Wu; Junlong Zhu; Ruijuan Zheng; Mingchuan Zhang (Wirel. Commun. Mob. Comput., 2018)

A User Recognition Strategy Under Mobile Cloud Environment. - Ruijuan Zheng; Jing Chen; Kang Liu 018; Mingchuan Zhang; Junlong Zhu; Qingtao Wu; Huiqiang Wang (Wirel. Pers. Commun., 2018)

Safeguarding Against Active Routing Attack via Online Learning. - Meng Meng; Ruijuan Zheng; Mingchuan Zhang; Junlong Zhu; Qingtao Wu (ICA3PP (2), 2019)

Learned Bloom-Filter for an Efficient Name Lookup in Information-Centric Networking. - Qianyu Wang; Qingtao Wu; Mingchuan Zhang; Ruijuan Zheng; Junlong Zhu (WCNC, 2019)

A Rerouting Framework Against Routing Interruption for Secure Network Management. - Mengmeng He; Mingchuan Zhang; Xin Wang 087; Junlong Zhu; Ruxi Peng; Qingtao Wu (IEEE Access, 2019)

MPCE: A Maximum Probability Based Cross Entropy Loss Function for Neural Network Classification. - Yangfan Zhou; Xin Wang 087; Mingchuan Zhang; Junlong Zhu; Ruijuan Zheng; Qingtao Wu (IEEE Access, 2019)

Emotional component analysis and forecast public opinion on micro-blog posts based on maximum entropy model. - Mingchuan Zhang; Ruijuan Zheng; Jing Chen; Junlong Zhu; Ruoshui Liu; Shibao Sun; Qingtao Wu (Clust. Comput., 2019)

Stochastic resource scheduling via bilayer dynamic Markov decision process in mobile cloud networks. - Ruijuan Zheng; Kang Liu 018; Junlong Zhu; Mingchuan Zhang; Qingtao Wu (Comput. Commun., 2019)

Distributed Stochastic Subgradient Projection Algorithms Based on Weight-Balancing over Time-Varying Directed Graphs. - Junlong Zhu; Ping Xie; Mingchuan Zhang; Ruijuan Zheng; Ling Xing 001; Qingtao Wu (Complex., 2019)

Sparse long short-term memory for information fusion in wireless sensor networks. - Yangfan Zhou; Mingchuan Zhang; Ping Xie; Junlong Zhu; Ruijuan Zheng; Qingtao Wu (Int. J. Distributed Sens. Networks, 2019)

NCPP-based caching and NUR-based resource allocation for information-centric networking. - Mingchuan Zhang; Ping Xie; Junlong Zhu; Qingtao Wu; Ruijuan Zheng; Hongke Zhang (J. Ambient Intell. Humaniz. Comput., 2019)

ACCP: adaptive congestion control protocol in named data networking based on deep learning. - Tingting Liu; Mingchuan Zhang; Junlong Zhu; Ruijuan Zheng; Ruoshui Liu; Qingtao Wu (Neural Comput. Appl., 2019)

A Multiuser Identification Algorithm Based on Internet of Things. - Kaikai Deng; Ling Xing 001; Mingchuan Zhang; Honghai Wu; Ping Xie (Wirel. Commun. Mob. Comput., 2019)

A Novel Resource Deployment Approach to Mobile Microlearning: From Energy-Saving Perspective. - Ruijuan Zheng; Junlong Zhu; Mingchuan Zhang; Ruoshui Liu; Qingtao Wu; Li Yang (Wirel. Commun. Mob. Comput., 2019)

Aided Opportunistic Jammer Selection for Secrecy Improvement in Underlay Cognitive Radio Networks. - Ping Xie; Junlong Zhu; Mingchuan Zhang; Ling Xing 001; Gaoyuan Zhang; Honghai Wu (Wirel. Pers. Commun., 2019)

Completed Extremely Nonnegative DMD for Color Texture Classification. - Mingxin Jin; Yongsheng Dong; Mingchuan Zhang; Qingtao Wu; Lintao Zheng; Bin Song 007; Lei Zhang 134; Lin Wang 039 (IEEE Access, 2020)

Randomised block-coordinate Frank-Wolfe algorithm for distributed online learning over networks. - Jingchao Li; Qingtao Wu; Ruijuan Zheng; Junlong Zhu; Quanbo Ge; Mingchuan Zhang (Cogn. Comput. Syst., 2020)

Profit-oriented cooperative caching algorithm for hierarchical content centric networking. - Meiyi Yang; Mingchuan Zhang; Junlong Zhu; Ruoshui Liu; Qingtao Wu; Ian J. Wassell (IET Commun., 2020)

Online Learning for IoT Optimization: A Frank-Wolfe Adam-Based Algorithm. - Mingchuan Zhang; Yangfan Zhou; Wei Quan 001; Junlong Zhu; Ruijuan Zheng; Qingtao Wu (IEEE Internet Things J., 2020)

Smart collaborative video caching for energy efficiency in cognitive Content Centric Networks. - Mingchuan Zhang; Bowei Hao; Fei Song 001; Meiyi Yang; Junlong Zhu; Qingtao Wu (J. Netw. Comput. Appl., 2020)

ECRA: An Encounter-aware and Clustering-based Routing Algorithm for Information-centric VANETs. - Weina Zhang; Ruijuan Zheng; Mingchuan Zhang; Junlong Zhu; Qingtao Wu (Mob. Networks Appl., 2020)

A Randomized Block-Coordinate Adam online learning optimization algorithm. - Yangfan Zhou; Mingchuan Zhang; Junlong Zhu; Ruijuan Zheng; Qingtao Wu (Neural Comput. Appl., 2020)

AFSndn: A novel adaptive forwarding strategy in named data networking based on Q-learning. - Mingchuan Zhang; Xin Wang 087; Tingting Liu; Junlong Zhu; Qingtao Wu (Peer-to-Peer Netw. Appl., 2020)

Safeguarding against prefix interception attacks via online learning. - Meng Meng; Ruijuan Zheng; Ruxi Peng; Junlong Zhu; Mingchuan Zhang; Qingtao Wu (Robotics Auton. Syst., 2020)

Domain-aware Stacked AutoEncoders for zero-shot learning. - Jianqiang Song; Guangming Shi; Xuemei Xie; Qingtao Wu; Mingchuan Zhang (Neurocomputing, 2021)

Projection-free Decentralized Online Learning for Submodular Maximization over Time-Varying Networks. - Junlong Zhu; Qingtao Wu; Mingchuan Zhang; Ruijuan Zheng; Keqin Li 001 (J. Mach. Learn. Res., 2021)

Flow control oriented forwarding and caching in cache-enabled networks. - Bingjie Wei; Lin Wang 039; Junlong Zhu; Mingchuan Zhang; Ling Xing 001; Qingtao Wu (J. Netw. Comput. Appl., 2021)

Learned Bloom-filter for the efficient name lookup in Information-Centric Networking. - Qingtao Wu; Qianyu Wang; Mingchuan Zhang; Ruijuan Zheng; Junlong Zhu; Jiankun Hu (J. Netw. Comput. Appl., 2021)

Stochastic Adaptive Forwarding Strategy Based on Deep Reinforcement Learning for Secure Mobile Video Communications in NDN. - Bowei Hao; Guoyong Wang; Mingchuan Zhang; Junlong Zhu; Ling Xing 001; Qingtao Wu (Secur. Commun. Networks, 2021)

Intelligent Perception Recognition of Multi-modal EMG Signals Based on Machine Learning. - Mingchuan Zhang; Zuhao Wang; Guannan Meng (BIC, 2022)

Federated Remote Physiological Measurement with Imperfect Data. - Xin Liu 034; Mingchuan Zhang; Ziheng Jiang; Shwetak N. Patel; Daniel McDuff (CVPR Workshops, 2022)

A MobileNet Based Model for Tongue Shape Classification. - Shasha Wang; Ruijuan Zheng; Lin Wang 039; Mingchuan Zhang (ICCSIP, 2022)

A privacy-preserving decentralized randomized block-coordinate subgradient algorithm over time-varying networks. - Lin Wang 039; Mingchuan Zhang; Junlong Zhu; Ling Xing 001; Qingtao Wu (Expert Syst. Appl., 2022)

A non-asymptotic analysis of adaptive TD(λ) learning in wireless sensor networks. - Bing Li; Tao Li; Muhua Liu; Junlong Zhu; Mingchuan Zhang; Qingtao Wu (Int. J. Distributed Sens. Networks, 2022)

DSEA: A Traffic Control Method of Information Center Networking Based on Multi-objective Genetic Algorithms. - Ruilin Wang; Xin Wang 087; Ping Xie; Muhua Liu; Xuhui Zhao; Mingchuan Zhang (J. Netw. Syst. Manag., 2022)

Robust sparse manifold discriminant analysis. - Jingjing Wang; Zhonghua Liu; Kaibing Zhang; Qingtao Wu; Mingchuan Zhang (Multim. Tools Appl., 2022)

Service placement strategy for joint network selection and resource scheduling in edge computing. - Junwei Xu; Ruijuan Zheng; Lei Yang; Muhua Liu; Jianqiang Song; Mingchuan Zhang; Qingtao Wu (J. Supercomput., 2022)

Distributed Adaptive Subgradient Algorithms for Online Learning Over Time-Varying Networks. - Mingchuan Zhang; Bowei Hao; Quanbo Ge; Junlong Zhu; Ruijuan Zheng; Qingtao Wu (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Decentralized Randomized Block-Coordinate Frank-Wolfe Algorithms for Submodular Maximization Over Networks. - Mingchuan Zhang; Yangfan Zhou; Quanbo Ge; Ruijuan Zheng; Qingtao Wu (IEEE Trans. Syst. Man Cybern. Syst., 2022)

DP-RBAdaBound: A differentially private randomized block-coordinate adaptive gradient algorithm for training deep neural networks. - Qingtao Wu; Meiwen Li; Junlong Zhu; Ruijuan Zheng; Ling Xing 001; Mingchuan Zhang (Expert Syst. Appl., 2023)

SAdaBoundNc: an adaptive subgradient online learning algorithm with logarithmic regret bounds. - Lin Wang 039; Xin Wang 087; Tao Li; Ruijuan Zheng; Junlong Zhu; Mingchuan Zhang (Neural Comput. Appl., 2023)

FedADT: An Adaptive Method Based on Derivative Term for Federated Learning. - Huimin Gao; Qingtao Wu; Xuhui Zhao; Junlong Zhu; Mingchuan Zhang (Sensors, 2023)

Provable distributed adaptive temporal-difference learning over time-varying networks. - Junlong Zhu; Bing Li; Lin Wang 039; Mingchuan Zhang; Ling Xing 001; Jiangtao Xi; Qingtao Wu (Expert Syst. Appl., 2023)

Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding. - Jingping Liu; Mingchuan Zhang; Weichen Li; Chao Wang 095; Shuang Li; Haiyun Jiang; Sihang Jiang; Yanghua Xiao; Yunwen Chen (AAAI, 2024)

Q-FCC: Queuing-aware Fair Congestion Control for Integrated Sensing and Communication Networks. - Xue Zhang; Yirong Zhuang; Mingyuan Liu 001; Junfeng Ma; Shuaihao Pan; Mingchuan Zhang; Wei Quan 001 (GLOBECOM, 2024)

Fire-Flyer AI-HPC: A Cost-Effective Software-Hardware Co-Design for Deep Learning. - Wei An; Xiao Bi; Guanting Chen 002; Shanhuang Chen; Chengqi Deng; Honghui Ding; Kai Dong 003; Qiushi Du; Wenjun Gao; Kang Guan; Jianzhong Guo; Yongqiang Guo; et al. (SC, 2024)

A joint entity Relation Extraction method for document level Traditional Chinese Medicine texts. - Wenxuan Xu; Lin Wang 039; Mingchuan Zhang; Junlong Zhu; Junqiang Yan; Qingtao Wu (Artif. Intell. Medicine, 2024)

DeepSeek LLM: Scaling Open-Source Language Models with Longtermism. - Xiao Bi; Deli Chen; Guanting Chen 002; Shanhuang Chen; Damai Dai; Chengqi Deng; Honghui Ding; Kai Dong 003; Qiushi Du; Zhe Fu; Huazuo Gao; Kaige Gao; et al. (CoRR, 2024)

DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models. - Zhihong Shao; Peiyi Wang; Qihao Zhu; Runxin Xu; Junxiao Song; Mingchuan Zhang; Y. K. Li; Y. Wu; Daya Guo (CoRR, 2024)

DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model. - DeepSeek-AI; Aixin Liu; Bei Feng; Bin Wang 065; Bingxuan Wang; Bo Liu 039; Chenggang Zhao; Chengqi Deng; Chong Ruan; Damai Dai; Daya Guo; Dejian Yang; et al. (CoRR, 2024)

Fire-Flyer AI-HPC: A Cost-Effective Software-Hardware Co-Design for Deep Learning. - Wei An; Xiao Bi; Guanting Chen 002; Shanhuang Chen; Chengqi Deng; Honghui Ding; Kai Dong 003; Qiushi Du; Wenjun Gao; Kang Guan; Jianzhong Guo; Yongqiang Guo; et al. (CoRR, 2024)

DeepSeek-V3 Technical Report. - DeepSeek-AI; Aixin Liu; Bei Feng; Bing Xue; Bingxuan Wang; Bochao Wu; Chengda Lu; Chenggang Zhao; Chengqi Deng; Chenyu Zhang; Chong Ruan; Damai Dai; et al. (CoRR, 2024)

Multi-input dual-branch reverse distillation for screw surface defect detection. - Xueqi Wang; Ruijuan Zheng; Junlong Zhu; Zhihang Ji; Mingchuan Zhang; Qingtao Wu (Eng. Appl. Artif. Intell., 2024)

Real-time semantic segmentation network for crops and weeds based on multi-branch structure. - Yufan Liu; Muhua Liu; Xuhui Zhao; Junlong Zhu; Lin Wang 039; Hao Ma; Mingchuan Zhang (IET Comput. Vis., 2024)

Diagnosis knowledge constrained network based on first-order logic for syndrome differentiation. - Meiwen Li; Lin Wang; Qingtao Wu; Junlong Zhu; Mingchuan Zhang (Artif. Intell. Medicine, 2024)

Decentralized Adaptive TD(λ) Learning With Linear Function Approximation: Nonasymptotic Analysis. - Junlong Zhu; Tao Mao; Mingchuan Zhang; Quanbo Ge; Qingtao Wu; Keqin Li 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Federated Model-Agnostic Meta-Learning With Sharpness-Aware Minimization for Internet of Things Optimization. - Qingtao Wu; Yong Zhang; Muhua Liu; Junlong Zhu; Ruijuan Zheng; Mingchuan Zhang (IEEE Internet Things J., 2024)

STAR-RIS Assisted Information Transmission Based on Fairness in Semantic Communication Systems. - Ping Xie; Fan Li; Mingchuan Zhang; Wei Quan 001; Junlong Zhu; Nan Cheng (IEEE Trans. Wirel. Commun., 2024)

A two-step deep learning approach for patent foramen ovale diagnosis based on spatiotemporal sequence information of contrast transthoracic echocardiography. - Mengjie Gu; Yingying Liu; Lin Wang 039; Yuanyuan Sheng; Junlong Zhu; Junqiang Yan; Mingchuan Zhang; Qingtao Wu (Biomed. Signal Process. Control., 2025)

A novel intelligent grade classification architecture for Patent Foramen Ovale by Contrast Transthoracic Echocardiography based on deep learning. - Mengjie Gu; Yingying Liu; Yuanyuan Sheng; Mingchuan Zhang; Junqiang Yan; Lin Wang 039; Junlong Zhu (Comput. Medical Imaging Graph., 2025)

A three-stage adaptive memetic algorithm for multi-objective optimization of flexible assembly job-shop scheduling problem. - Chenlu Zhang; Jiamei Feng; Mingchuan Zhang; Lei Yang; Lei Zhang; Lin Wang; Junlong Zhu; Qingtao Wu (Eng. Appl. Artif. Intell., 2025)

A flexible job shop scheduling method based on heterogeneous disjunctive graph and deep reinforcement learning. - Xuhui Zhao; Haokai Qu; Mingchuan Zhang; Jiamei Feng; Lin Wang; Qingtao Wu (Eng. Appl. Artif. Intell., 2025)

Provable causal distributed two-time-scale temporal-difference learning with instrumental variables. - Yanan Ma; Jiamei Feng; Qingtao Wu; Ruijuan Zheng; Junlong Zhu; Jiangtao Xi; Mingchuan Zhang (Expert Syst. Appl., 2025)

AttenStyler: Text-image style transfer based on attention mechanism. - Yongsheng Dong; Shichao Fan; Lintao Zheng; Mingchuan Zhang; Qingtao Wu (Neurocomputing, 2025)

MD-LDA: a supervised LDA topic model for identifying mechanism of disease in TCM. - Meiwen Li; Liye Xia; Qingtao Wu; Lin Wang 039; Junlong Zhu; Mingchuan Zhang (Data Technol. Appl., 2025)

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning. - DeepSeek-AI; Daya Guo; Dejian Yang; Haowei Zhang; Junxiao Song; Ruoyu Zhang; Runxin Xu; Qihao Zhu; Shirong Ma; Peiyi Wang; Xiao Bi; Xiaokang Zhang; et al. (CoRR, 2025)

Manipulating Multimodal Agents via Cross-Modal Prompt Injection. - Le Wang; Zonghao Ying; Tianyuan Zhang 004; Siyuan Liang; Shengshan Hu; Mingchuan Zhang; Aishan Liu; Xianglong Liu 001 (CoRR, 2025)

AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions. - Aishan Liu; Zonghao Ying; Le Wang; Junjie Mu; Jinyang Guo; Jiakai Wang; Yuqing Ma; Siyuan Liang; Mingchuan Zhang; Xianglong Liu 001; Dacheng Tao (CoRR, 2025)

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation. - Zonglei Jing; Xiao Yang; Xiaoqian Li; Siyuan Liang; Aishan Liu; Mingchuan Zhang; Xianglong Liu 001 (CoRR, 2025)

Bench2ADVLM: A Closed-Loop Benchmark for Vision-language Models in Autonomous Driving. - Tianyuan Zhang 004; Ting Jin; Lu Wang; Jiangfan Liu; Siyuan Liang; Mingchuan Zhang; Aishan Liu; Xianglong Liu 001 (CoRR, 2025)

Adversarial Generation and Collaborative Evolution of Safety-Critical Scenarios for Autonomous Vehicles. - Jiangfan Liu; Yongkang Guo; Fangzhi Zhong; Tianyuan Zhang 004; Zonglei Jing; Siyuan Liang; Jiakai Wang; Mingchuan Zhang; Aishan Liu; Xianglong Liu 001 (CoRR, 2025)

AFPN: Alignment feature pyramid network for real-time semantic segmentation. - Yongsheng Dong; Chongchong Mao; Lintao Zheng; Qingtao Wu; Mingchuan Zhang; Xuelong Li (Pattern Recognit., 2026)