Two Improvement Strategies for Logistic Dynamic Particle Swarm Optimization. - Qingjian Ni; Jianming Deng (ICANNGA (1), 2011)

A New Particle Swarm Optimization with Population Restructuring Based Multiple Population Strategy. - Qingjian Ni; Cen Cao; Huimin Du (SEMCCO (1), 2013)

A new dynamic probabilistic Particle Swarm Optimization with dynamic random population topology. - Qingjian Ni; Cen Cao; Xushan Yin (IEEE Congress on Evolutionary Computation, 2014)

An Improved Particle Swarm Optimization-Based Coverage Control Method for Wireless Sensor Network. - Huimin Du; Qingjian Ni; Qianqian Pan; Yiyun Yao; Qing Lv (ICSI (2), 2014)

An Improved Energy-Aware Cluster Heads Selection Method for Wireless Sensor Networks Based on K-means and Binary Particle Swarm Optimization. - Qianqian Pan; Qingjian Ni; Huimin Du; Yiyun Yao; Qing Lv (ICSI (2), 2014)

Comparison of Particle Swarm Optimization algorithms in Wireless Sensor Network node localization. - Cen Cao; Qingjian Ni; Xushan Yin (SMC, 2014)

A Novel Community Detection Method Based on Discrete Particle Swarm Optimization Algorithms in Complex Networks. - Cen Cao; Qingjian Ni; Yuqing Zhai (CEC, 2015)

A novel heterogeneous feature ant colony optimization and its application on robot path planning. - Yiyun Yao; Qingjian Ni; Qing Lv; Kai Huang 004 (CEC, 2015)

A novel PSO for portfolio optimization based on heterogeneous multiple population strategy. - Xushan Yin; Qingjian Ni; Yuqing Zhai (CEC, 2015)

An Improved Collaborative Filtering Recommendation Algorithm Based on Community Detection in Social Networks. - Cen Cao; Qingjian Ni; Yuqing Zhai (GECCO, 2015)

An Effective Recommendation Model Based on Communities and Trust Network. - Cen Cao; Qingjian Ni; Yuqing Zhai (ICTAI, 2015)

A Novel Boundary Based Multiobjective Particle Swarm Optimization. - Fushan Li; Shufang Xie 002; Qingjian Ni (ICSI (1), 2015)

A Novel Particle Swarm Optimization for Portfolio Optimization Based on Random Population Topology Strategies. - Xushan Yin; Qingjian Ni; Yuqing Zhai (ICSI (1), 2015)

An Improved Node Localization Method for Wireless Sensor Network Based on PSO and Evaluation of Environment Variables. - Qingjian Ni (ICSI (2), 2016)

An improved dynamic deployment method for wireless sensor network based on multi-swarm particle swarm optimization. - Qingjian Ni; Huimin Du; Qianqian Pan; Cen Cao; Yuqing Zhai (Nat. Comput., 2017)

Particle swarm optimization with dynamic random population topology strategies for a generalized portfolio selection problem. - Qingjian Ni; Xushan Yin; Kangwei Tian; Yuqing Zhai (Nat. Comput., 2017)

A Novel Cluster Head Selection Algorithm Based on Fuzzy Clustering and Particle Swarm Optimization. - Qingjian Ni; Qianqian Pan; Huimin Du; Cen Cao; Yuqing Zhai (IEEE ACM Trans. Comput. Biol. Bioinform., 2017)

An Improved Bacteria Foraging Optimization Algorithm for High Dimensional Multi-objective Optimization Problems. - Yueliang Lu; Qingjian Ni (ICSI (1), 2018)

Graph Theoretical Analysis in Particle Swarm Optimization Based on Random Topologies. - Yingzhi He; Ziye Zhang; Shuai Zhao; Qingjian Ni (SMC, 2020)

A Hybrid SVM-LSTM Temperature Prediction Model Based on Empirical Mode Decomposition and Residual Prediction. - Wenqiang Peng; Qingjian Ni (SMC, 2020)

A Novel Social Opinion Dynamics Guided Particle Swarm Optimization. - Meng Zhang; Qingjian Ni; Shuai Zhao; Yuhui Wang 002; Chenxin Shen (SMC, 2020)

A Combined Prediction Method for Short-term Wind Speed Using Variational Mode Decomposition Based on Parameter Optimization. - Meng Zhang; Qingjian Ni; Shuai Zhao; Yuhui Wang 002; Chenxin Shen (SMC, 2020)

A Short-term Evaporation Duct Height Prediction Method Using EMD and Parameter Optimized SVR. - Shuai Zhao; Meng Zhang; Qingjian Ni; Yanbo Mai; Yuhui Wang 002; Chenxin Shen (SMC, 2020)

A hybrid Prophet-LSTM Model for Prediction of Air Quality Index. - Landi Zhoul; Ming Chenl; Qingjian Ni (SSCI, 2020)

Using the Decomposition-Based Multi-Objective Evolutionary Algorithm with Adaptive Neighborhood Sizes and Dynamic Constraint Strategies to Retrieve Atmospheric Ducts. - Yanbo Mai; Hanqing Shi; Qixiang Liao; Zheng Sheng 001; Shuai Zhao; Qingjian Ni; Wei Zhang (Sensors, 2020)

An Improved El Nino Index Forecasting Method Based on Parameters Optimization. - Chenxin Shen; Qingjian Ni; Shuai Zhao; Meng Zhang; Yuhui Wang (ICSI (2), 2021)

A Hybrid Wind Speed Prediction Model Based on Signal Decomposition and Deep 1DCNN. - Yuhui Wang; Qingjian Ni; Shuai Zhao; Meng Zhang; Chenxin Shen (ICSI (2), 2021)

An Improved Spatial-Temporal Network Based on Residual Correction and Evolutionary Algorithm for Water Quality Prediction. - Xin Yu; Wenqiang Peng; Dongfan Xue; Qingjian Ni (ICSI (2), 2021)

An Improved Evolutionary Multi-objective Optimization Algorithm Based on Multi-population and Dynamic Neighborhood. - Shuai Zhao; Xuying Kang; Qingjian Ni (ICSI (2), 2021)

An Improved Convolutional LSTM Network with Directional Convolution Layer for Prediction of Water Quality with Spatial Information. - Ziqi Zhao; Yuxin Geng; Qingjian Ni (ICSI (2), 2022)

GE-STDGN: a novel spatio-temporal weather prediction model based on graph evolution. - Qingjian Ni; Yuhui Wang; Yifei Fang (Appl. Intell., 2022)

STGMN: A gated multi-graph convolutional network framework for traffic flow prediction. - Qingjian Ni; Meng Zhang (Appl. Intell., 2022)

MBGAN: An improved generative adversarial network with multi-head self-attention and bidirectional RNN for time series imputation. - Qingjian Ni; Xuehan Cao (Eng. Appl. Artif. Intell., 2022)

Graph dropout self-learning hierarchical graph convolution network for traffic prediction. - Qingjian Ni; Wenqiang Peng; Yuntian Zhu; Ruotian Ye (Eng. Appl. Artif. Intell., 2023)

A Novel Decomposition-Based Multi-Objective Evolutionary Algorithm with Dual-Population and Adaptive Weight Strategy. - Qingjian Ni; Xuying Kang (Axioms, 2023)

A Novel Weld-Seam Defect Detection Algorithm Based on the S-YOLO Model. - Yi Zhang; Qingjian Ni (Axioms, 2023)

A Novel Trajectory Feature-Boosting Network for Trajectory Prediction. - Qingjian Ni; Wenqiang Peng; Yuntian Zhu; Ruotian Ye (Entropy, 2023)

Adaptive scalable spatio-temporal graph convolutional network for PM2.5 prediction. - Qingjian Ni; Yuhui Wang; Jiayi Yuan (Eng. Appl. Artif. Intell., 2023)

MCAN: An Efficient Multi-Task Network for Facial Expression Analysis. - Haitao Wang; Rui Wang; Peng Zou; Qingjian Ni; Xiao Sun 003 (CSCWD, 2024)

A period-extracted multi-featured dynamic graph convolution network for traffic demand prediction. - Yuntian Zhu; Qingjian Ni (Appl. Intell., 2024)

LogMT: A Self-supervised Log Anomaly Detection Method Based on Multi-Tasks. - Wenhui Xie; Qingjian Ni (CSCWD, 2025)

DGMI: A diffusion-based generative adversarial framework for multivariate air quality imputation. - Nuo Cheng; Qingjian Ni (Appl. Intell., 2025)

A domain-aware model with multi-perspective contrastive learning for natural language understanding. - Di Wang; Qingjian Ni (Appl. Intell., 2025)

A Multi-scale Representation Learning Framework for Long-Term Time Series Forecasting. - Boshi Gao; Qingjian Ni; Fanbo Ju; Yu Chen; Ziqi Zhao (CoRR, 2025)