Tao Zhu - RankMe

80 papers B 8Journal 58Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A survey on large language models from general purpose to medical applications: Datasets, methodologies, and evaluations. Neurocomputing Jinqiang Wang, Huansheng Ning, Yi Peng, Qikai Wei, Daniel Tesfai, Wenwei Mao, Tao Zhu, Runhe Huang
2026	J	`jnl`	AGI-Enabled Solutions for Service Explosion in IoX: A Cyber-Physical-Social-Thinking Perspective. ACM Comput. Surv. Qikai Wei, Huansheng Ning, Feifei Shi, Tao Zhu, Jianguo Ding, Abdelouahid Derhab, Mahmoud Daneshmand
2026	J	`jnl`	Bridging domain and instance gaps: A prototype contrastive framework for robust human activity recognition. Neurocomputing Yisong Li, Liwei Zou, Mingxing Nie, Tao Zhu, Yuanlong Wu, Yang Xiao, Kaiwen Luo
2026	J	`jnl`	LLM-Driven Preference Data Synthesis for Proactive Prediction of the Next User Utterance in Human-Machine Dialogue. CoRR Jinqiang Wang, Huansheng Ning, Jianguo Ding, Tao Zhu, Liming Chen, Chris D. Nugent
2026	J	`jnl`	P-Mix: A Data Augmentation Method for Contrastive Learning Based Human Activity Recognition. IEEE Trans. Artif. Intell. Yingjie Chen, Qi Xie, Wenxuan Cui, Liming Chen, Houbing Herbert Song, Tao Zhu
2025	J	`jnl`	A Data Synthesis Method Driven by Large Language Models for Proactive Mining of Implicit User Intentions in Tourism. CoRR Jinqiang Wang, Huansheng Ning, Tao Zhu, Jianguo Ding
2025	J	`jnl`	DiffTST: Diff Transformer for Multivariate Time Series Forecast. IEEE Access Song Yang, Wenyong Han, Yaping Wan, Tao Zhu, Zhiming Liu, Shuangjian Li
2025	J	`jnl`	HAR-DoReMi: Optimizing Data Mixture for Self-Supervised Human Activity Recognition Across Heterogeneous IMU Datasets. CoRR Lulu Ban, Tao Zhu, Xiangqing Lu, Qi Qiu, Wenyong Han, Shuangjian Li, Liming Chen, Kevin I-Kai Wang, Mingxing Nie, Yaping Wan
2025	J	`jnl`	HARMamba: Efficient and Lightweight Wearable Sensor Human Activity Recognition Based on Bidirectional Mamba. IEEE Internet Things J. Shuangjian Li, Tao Zhu, Furong Duan, Liming Chen, Huansheng Ning, Christopher Nugent, Yaping Wan
2025	J	`jnl`	NRAP-RCNN: A Pseudo Point Cloud 3D Object Detection Method Based on Noise-Reduction Sparse Convolution and Attention Mechanism. Inf. Ziyue Zhou, Yongqing Jia, Tao Zhu, Yaping Wan
2025	J	`jnl`	P2LHAP: Wearable-Sensor-Based Human Activity Recognition, Segmentation, and Forecast Through Patch-to-Label Seq2Seq Transformer. IEEE Internet Things J. Shuangjian Li, Tao Zhu, Mingxing Nie, Huansheng Ning, Zhenyu Liu, Liming Chen
2025	J	`jnl`	PTMs-TSCIL Pre-Trained Models Based Class-Incremental Learning. CoRR Yuanlong Wu, Mingxing Nie, Tao Zhu, Liming Luke Chen, Huansheng Ning, Yaping Wan
2024	J	`jnl`	A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations. CoRR Jinqiang Wang, Huansheng Ning, Yi Peng, Qikai Wei, Daniel Tesfai, Wenwei Mao, Tao Zhu, Runhe Huang
2024	—	`conf`	A semantic ontology of acupoints in Traditional Chinese Medicine aligning with the Basic Formal Ontology. IIKI Feifei Shi, Tao Zhu, Bo Ouyang, Huansheng Ning
2024	—	`conf`	CAPPIMU: A Composite Activities Dataset for Human Activity Recognition Utilizing Plantar Pressure and IMU Sensors. IIP (2) Bin Luo, Qi Qiu, Tao Zhu, Zhenyu Liu
2024	J	`jnl`	CASL: Capturing Activity Semantics Through Location Information for Enhanced Activity Recognition. IEEE Trans. Comput. Biol. Bioinform. Xiao Zhang, Shan Cui, Tao Zhu, Luke Chen, Fang Zhou, Huansheng Ning
2024	—	`conf`	Evaluation of Human Activity Recognition and Segmentation Based on the DETR Model. UCAmI Shuangjian Li, Lulu Ban, Furong Duan, Yaping Wan, Tao Zhu
2024	J	`jnl`	FLOW: Fusing and Shuffling Global and Local Views for Cross-User Human Activity Recognition with IMUs. CoRR Qi Qiu, Tao Zhu, Furong Duan, Kevin I-Kai Wang, Liming Chen, Mingxing Nie, Yaping Wan
2024	—	`conf`	HARFMR: Human Activity Recognition with Feature Masking and Reconstruction. IIP (2) Wenxuan Cui, Yingjie Chen, Yong Huang, Chao Liu, Tao Zhu
2024	J	`jnl`	HARMamba: Efficient Wearable Sensor Human Activity Recognition Based on Bidirectional Selective SSM. CoRR Shuangjian Li, Tao Zhu, Furong Duan, Liming Chen, Huansheng Ning, Yaping Wan
2024	J	`jnl`	MCformer: Multivariate Time Series Forecasting With Mixed-Channels Transformer. IEEE Internet Things J. Wenyong Han, Tao Zhu, Liming Chen, Huansheng Ning, Yang Luo, Yaping Wan
2024	J	`jnl`	MCformer: Multivariate Time Series Forecasting with Mixed-Channels Transformer. CoRR Wenyong Han, Tao Zhu, Liming Chen, Huansheng Ning, Yang Luo, Yaping Wan
2024	—	`conf`	Open-Set Sensor Human Activity Recognition Based on Reciprocal Time Series. IIP (2) Yingjie Chen, Wenxuan Cui, Yong Huang, Chao Liu, Tao Zhu
2024	J	`jnl`	P2LHAP: Wearable sensor-based human activity recognition, segmentation and forecast through Patch-to-Label Seq2Seq Transformer. CoRR Shuangjian Li, Tao Zhu, Mingxing Nie, Huansheng Ning, Zhenyu Liu, Liming Chen
2024	J	`jnl`	PerMl-Fed: enabling personalized multi-level federated learning within heterogenous IoT environments for activity recognition. Clust. Comput. Chang Zhang, Tao Zhu, Hangxing Wu, Huansheng Ning
2024	J	`jnl`	ReLU-KAN: New Kolmogorov-Arnold Networks that Only Need Matrix Addition, Dot Multiplication, and ReLU. CoRR Qi Qiu, Tao Zhu, Helin Gong, Liming Chen, Huansheng Ning
2024	J	`jnl`	Skin Conductance-Based Acupoint and Non-Acupoint Recognition Using Machine Learning. IEEE J. Biomed. Health Informatics Feifei Shi, Huansheng Ning, Ruoxiu Xiao, Tao Zhu, Nannan Li
2024	—	`conf`	Utilizing Attention for Continuous Human Action Recognition Based on Multimodal Fusion of Visual and Inertial. IIP (2) Liang Hua, Yong Huang, Chao Liu, Tao Zhu
2023	J	`jnl`	A Multi-Task Deep Learning Approach for Sensor-based Human Activity Recognition and Segmentation. CoRR Furong Duan, Tao Zhu, Jinqiang Wang, Liming Chen, Huansheng Ning, Yaping Wan
2023	J	`jnl`	A Multitask Deep Learning Approach for Sensor-Based Human Activity Recognition and Segmentation. IEEE Trans. Instrum. Meas. Furong Duan, Tao Zhu, Jinqiang Wang, Liming Chen, Huansheng Ning, Yaping Wan
2023	J	`jnl`	A Parallel Multiobjective PSO Weighted Average Clustering Algorithm Based on Apache Spark. Entropy Huidong Ling, Xinmu Zhu, Tao Zhu, Mingxing Nie, Zhenghai Liu, Zhenyu Liu
2023	J	`jnl`	An Improved Masking Strategy for Self-supervised Masked Reconstruction in Human Activity Recognition. CoRR Jinqiang Wang, Tao Zhu, Huansheng Ning
2023	—	`conf`	Brain Storm Optimization Integrated with Cooperative Coevolution for Large-Scale Constrained Optimization. ICSI (1) Yuetong Sun, Peilan Xu, Ziyu Zhang, Tao Zhu, Wenjian Luo
2023	B	`conf`	Dynamic Tracking with Fuzzy Rules for Evolutionary Dynamic Constrained Optimization. SMC Chenyang Bu, Yuxin Liu, Lizhong Zhang, Tao Zhu, Wenjian Luo
2023	J	`jnl`	Jerk-Continuous Feedrate Optimization Method for NURBS Interpolation. IEEE Access Mingxing Nie, Liwei Zou, Tao Zhu
2023	J	`jnl`	More Reliable Neighborhood Contrastive Learning for Novel Class Discovery in Sensor-Based Human Activity Recognition. Sensors Mingcong Zhang, Tao Zhu, Mingxing Nie, Zhenyu Liu
2023	J	`jnl`	NURBS Interpolator with Minimum Feedrate Fluctuation Based on Two-Level Parameter Compensation. Sensors Mingxing Nie, Tao Zhu, Yue Li
2023	J	`jnl`	Negative Selection by Clustering for Contrastive Learning in Human Activity Recognition. IEEE Internet Things J. Jinqiang Wang, Tao Zhu, Liming Luke Chen, Huansheng Ning, Yaping Wan
2022	—	`conf`	A Multiscale Windows Deep Learning Aproach For Sensor-Based Human Activity Recogniton. ICDIS Furong Duan, Tao Zhu, Jinqiang Wang, Zhenyu Liu
2022	—	`conf`	Blockchain Application on the Internet of Vehicles (IoV). ICITE Nyothiri Aung, M. Tahar Kechadi, Tao Zhu, Saber Zerdoumi, Tahar Guerbouz, Sahraoui Dhelim
2022	J	`jnl`	Blockchain Application on the Internet of Vehicles (IoV). CoRR Nyothiri Aung, M. Tahar Kechadi, Sahraoui Dhelim, Tao Zhu, Aymen Dia Eddine Berini, Tahar Guerbouz
2022	—	`conf`	DE with A new population initialization method for the dynamic multidimensional knapsack problems. ICDIS Qi Qiu, Junyi He, Tao Zhu
2022	J	`jnl`	EvoDCMMO: Benchmarking and solving dynamic constrained multimodal optimization problems. Swarm Evol. Comput. Xin Lin, Wenjian Luo, Yingying Qiao, Peilan Xu, Tao Zhu
2022	J	`jnl`	Federated Markov Logic Network for indoor activity recognition in Internet of Things. Knowl. Based Syst. Chang Zhang, Xiaorui Ren, Tao Zhu, Fang Zhou, Hong Liu, Qinghua Lu, Huansheng Ning
2022	J	`jnl`	Few-shot activity learning by dual Markov logic networks. Knowl. Based Syst. Zhimin Zhang, Tao Zhu, Dazhi Gao, Jiabo Xu, Hong Liu, Huansheng Ning
2022	J	`jnl`	MCLA: Research on cumulative learning of Markov Logic Network. Knowl. Based Syst. Shan Cui, Tao Zhu, Xiao Zhang, Huansheng Ning
2022	J	`jnl`	Negative Selection by Clustering for Contrastive Learning in Human Activity Recognition. CoRR Jinqiang Wang, Tao Zhu, Liming Chen, Huansheng Ning, Yaping Wan
2022	J	`jnl`	Parallel Particle Swarm Optimization Using Apache Beam. Inf. Jie Liu, Tao Zhu, Yang Zhang, Zhenyu Liu
2021	J	`jnl`	Classroom student posture recognition based on an improved high-resolution network. EURASIP J. Wirel. Commun. Netw. Yiwen Zhang, Tao Zhu, Huansheng Ning, Zhenyu Liu
2021	B	`conf`	Genetic Algorithm with Multiple Fitness Functions for Generating Adversarial Examples. CEC Chenwang Wu, Wenjian Luo, Nan Zhou, Peilan Xu, Tao Zhu
2021	J	`jnl`	On Followers Search. IEEE Trans. Comput. Soc. Syst. Li Ni, Wenjian Luo, Tao Zhu, Peilan Xu
2021	J	`jnl`	Parallel Particle Swarm Optimization Based on Spark for Academic Paper Co-Authorship Prediction. Inf. Congmin Yang, Tao Zhu, Yang Zhang, Huansheng Ning, Liming Chen, Zhenyu Liu
2021	J	`jnl`	Sensor Data Augmentation with Resampling for Contrastive Learning in Human Activity Recognition. CoRR Jinqiang Wang, Tao Zhu, Jingyuan Gan, Huansheng Ning, Yaping Wan
2020	J	`jnl`	Guest editorial: Special issue on data intelligence in sustainable computing. Sustain. Comput. Informatics Syst. Tao Zhu, Wenjian Luo, Junwei Cao, Hansheng Lei
2020	J	`jnl`	Making use of observable parameters in evolutionary dynamic optimization. Inf. Sci. Tao Zhu, Wenjian Luo, Chenyang Bu, Huansheng Ning
2020	J	`jnl`	Multi-resident type recognition based on ambient sensors activity. Future Gener. Comput. Syst. Qingjuan Li, Wei Huangfu, Fadi Farha, Tao Zhu, Shunkun Yang, Liming Chen, Huansheng Ning
2020	J	`jnl`	Species and Memory Enhanced Differential Evolution for Optimal Power Flow Under Double-Sided Uncertainties. IEEE Trans. Sustain. Comput. Chenyang Bu, Wenjian Luo, Tao Zhu, Ruikang Yi, Bin Yang
2019	J	`jnl`	A clonal selection algorithm for dynamic multimodal function optimization. Swarm Evol. Comput. Wenjian Luo, Xin Lin, Tao Zhu, Peilan Xu
2019	J	`jnl`	A hybrid approach to inferring the Internet of Things for complex activity recognition. EURASIP J. Wirel. Commun. Netw. Qingjuan Li, Huansheng Ning, Tao Zhu, Shan Cui, Liming Chen
2019	J	`jnl`	A novel ontology consistent with acknowledged standards in smart homes. Comput. Networks Huansheng Ning, Feifei Shi, Tao Zhu, Qingjuan Li, Liming Chen
2019	J	`jnl`	A semantic-based inference control algorithm for OWL repository privacy protection. Comput. Networks Yuying Qi, Xuanxia Yao, Tao Zhu, Huansheng Ning
2019	—	`conf`	Empirical Study of Population-Based Dynamic Constrained Multimodal Optimization Algorithms. SSCI Xin Lin, Wenjian Luo, Yingying Qiao, Peilan Xu, Tao Zhu
2019	B	`conf`	Hybrid of PSO and CMA-ES for Global Optimization. CEC Peilan Xu, Wenjian Luo, Xin Lin, Yingying Qiao, Tao Zhu
2018	—	`conf`	A Semantic-based Inference Control Algorithm for RDF Stores Privacy Protection. ISR Yuying Qi, Tao Zhu, Huansheng Ning
2018	J	`jnl`	A Survey of Data Semantization in Internet of Things. Sensors Feifei Shi, Qingjuan Li, Tao Zhu, Huansheng Ning
2018	J	`jnl`	A survey of RDF management technologies and benchmark datasets. J. Ambient Intell. Humaniz. Comput. Zhengyu Pan, Tao Zhu, Hong Liu, Huansheng Ning
2018	J	`jnl`	Learning enhanced differential evolution for tracking optimal decisions in dynamic power systems. Appl. Soft Comput. Tao Zhu, Yingjie Hao, Wenjian Luo, Huansheng Ning
2018	J	`jnl`	Social relationship for physical objects. Int. J. Distributed Sens. Networks Dawei Wei, Huansheng Ning, Yuke Qian, Tao Zhu
2017	J	`jnl`	An architecture for aggregating information from distributed data nodes for industrial internet of things. Comput. Electr. Eng. Tao Zhu, Sahraoui Dhelim, Zhihao Zhou, Shunkun Yang, Huansheng Ning
2017	J	`jnl`	Cyberlogic Paves the Way From Cyber Philosophy to Cyber Science. IEEE Internet Things J. Huansheng Ning, Qingjuan Li, Dawei Wei, Hong Liu, Tao Zhu
2017	J	`jnl`	Solving online dynamic time-linkage problems under unreliable prediction. Appl. Soft Comput. Chenyang Bu, Wenjian Luo, Tao Zhu, Lihua Yue
2016	—	`conf`	Cyber-Enabled Traditional Chinese Medicine. iThings/GreenCom/CPSCom/SmartData Yujia Chen, Yifeng Peng, Leiqi Wang, Yuanyu Zhang, Tao Zhu
2016	J	`jnl`	Internet Use and Its Impact on Individual Physical Health. IEEE Access Yumei Zheng, Dawei Wei, Junlong Li, Tao Zhu, Huansheng Ning
2016	B	`conf`	STLF: Spatial-temporal-logical knowledge representation and object mapping framework. SMC Sahraoui Dhelim, Huansheng Ning, Tao Zhu
2015	J	`jnl`	Dynamic optimization facilitated by the memory tree. Soft Comput. Tao Zhu, Wenjian Luo, Lihua Yue
2014	B	`conf`	An improved genetic algorithm for dynamic shortest path problems. IEEE Congress on Evolutionary Computation Xuezhi Zhu, Wenjian Luo, Tao Zhu
2014	B	`conf`	Combining multipopulation evolutionary algorithms with memory for dynamic optimization problems. IEEE Congress on Evolutionary Computation Tao Zhu, Wenjian Luo, Lihua Yue
2014	B	`conf`	Differential evolution with a species-based repair strategy for constrained optimization. IEEE Congress on Evolutionary Computation Chenyang Bu, Wenjian Luo, Tao Zhu
2014	B	`conf`	Evolutionary clustering with differential evolution. IEEE Congress on Evolutionary Computation Gang Chen, Wenjian Luo, Tao Zhu
2011	—	`conf`	An adaptive strategy for updating the memory in Evolutionary Algorithms for dynamic optimization. CIDUE Tao Zhu, Wenjian Luo, Zhifang Li