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2020 – today
- 2024
[j46]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: 107766 (2024)- [j45]Haiping Ma, Shengyi Sun, Dawei Du, Dan Simon:
Model analysis and application case for complex multi-system evolutionary optimization. Evol. Intell. 17(4): 2733-2748 (2024) - [j44]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: 1785-1789 (2024) - [j43]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): 474-487 (2024) - [j42]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): 3429-3442 (2024) - [j41]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): 2956-2968 (2024) - [c34]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: 8877-8885 - [c33]Haiping Ma, Siyu Song, Chuan Qin, Xiaoshan Yu, Limiao Zhang, Xingyi Zhang, Hengshu Zhu:
DGCD: An Adaptive Denoising GNN for Group-level Cognitive Diagnosis. IJCAI 2024: 2261-2269 - [c32]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: 4047-4058 - [c31]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: 4479-4488 - [i12]Yunfei Zhang, Chuan Qin, Dazhong Shen, Haiping Ma, Le Zhang, Xingyi Zhang, Hengshu Zhu:
ReliCD: A Reliable Cognitive Diagnosis Framework with Confidence Awareness. CoRR abs/2401.10749 (2024) - [i11]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 abs/2404.00712 (2024) - [i10]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 abs/2406.12465 (2024) - [i9]Xiaoshan Yu, Chuan Qin, Qi Zhang, Chen Zhu, Haiping Ma, Xingyi Zhang, Hengshu Zhu:
DISCO: A Hierarchical Disentangled Cognitive Diagnosis Framework for Interpretable Job Recommendation. CoRR abs/2410.07671 (2024) - 2023
- [j40]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): 15217-15270 (2023) - [j39]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): 1203-1222 (2023) - [j38]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: 1187-1191 (2023) - [j37]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: 101323 (2023) - [j36]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): 2385-2399 (2023) - [j35]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): 829-844 (2023) - [j34]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): 1051-1064 (2023) - [c30]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: 4094-4098 - [c29]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: 858-867 - [c28]Shangshang Yang, Xiaoshan Yu, Ye Tian, Xueming Yan, Haiping Ma, Xingyi Zhang:
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing. NeurIPS 2023 - [c27]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: 205-209 - [c26]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: 438-451 - [i8]Feiyu Chen, Haiping Ma, Weijia Zhang:
SegT: A Novel Separated Edge-guidance Transformer Network for Polyp Segmentation. CoRR abs/2306.10773 (2023) - [i7]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 abs/2307.04429 (2023) - [i6]Shangshang Yang, Xiaoshan Yu, Ye Tian, Xueming Yan, Haiping Ma, Xingyi Zhang:
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing. CoRR abs/2310.01180 (2023) - [i5]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 abs/2312.10110 (2023) - 2022
- [j33]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): 1801-1817 (2022) - [j32]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: 108926 (2022) - [j31]Haiping Ma, Yu Shan, Jinglin Wang, Xiaolei Chen, Zhile Yang, Dan Simon:
Multi-system genetic algorithm for complex system optimization. Soft Comput. 26(19): 10187-10205 (2022) - [j30]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): 28-42 (2022) - [c25]Yan Zhuang, Qi Liu, Zhenya Huang, Zhi Li, Shuanghong Shen, Haiping Ma:
Fully Adaptive Framework: Neural Computerized Adaptive Testing for Online Education. AAAI 2022: 4734-4742 - [c24]Haiping Ma, Manwei Li, Le Wu, Haifeng Zhang, Yunbo Cao, Xingyi Zhang, Xuemin Zhao:
Knowledge-Sensed Cognitive Diagnosis for Intelligent Education Platforms. CIKM 2022: 1451-1460 - [c23]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: 4304-4308 - [c22]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: 2174-2181 - 2021
- [j29]Yanhui Zhang, Shili Lin, Haiping Ma, Yuanjun Guo, Wei Feng:
A Novel Pigeon-Inspired Optimized RBF Model for Parallel Battery Branch Forecasting. Complex. 2021: 8895496:1-8895496:7 (2021) - [j28]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: 68-91 (2021) - [j27]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: 107169 (2021) - [j26]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): 5135-5149 (2021) - [j25]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): 405-418 (2021) - [c21]Shuai Wang, Kun Zhang, Le Wu, Haiping Ma, Richang Hong, Meng Wang:
Privileged Graph Distillation for Cold Start Recommendation. SIGIR 2021: 1187-1196 - [c20]Jinze Wu, Zhenya Huang, Qi Liu, Defu Lian, Hao Wang, Enhong Chen, Haiping Ma, Shijin Wang:
Federated Deep Knowledge Tracing. WSDM 2021: 662-670 - [i4]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 abs/2101.05986 (2021) - [i3]Shuai Wang, Kun Zhang, Le Wu, Haiping Ma, Richang Hong, Meng Wang:
Privileged Graph Distillation for Cold Start Recommendation. CoRR abs/2105.14975 (2021) - 2020
- [j24]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: 8853735:1-8853735:14 (2020) - [j23]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): 273-290 (2020) - [j22]Haiping Ma, Minrui Fei, Zheheng Jiang, Ling Li, Huiyu Zhou, Danny Crookes:
A Multipopulation-Based Multiobjective Evolutionary Algorithm. IEEE Trans. Cybern. 50(2): 689-702 (2020) - [j21]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): 19:1-19:33 (2020) - [c19]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: 1-8 - [c18]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: 42-51 - [c17]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: 541-550 - [c16]Tianyu Hu, Lidong Zhang, Zhile Yang, Yuanjun Guo, Haiping Ma:
Design Optimization of Plate-Fin Heat Exchanger Using Sine Cosine Algorithm. NCAA 2020: 408-419 - [c15]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: 1857-1860 - [i2]Long Chen, Feixiang Zhou, Shengke Wang, Junyu Dong, Ning Li, Haiping Ma, Xin Wang, Huiyu Zhou:
SWIPENET: Object detection in noisy underwater images. CoRR abs/2010.10006 (2020)
2010 – 2019
- 2019
- [j20]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: 365-387 (2019) - [j19]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): 1133-1148 (2019) - [c14]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: 2397-2400 - [c13]Qi Liu, Shiwei Tong, Chuanren Liu, Hongke Zhao, Enhong Chen, Haiping Ma, Shijin Wang:
Exploiting Cognitive Structure for Adaptive Learning. KDD 2019: 627-635 - [i1]Qi Liu, Shiwei Tong, Chuanren Liu, Hongke Zhao, Enhong Chen, Haiping Ma, Shijin Wang:
Exploiting Cognitive Structure for Adaptive Learning. CoRR abs/1905.12470 (2019) - 2018
- [j18]Yadong Yu, Haiping Ma, Mei Yu, Sengang Ye, Xiaolei Chen:
Multipopulation Management in Evolutionary Algorithms and Application to Complex Warehouse Scheduling Problems. Complex. 2018: 4730957:1-4730957:14 (2018) - [j17]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: 51-62 (2018) - [c12]Zhile Yang, Yuanjun Guo, Qun Niu, Haiping Ma, Yimin Zhou, Li Zhang:
A Novel Binary Jaya Optimization for Economic/Emission Unit Commitment. CEC 2018: 1-6 - [c11]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: 477-486 - 2017
- [j16]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: 26-35 (2017) - [j15]Haiping Ma, Sengang Ye, Dan Simon, Minrui Fei:
Conceptual and numerical comparisons of swarm intelligence optimization algorithms. Soft Comput. 21(11): 3081-3100 (2017) - [j14]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): 391-407 (2017) - [j13]Haiping Ma, Dan Simon, Minrui Fei, Hongwei Mo:
Interactive Markov Models of Optimization Search Strategies. IEEE Trans. Syst. Man Cybern. Syst. 47(5): 808-825 (2017) - [c10]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: 2119-2122 - [c9]Haiping Ma, Pengcheng You, Kailong Liu, Zhile Yang, Minrui Fei:
Optimal Battery Charging Strategy Based on Complex System Optimization. LSMS/ICSEE (3) 2017: 371-378 - 2016
- [j12]Haiping Ma, Dan Simon, Minrui Fei:
Statistical Mechanics Approximation of Biogeography-Based Optimization. Evol. Comput. 24(3): 427-458 (2016) - [j11]Haiping Ma, Minrui Fei, Zhile Yang:
Biogeography-based optimization for identifying promising compounds in chemical process. Neurocomputing 174: 494-499 (2016) - [c8]Zhen Pan, Enhong Chen, Qi Liu, Tong Xu, Haiping Ma, Hongjie Lin:
Sparse Factorization Machines for Click-through Rate Prediction. ICDM 2016: 400-409 - 2015
- [j10]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: 79-90 (2015) - [c7]Yifan Sun, Xin Li, Lin Li, Qi Liu, Enhong Chen, Haiping Ma:
Mining User's Location Intention from Mobile Search Log. KSEM 2015: 407-420 - 2014
- [j9]Haiping Ma, Dan Simon, Minrui Fei, Xinzhan Shu, Zixiang Chen:
Hybrid biogeography-based evolutionary algorithms. Eng. Appl. Artif. Intell. 30: 213-224 (2014) - 2013
- [j8]Haiping Ma, Dan Simon, Minrui Fei, Zixiang Chen:
On the equivalences and differences of evolutionary algorithms. Eng. Appl. Artif. Intell. 26(10): 2397-2407 (2013) - [j7]Qi Liu, Haiping Ma, Enhong Chen, Hui Xiong:
A Survey of Context-Aware Mobile Recommendations. Int. J. Inf. Technol. Decis. Mak. 12(1): 139-172 (2013) - [j6]Haiping Ma, Dan Simon, Minrui Fei, Zhikun Xie:
Variations of biogeography-based optimization and Markov analysis. Inf. Sci. 220: 492-506 (2013) - [c6]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: 139-143 - 2012
- [j5]Haiping Ma, Enhong Chen, Linli Xu, Hui Xiong:
Capturing correlations of multiple labels: A generative probabilistic model for multi-label learning. Neurocomputing 92: 116-123 (2012) - [c5]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: 1-8 - [c4]Haiping Ma, Huanhuan Cao, Qiang Yang, Enhong Chen, Jilei Tian:
A habit mining approach for discovering similar mobile users. WWW 2012: 231-240 - 2011
- [j4]Haiping Ma, Dan Simon:
Blended biogeography-based optimization for constrained optimization. Eng. Appl. Artif. Intell. 24(3): 517-525 (2011) - [j3]Haiping Ma, Dan Simon:
Analysis of migration models of biogeography-based optimization using Markov theory. Eng. Appl. Artif. Intell. 24(6): 1052-1060 (2011) - [j2]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): 202-214 (2011) - 2010
- [j1]Haiping Ma:
An analysis of the equilibrium of migration models for biogeography-based optimization. Inf. Sci. 180(18): 3444-3464 (2010) - [c3]Haiping Ma, Dan Simon:
Biogeography-based optimization with blended migration for constrained optimization problems. GECCO 2010: 417-418
2000 – 2009
Coauthor Index
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