Haiping Ma

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 75

Top Topics

Computerized Adaptive Testing

Multiobjective Optimization

Evolutionary Algorithm

Top Venues

IEEE Trans. Emerg. Top. Comput. Intell.

Publications

Haiping Ma, Jiuyi Yao, Jiyuan Huang, Weijia Zhang, Zheheng Jiang
Temporal-Spatial Conversion Based Sequential Convolutional LSTM Architecture for Detecting Drug Addiction. IEEE Signal Process. Lett. 31 (2024)
Haiping Ma, Changqian Wang, Hengshu Zhu, Shangshang Yang, Xiaoming Zhang, Xingyi Zhang
Enhancing Cognitive Diagnosis Using Un-interacted Exercises: A Collaboration-Aware Mixed Sampling Approach. AAAI (2024)
Haiping Ma, Yajing Zhang, Shengyi Sun, Weijia Zhang, Minrui Fei, Huiyu Zhou
Weighted multi-error information entropy based you only look once network for underwater object detection. Eng. Appl. Artif. Intell. 130 (2024)
Haiping Ma, Yong Yang, Chuan Qin, Xiaoshan Yu, Shangshang Yang, Xingyi Zhang, Hengshu Zhu
HD-KT: Advancing Robust Knowledge Tracing via Anomalous Learning Interaction Detection. WWW (2024)
Dayu Tan, Zhiyuan Yao, Xin Peng, Haiping Ma, Yike Dai, Yansen Su, Weimin Zhong
Multi-Level Medical Image Segmentation Network Based on Multi-Scale and Context Information Fusion Strategy. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Qi Liu, Yan Zhuang, Haoyang Bi, Zhenya Huang, Weizhe Huang, Jiatong Li, Junhao Yu, Zirui Liu, Zirui Hu, Yuting Hong, Zachary A. Pardos, Haiping Ma, Mengxiao Zhu, Shijin Wang, Enhong Chen
Survey of Computerized Adaptive Testing: A Machine Learning Perspective. CoRR (2024)
Haiping Ma, Shengyi Sun, Dawei Du, Dan Simon
Model analysis and application case for complex multi-system evolutionary optimization. Evol. Intell. 17 (4) (2024)
Xiaoshan Yu, Chuan Qin, Dazhong Shen, Haiping Ma, Le Zhang, Xingyi Zhang, Hengshu Zhu, Hui Xiong
RDGT: Enhancing Group Cognitive Diagnosis With Relation-Guided Dual-Side Graph Transformer. IEEE Trans. Knowl. Data Eng. 36 (7) (2024)
Xiaoshan Yu, Chuan Qin, Dazhong Shen, Shangshang Yang, Haiping Ma, Hengshu Zhu, Xingyi Zhang
RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes. CoRR (2024)
Yunfei Zhang, Chuan Qin, Dazhong Shen, Haiping Ma, Le Zhang, Xingyi Zhang, Hengshu Zhu
ReliCD: A Reliable Cognitive Diagnosis Framework with Confidence Awareness. CoRR (2024)
Yajie Zhang, Hao Jiang, Ye Tian, Haiping Ma, Xingyi Zhang
Multigranularity Surrogate Modeling for Evolutionary Multiobjective Optimization With Expensive Constraints. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Xiaoshan Yu, Chuan Qin, Dazhong Shen, Shangshang Yang, Haiping Ma, Hengshu Zhu, Xingyi Zhang
RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes. KDD (2024)
Ye Tian, Jiaxing Hu, Cheng He, Haiping Ma, Limiao Zhang, Xingyi Zhang
A pairwise comparison based surrogate-assisted evolutionary algorithm for expensive multi-objective optimization. Swarm Evol. Comput. 80 (2023)
Shangshang Yang, Haoyu Wei, Haiping Ma, Ye Tian, Xingyi Zhang, Yunbo Cao, Yaochu Jin
Cognitive Diagnosis-Based Personalized Exercise Group Assembly via a Multi-Objective Evolutionary Algorithm. IEEE Trans. Emerg. Top. Comput. Intell. 7 (3) (2023)
Haiping Ma, Changqian Wang, Hengshu Zhu, Shangshang Yang, Xiaoming Zhang, Xingyi Zhang
Enhancing Cognitive Diagnosis using Un-interacted Exercises: A Collaboration-aware Mixed Sampling Approach. CoRR (2023)
Haiping Ma, Yajing Zhang, Shengyi Sun, Ting Liu, Yu Shan
A comprehensive survey on NSGA-II for multi-objective optimization and applications. Artif. Intell. Rev. 56 (12) (2023)
Shangshang Yang, Xiaoshan Yu, Ye Tian, Xueming Yan, Haiping Ma, Xingyi Zhang
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing. NeurIPS (2023)
Jia-Yu Liu, Fei Wang, Haiping Ma, Zhenya Huang, Qi Liu, En-Hong Chen, Yu Su
A Probabilistic Framework for Temporal Cognitive Diagnosis in Online Learning Systems. J. Comput. Sci. Technol. 38 (6) (2023)
Haiping Ma, Shengyi Sun, Senggang Ye, Zheheng Jiang
Non-Uniform Illumination Underwater Image Enhancement via Minimum Weighted Error Entropy Loss. IEEE Signal Process. Lett. 30 (2023)
Yunfei Zhang, Chuan Qin, Dazhong Shen, Haiping Ma, Le Zhang, Xingyi Zhang, Hengshu Zhu
ReliCD: A Reliable Cognitive Diagnosis Framework with Confidence Awareness. ICDM (2023)
Yulin Li, Weijia Zhang, Haiping Ma, Feiyu Chen, Dongqin Sun, Xue Cheng, Yuan Zheng, ZhaoWei Wang, Shaomin Cai
Posture Detection Based on Kinect and YOLO Technologies. RICAI (2023)
Ye Tian, Xiaopeng Li, Haiping Ma, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
Deep Reinforcement Learning Based Adaptive Operator Selection for Evolutionary Multi-Objective Optimization. IEEE Trans. Emerg. Top. Comput. Intell. 7 (4) (2023)
Lei Zhang, Kaicong Ma, Haipeng Yang, Cheng Zhang, Haiping Ma, Qi Liu
A Search Space Reduction-Based Progressive Evolutionary Algorithm for Influence Maximization in Social Networks. IEEE Trans. Comput. Soc. Syst. 10 (5) (2023)
Shuhuan Liu, Xiaoshan Yu, Haiping Ma, Ziwen Wang, Chuan Qin, Xingyi Zhang
Homogeneous Cohort-Aware Group Cognitive Diagnosis: A Multi-grained Modeling Perspective. CIKM (2023)
Shangshang Yang, Xiaoshan Yu, Ye Tian, Xueming Yan, Haiping Ma, Xingyi Zhang
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing. CoRR (2023)
Shangshang Yang, Haiping Ma, Cheng Zhen, Ye Tian, Limiao Zhang, Yaochu Jin, Xingyi Zhang
Designing Novel Cognitive Diagnosis Models via Evolutionary Multi-Objective Neural Architecture Search. CoRR (2023)
Feiyu Chen, Haiping Ma, Weijia Zhang
SegT: A Novel Separated Edge-guidance Transformer Network for Polyp Segmentation. CoRR (2023)
Xiaoshu Xiang, Ling Wu, Haiping Ma, Xingyi Zhang
Balancing Measurement Efficiency, Test Diversity and Security for Item Selection in On-the-Fly Assembled Multistage Adaptive Testing via a Multi-objective Evolutionary Algorithm. ICSI (1) (2023)
Ye Tian, Haowen Chen, Haiping Ma, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective Optimization. IEEE CAA J. Autom. Sinica 9 (10) (2022)
Long Chen, Feixiang Zhou, Shengke Wang, Junyu Dong, Ning Li, Haiping Ma, Xin Wang, Huiyu Zhou
SWIPENET: Object detection in noisy underwater scenes. Pattern Recognit. 132 (2022)
Haiping Ma, Jingyuan Wang, Hengshu Zhu, Xin Xia, Haifeng Zhang, Xingyi Zhang, Lei Zhang
Reconciling Cognitive Modeling with Knowledge Forgetting: A Continuous Time-aware Neural Network Approach. IJCAI (2022)
Haiping Ma, Manwei Li, Le Wu, Haifeng Zhang, Yunbo Cao, Xingyi Zhang, Xuemin Zhao
Knowledge-Sensed Cognitive Diagnosis for Intelligent Education Platforms. CIKM (2022)
Hongke Zhao, Xinpeng Wu, Chuang Zhao, Lei Zhang, Haiping Ma, Fan Cheng
CoEA: A Cooperative-Competitive Evolutionary Algorithm for Bidirectional Recommendations. IEEE Trans. Evol. Comput. 26 (1) (2022)
Haiping Ma, Jinwei Zhu, Shangshang Yang, Qi Liu, Haifeng Zhang, Xingyi Zhang, Yunbo Cao, Xuemin Zhao
A Prerequisite Attention Model for Knowledge Proficiency Diagnosis of Students. CIKM (2022)
Yan Zhuang, Qi Liu, Zhenya Huang, Zhi Li, Shuanghong Shen, Haiping Ma
Fully Adaptive Framework: Neural Computerized Adaptive Testing for Online Education. AAAI (2022)
Haiping Ma, Yu Shan, Jinglin Wang, Xiaolei Chen, Zhile Yang, Dan Simon
Multi-system genetic algorithm for complex system optimization. Soft Comput. 26 (19) (2022)
Shuai Wang, Kun Zhang, Le Wu, Haiping Ma, Richang Hong, Meng Wang
Privileged Graph Distillation for Cold Start Recommendation. CoRR (2021)
Haoyang Bi, Haiping Ma, Zhenya Huang, Yu Yin, Qi Liu, Enhong Chen, Yu Su, Shijin Wang
Quality meets Diversity: A Model-Agnostic Framework for Computerized Adaptive Testing. CoRR (2021)
Shuai Wang, Kun Zhang, Le Wu, Haiping Ma, Richang Hong, Meng Wang
Privileged Graph Distillation for Cold Start Recommendation. SIGIR (2021)
Jinze Wu, Zhenya Huang, Qi Liu, Defu Lian, Hao Wang, Enhong Chen, Haiping Ma, Shijin Wang
Federated Deep Knowledge Tracing. WSDM (2021)
Ye Tian, Ruchen Liu, Xingyi Zhang, Haiping Ma, Kay Chen Tan, Yaochu Jin
A Multipopulation Evolutionary Algorithm for Solving Large-Scale Multimodal Multiobjective Optimization Problems. IEEE Trans. Evol. Comput. 25 (3) (2021)
Haiping Ma, Zhenjie Liu, Xingyi Zhang, Lei Zhang, Hao Jiang
Balancing topology structure and node attribute in evolutionary multi-objective community detection for attributed networks. Knowl. Based Syst. 227 (2021)
Haiping Ma, Haipeng Yang, Kefei Zhou, Lei Zhang, Xingyi Zhang
A local-to-global scheme-based multi-objective evolutionary algorithm for overlapping community detection on large-scale complex networks. Neural Comput. Appl. 33 (10) (2021)
Yanhui Zhang, Shili Lin, Haiping Ma, Yuanjun Guo, Wei Feng
A Novel Pigeon-Inspired Optimized RBF Model for Parallel Battery Branch Forecasting. Complex. 2021 (2021)
Haiping Ma, Haoyu Wei, Ye Tian, Ran Cheng, Xingyi Zhang
A multi-stage evolutionary algorithm for multi-objective optimization with complex constraints. Inf. Sci. 560 (2021)
Haiping Ma, Chao Sun, Jinglin Wang, Zhile Yang, Huiyu Zhou
Multisystem Optimization for an Integrated Production Scheduling with Resource Saving Problem in Textile Printing and Dyeing. Complex. 2020 (2020)
Shiwei Tong, Qi Liu, Wei Huang, Zhenya Huang, Enhong Chen, Chuanren Liu, Haiping Ma, Shijin Wang
Structure-based Knowledge Tracing: An Influence Propagation View. ICDM (2020)
Zhenya Huang, Qi Liu, Yuying Chen, Le Wu, Keli Xiao, Enhong Chen, Haiping Ma, Guoping Hu
Learning or Forgetting? A Dynamic Approach for Tracking the Knowledge Proficiency of Students. ACM Trans. Inf. Syst. 38 (2) (2020)
Haiping Ma, Minrui Fei, Zheheng Jiang, Ling Li, Huiyu Zhou, Danny Crookes
A Multipopulation-Based Multiobjective Evolutionary Algorithm. IEEE Trans. Cybern. 50 (2) (2020)
Lei Zhang, Fengiiao Sun, Fan Cheng, Haiping Ma, Xiaoyan Sun
An Overlapping Community Detection Based Multi-Objective Evolutionary Algorithm for Diversified Social Influence Maximization. CEC (2020)
Tianyu Hu, Lidong Zhang, Zhile Yang, Yuanjun Guo, Haiping Ma
Design Optimization of Plate-Fin Heat Exchanger Using Sine Cosine Algorithm. NCAA (2020)
Long Chen, Feixiang Zhou, Shengke Wang, Junyu Dong, Ning Li, Haiping Ma, Xin Wang, Huiyu Zhou
SWIPENET: Object detection in noisy underwater images. CoRR (2020)
Haoyang Bi, Haiping Ma, Zhenya Huang, Yu Yin, Qi Liu, Enhong Chen, Yu Su, Shijin Wang
Quality meets Diversity: A Model-Agnostic Framework for Computerized Adaptive Testing. ICDM (2020)
Shuanghong Shen, Qi Liu, Enhong Chen, Han Wu, Zhenya Huang, Weihao Zhao, Yu Su, Haiping Ma, Shijin Wang
Convolutional Knowledge Tracing: Modeling Individualization in Student Learning Process. SIGIR (2020)
Ming He, Hao Guo, Guangyi Lv, Le Wu, Yong Ge, Enhong Chen, Haiping Ma
Leveraging proficiency and preference for online Karaoke recommendation. Frontiers Comput. Sci. 14 (2) (2020)
Zheheng Jiang, Danny Crookes, Brian Desmond Green, Yunfeng Zhao, Haiping Ma, Ling Li, Shengping Zhang, Dacheng Tao, Huiyu Zhou
Context-Aware Mouse Behavior Recognition Using Hidden Markov Models. IEEE Trans. Image Process. 28 (3) (2019)
Haiping Ma, Shigen Shen, Mei Yu, Zhile Yang, Minrui Fei, Huiyu Zhou
Multi-population techniques in nature inspired optimization algorithms: A comprehensive survey. Swarm Evol. Comput. 44 (2019)
Song Cheng, Qi Liu, Enhong Chen, Zai Huang, Zhenya Huang, Yiying Chen, Haiping Ma, Guoping Hu
DIRT: Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis. CIKM (2019)
Qi Liu, Shiwei Tong, Chuanren Liu, Hongke Zhao, Enhong Chen, Haiping Ma, Shijin Wang
Exploiting Cognitive Structure for Adaptive Learning. KDD (2019)
Qi Liu, Shiwei Tong, Chuanren Liu, Hongke Zhao, Enhong Chen, Haiping Ma, Shijin Wang
Exploiting Cognitive Structure for Adaptive Learning. CoRR (2019)
Zhile Yang, Yuanjun Guo, Qun Niu, Haiping Ma, Yimin Zhou, Li Zhang
A Novel Binary Jaya Optimization for Economic/Emission Unit Commitment. CEC (2018)
Zhile Yang, Qun Niu, Yuanjun Guo, Haiping Ma, Boyang Qu
A Fast Hybrid Meta-Heuristic Algorithm for Economic/Environment Unit Commitment with Renewables and Plug-In Electric Vehicles. ICSI (1) (2018)
Yadong Yu, Haiping Ma, Mei Yu, Sengang Ye, Xiaolei Chen
Multipopulation Management in Evolutionary Algorithms and Application to Complex Warehouse Scheduling Problems. Complex. 2018 (2018)
Zhile Yang, Kang Li, Yuanjun Guo, Haiping Ma, Min Zheng
Compact real-valued teaching-learning based optimization with the applications to neural network training. Knowl. Based Syst. 159 (2018)
Zai Huang, Zhen Pan, Qi Liu, Bai Long, Haiping Ma, Enhong Chen
An Ad CTR Prediction Method Based on Feature Learning of Deep and Shallow Layers. CIKM (2017)
Haiping Ma, Dan Simon, Patrick Siarry, Zhile Yang, Minrui Fei
Biogeography-Based Optimization: A 10-Year Review. IEEE Trans. Emerg. Top. Comput. Intell. 1 (5) (2017)
Haiping Ma, Dan Simon, Minrui Fei, Hongwei Mo
Interactive Markov Models of Optimization Search Strategies. IEEE Trans. Syst. Man Cybern. Syst. 47 (5) (2017)
Haiping Ma, Pengcheng You, Kailong Liu, Zhile Yang, Minrui Fei
Optimal Battery Charging Strategy Based on Complex System Optimization. LSMS/ICSEE (3) (2017)
Haiping Ma, Sengang Ye, Dan Simon, Minrui Fei
Conceptual and numerical comparisons of swarm intelligence optimization algorithms. Soft Comput. 21 (11) (2017)
Shigen Shen, Haiping Ma, En Fan, Keli Hu, Shui Yu, Jianhua Liu, Qiying Cao
A non-cooperative non-zero-sum game-based dependability assessment of heterogeneous WSNs with malware diffusion. J. Netw. Comput. Appl. 91 (2017)
Zhen Pan, Enhong Chen, Qi Liu, Tong Xu, Haiping Ma, Hongjie Lin
Sparse Factorization Machines for Click-through Rate Prediction. ICDM (2016)
Haiping Ma, Minrui Fei, Zhile Yang
Biogeography-based optimization for identifying promising compounds in chemical process. Neurocomputing 174 (2016)
Haiping Ma, Dan Simon, Minrui Fei
Statistical Mechanics Approximation of Biogeography-Based Optimization. Evol. Comput. 24 (3) (2016)
Yifan Sun, Xin Li, Lin Li, Qi Liu, Enhong Chen, Haiping Ma
Mining User's Location Intention from Mobile Search Log. KSEM (2015)
Haiping Ma, Shufei Su, Dan Simon, Minrui Fei
Ensemble multi-objective biogeography-based optimization with application to automated warehouse scheduling. Eng. Appl. Artif. Intell. 44 (2015)
Haiping Ma, Dan Simon, Minrui Fei, Xinzhan Shu, Zixiang Chen
Hybrid biogeography-based evolutionary algorithms. Eng. Appl. Artif. Intell. 30 (2014)
Qi Liu, Haiping Ma, Enhong Chen, Hui Xiong
A Survey of Context-Aware Mobile Recommendations. Int. J. Inf. Technol. Decis. Mak. 12 (1) (2013)
Ting Jin, Tong Xu, Enhong Chen, Qi Liu, Haiping Ma, Jingsong Lv, Guoping Hu
Random Walk with Pre-filtering for Social Link Prediction. CIS (2013)
Haiping Ma, Dan Simon, Minrui Fei, Zhikun Xie
Variations of biogeography-based optimization and Markov analysis. Inf. Sci. 220 (2013)
Haiping Ma, Dan Simon, Minrui Fei, Zixiang Chen
On the equivalences and differences of evolutionary algorithms. Eng. Appl. Artif. Intell. 26 (10) (2013)
Haiping Ma, Huanhuan Cao, Qiang Yang, Enhong Chen, Jilei Tian
A habit mining approach for discovering similar mobile users. WWW (2012)
Haiping Ma, Minrui Fei, Zhiguo Ding, Jing Jin
Biogeography-based optimization with ensemble of migration models for global numerical optimization. IEEE Congress on Evolutionary Computation (2012)
Haiping Ma, Enhong Chen, Linli Xu, Hui Xiong
Capturing correlations of multiple labels: A generative probabilistic model for multi-label learning. Neurocomputing 92 (2012)
Haiping Ma, Dan Simon
Blended biogeography-based optimization for constrained optimization. Eng. Appl. Artif. Intell. 24 (3) (2011)
Enhong Chen, Yanggang Lin, Hui Xiong, Qiming Luo, Haiping Ma
Exploiting probabilistic topic models to improve text categorization under class imbalance. Inf. Process. Manag. 47 (2) (2011)
Haiping Ma, Dan Simon
Analysis of migration models of biogeography-based optimization using Markov theory. Eng. Appl. Artif. Intell. 24 (6) (2011)
Haiping Ma
An analysis of the equilibrium of migration models for biogeography-based optimization. Inf. Sci. 180 (18) (2010)
Haiping Ma, Dan Simon
Biogeography-based optimization with blended migration for constrained optimization problems. GECCO (2010)
Haiping Ma, Suhong Ni, Man Sun
Equilibrium species counts and migration model tradeoffs for biogeography-based optimization. CDC (2009)
Man Sun, Suhong Ni, Haiping Ma
control for time-delay systems with polytopic uncertainty. CDC (2009)