Publications
Google Scholar Citations2023
Liao, W.H., Zhang, Q., Yuan, B., Zhang, G.Q. and Lu, J. (2023) "Heterogeneous Multidomain Recommender System Through Adversarial Learning". IEEE Transactions on Neural Networks and Learning Systems, IEEE. doi: 10.1109/TNNLS.2022.3154345 SCI
Zhang, T.T., Wang, X.Q., Liang, B. and Yuan, B. (2023) "Catastrophic Interference in Reinforcement Learning: A Solution Based on Context Division and Knowledge Distillation". IEEE Transactions on Neural Networks and Learning Systems, IEEE. doi: 10.1109/TNNLS.2022.3162241 SCI
Zhang, Q., Liao, W.H., Zhang, G.Q., Yuan, B. and Lu, J. (2023) "A Deep Dual Adversarial Network for Cross-Domain Recommendation". IEEE Transactions on Knowledge and Data Engineering, vol. 35(4), IEEE, pp. 3266-3278. doi: 10.1109/TKDE.2021.3132953 SCI
Zhong, L., Fang, Z., Liu, F., Yuan, B., Zhang, G.Q. and Lu, J. (2023) "Bridging the Theoretical Bound and Deep Algorithms for Open Set Domain Adaptation". IEEE Transactions on Neural Networks and Learning Systems, IEEE. doi: 10.1109/TNNLS.2021.3119965 SCI
Zhang, L.R., Zhang, Q., Shen, L., Yuan, B., Wang, X.Q. and Tao, D.C. (2023) "Evaluating Model-Free Reinforcement Learning Toward Safety-Critical Tasks". In Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI, Washington, D.C., USA.
Zhang, Y.Y., Liu, F., Fang, Z., Yuan, B., Zhang, G.Q. and Lu, J. (2022) "Learning from a Complementary-Label Source Domain: Theory and Algorithms". IEEE Transactions on Neural Networks and Learning Systems, vol. 33(12), IEEE, pp. 7667-7681. doi: 10.1109/TNNLS.2021.3086093 SCI
Wang Y.X., Zhang, T.T., Chang, Y.Z., Wang, X.Q., Liang, B. and Yuan, B. (2022) "A Surrogate-Assisted Controller for Expensive Evolutionary Reinforcement Learning". Information Sciences, vol. 616, Elsevier, pp. 539-557. doi.org/10.1016/j.ins.2022.10.134 SCI
Ye, L.Q., Liu, H.D., Wang, X.Q., Liang, B. and Yuan, B. (2022) "Design and Control of a Robotic System with Legs, Wheels, and a Reconfigurable Arm". IET Cyber-Systems and Robotics, vol. 4(4), Wiley, pp. 313-321. doi: 10.1049/csy2.12072
Ye, L.Q., Tian, B.L., Liu, H.D., Zong, Q., Liang, B. and Yuan, B. (2022) "Anti-Windup Robust Backstepping Control for an Underactuated Reusable Launch Vehicle". IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 52(3), IEEE, pp. 1492-1520. doi: 10.1109/TSMC.2020.3020365 SCI
Yuan, Z.C., Xue, Z.R., Yuan, B., Wang, X.Q., Wu, Y., Gao, Y. and Xu, H.Z. (2022) "Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning". In Proceedings of the 36th Conference on Neural Information Processing Systems, pp. 13022-13037, New Orleans, USA.
Chen, Z., Wang, C.Y., Zhao, H.M., Yuan, B. and Li, X. (2022) "D2Animator: Dual Distillation of StyleGAN for High-Resolution Face Animation". In Proceedings of the 30th ACM International Conference on Multimedia, ACM, pp. 1769-1778, Lisbon, Portugal. doi: 10.1145/3503161.3548002 EI
Li, X.Z., Wang, Z., Wu, X.S., Yuan, B. and Wang, X.Q. (2022) "Input Enhanced Logarithmic Factorization Network for CTR Prediction". In Proceedings of the 26th Pacific-Asia Conference on Knowledge Discovery and Data Mining, LNAI 13282, Springer, pp. 42-54, Chengdu, P.R. China. doi: 10.1007/978-3-031-05981-0_4 EI
Yuan, Z.C., Ma, G.Z., Mu, Y., Xia, B., Yuan, B., Wang, X.Q., Luo, P. and Xu, H.Z. (2022) "Don't Touch What Matters: Task-Aware Lipschitz Data Augmentation for Visual Reinforcement Learning". In Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI, pp. 3702-3708, Vienna, Austria. doi: 10.24963/ijcai.2022/514 EI
Zhang, L.R., Shen, L., Yang, L., Chen, S.X., Wang, X.Q., Yuan, B. and Tao, D.C. (2022) "Penalized Proximal Policy Optimization for Safe Reinforcement Learning". In Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI, pp. 3744-3750, Vienna, Austria. doi: 10.24963/ijcai.2022/520 EI
Gao, C.Q., Xu, K., Zhou, K.Q., Li, L.Q., Wang, X.Q., Yuan, B. and Zhao, P.L. (2022) "Value Penalized Q-Learning for Recommender Systems". In Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, ACM, pp. 2008-2012, Madrid, Spain. doi: 10.1145/3477495.3531796 EI
2021
Wang, Y.X. and Yuan, B. (2021) "From Big Data Based Price Discrimination to Privacy Leakage: Ethical Analysis and Reflections on Privacy Issues from the Perspective of Hardware and Software". Science Economy Society, vol. 39(3), pp. 72–81. doi: 10.19946/j.issn.1006-2815.2021.03.006 Link
Chen, D.C., Hu, W.Z., Yuan, B., Zhang, R. and Wang J.Q. (2021) "Next-Item Recommendation with Deep Adaptable Co-Embedding Neural Networks". IEEE Signal Processing Letters, vol. 28, IEEE, pp. 1220-1224. doi: 10.1109/LSP.2021.3084513 SCI
Chen, S.J., Guo, Z.H. and Yuan, B. (2021) "An Adaptive Iterative Inpainting Method with More Information Exploration". In Proceedings of the 29th ACM International Conference on Multimedia, ACM, pp. 3247-3256, Chengdu, P.R. China. doi:10.1145/3474085.3475475 EI
Zhong, L., Fang, Z., Liu, F., Lu, J., Yuan, B. and Zhang, G.Q. (2021) "How Does the Combined Risk Affect the Performance of Unsupervised Domain Adaptation Approaches?" In Proceedings of the 35th AAAI Conference on Artificial Intelligence, AAAI, pp. 11079-11087, Online. doi: 10.1609/aaai.v35i12.17322 EI
2020
Yuan, B., Song, X.G., Li, Q., Peng, Y.Y. and Song, S.Y. (2020) "Live Online Teaching for Graduate Students: Theory and Practice". Modern Educational Technology, vol. 30(6), pp. 114-119. doi: 10.3969/j.issn.1009-8097.2020.06.017 CSSCI
Cheng, X.J., Lu, J.W., Yuan, B. and Zhou, J. (2020) "Identity-Preserving Face Hallucination via Deep Reinforcement Learning". IEEE Transactions on Circuits and Systems for Video Technology, vol. 30(12), IEEE, pp. 4796-4809. doi: 10.1109/TCSVT.2019.2961629 SCI
Chen, Z., Wang, C.Y., Yuan, B. and Tao, D.C. (2020) "PuppeteerGAN: Arbitrary Portrait Animation with Semantic-Aware Appearance Transformation". In Proceedings of the 2020 IEEE Conference on Computer Vision and Pattern Recognition, IEEE, pp. 13518-13527, Seattle, USA. doi: 10.1109/CVPR42600.2020.01353 EI
Zhao, H.M., Bian, W., Yuan, B. and Tao, D.C. (2020) "Collaborative Learning of Depth Estimation, Visual Odometry and Camera Relocalization from Monocular Videos". In Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI, pp. 488-494, Yokohama, Japan. doi: 10.24963/ijcai.2020/68 EI
Zhang, Y.Y., Liu, F., Fan, Z., Yuan, B., Zhang, G.Q. and Lu, J. (2020) "Clarinet: A One-Step Approach Towards Budget-Friendly Unsupervised Domain Adaptation". In Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI, pp. 2526-2532, Yokohama, Japan. doi: 10.24963/ijcai.2020/350 EI
Ye, L.Q., Liu, H.D., Wang, X.Q., Liang, B. and Yuan, B. (2020) "Multi-Task Control for a Quadruped Robot with Changeable Leg Configuration". In Proceedings of the 2020 IEEE International Conference on Intelligent Robots and Systems, IEEE, pp. 3944-3950, Las Vegas, USA. doi: 10.1109/IROS45743.2020.9340965 EI
Lu, W.T., Yu, Y.T., Chang, Y.Z., Wang, Z., Li, C.H. and Yuan, B. (2020) "A Dual Input-Aware Factorization Machine for CTR Prediction". In Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI, pp. 3139-3145, Yokohama, Japan. doi: 10.24963/ijcai.2020/434 EI
2019
Yuan, B., Song, X.G., Li, Q., Peng, Y.Y. and Song, S.Y. (2019) "A Pilot Study on Discipline Oriented General Graduate English Education". Tsinghua Journal of Education, vol. 40(sup.), pp. 38-40.
Cheng, X.J., Lu, J.W., Yuan, B. and Zhou, J. (2019) "Face Segmentor-Enhanced Deep Feature Learning for Face Recognition". IEEE Transactions on Biometrics, Behavior, and Identity Science, vol. 1(4), IEEE, pp. 223-237. doi: 10.1109/TBIOM.2019.2936624 SCI
Xu, F., Tan, J.B., Wang, Y., Wang, X.Q., Liang, B. and Yuan, B. (2019) "Robust Fault Detection and Set-Theoretic UIO for Discrete-Time LPV Systems with State and Output Equations Scheduled by Inexact Scheduling Variables". IEEE Transactions on Automatic Control, vol. 64(12), IEEE, pp. 4982-4997. doi: 10.1109/TAC.2019.2902611 SCI
Jiang, J., Liu, H.D., Yuan, B., Wang, X.Q. and Liang, B. (2019) "A New Concept of UAV Recovering System". In Proceedings of the 12th International Conference on Intelligent Robotics and Applications, LNAI 11742, Springer, pp. 327-338, Shenyang, P.R. China. doi: 10.1007/978-3-030-27535-8_30 EI
Jiang, J., Liu, H.D., Yuan, B., Liang, L.F. and Liang, B. (2019) "Design and Integration of a Reconfiguration Robot". In Proceedings of the 12th International Conference on Intelligent Robotics and Applications, LNAI 11742, Springer, pp. 339-350, Shenyang, P.R. China. doi: 10.1007/978-3-030-27535-8_31 EI
Yu, Y.T., Wang, Z., and Yuan, B. (2019) "An Input-Aware Factorization Machine for Sparse Prediction". In Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI, pp. 1466-1472, Macau, P.R. China. doi: 10.24963/ijcai.2019/203 EI
Chen, D.C., Zhang, R., Qi, J. and Yuan, B. (2019) "Sequence-Aware Recommendation with Long-Term and Short-Term Attention Memory Networks". In Proceedings of the 20th International Conference on Mobile Data Management – Workshop Papers, IEEE, pp. 437-443, Hong Kong, P.R. China. doi: 10.1109/MDM.2019.000-6 EI
Wang, Z., Zhang, R., Qi, J. and Yuan, B. (2019) "DBSVEC: Density-Based Clustering Using Support Vector Expansion". In Proceedings of the 35th International Conference on Data Engineering, IEEE, pp. 280-291, Macau, P.R. China. doi: 10.1109/ICDE.2019.00033 EI
Ye, L.Q., Liu, H.D., Wang, X.Q., Yuan, B. and Liang, B. (2019) "Task-Oriented Hierarchical Control for a Quadruped Robot". In Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, IEEE, pp. 2146-2151, Dali, P.R. China. doi: 10.1109/ROBIO49542.2019.8961411 EI
2018
Yuan, B., Zhao, H.M., Zhang, C.P. and Li, X.M. (2018) "Visual Analysis of Postgraduate English Learners Based on Rain Classroom". Modern Educational Technology, vol. 28(5), pp. 68-74. doi: 10.3969/j.issn.1009-8097.2018.05.010 CSSCI
Meng, T. and Yuan, B. (2018) "Parallel Edge-Based Visual Assessment of Cluster Tendency on GPU". International Journal of Data Science and Analytics, vol. 6(4), Springer, pp. 287-295. doi: 10.1007/s41060-018-0100-7
Zhang, T.T. and Yuan, B. (2018) "Density-Based Multiscale Analysis for Clustering in Strong Noise Settings with Varying Densities". IEEE Access, vol. 6, IEEE, pp. 25861-25873. doi: 10.1109/ACCESS.2018.2836389 SCI
Tong, Q.H., Li, X. and Yuan, B. (2018) "Efficient Distributed Clustering Using Boundary Information". Neurocomputing, vol. 275, Elsevier, pp. 2355-2366. doi: 10.1016/j.neucom.2017.11.014 SCI
Cheng, X.J., Lu, J.W., Feng, J.J., Yuan, B. and Zhou, J. (2018) "Scene Recognition with Objectness". Pattern Recognition, vol. 74, Elsevier, pp. 474-487. doi: 10.1016/j.patcog.2017.09.025 SCI
Huang, S.P., Meng, D.S., She, Y., Wang, X.Q., Liang, B. and Yuan, B. (2018) "Statics of Continuum Space Manipulators with Nonconstant Curvature via Pseudorigid-Body 3R Model". IEEE Access, vol. 6, IEEE, pp.70854 - 70865. doi: 10.1109/ACCESS.2018.2881261 SCI
Xu, F., Tan, J.B., Wang, X.Q., Puig, V., Liang, B. and Yuan, B. (2018) "Mixed Active/Passive Robust Fault Detection and Isolation Using Set-Theoretic Unknown Input Observers". IEEE Transactions on Automation Science and Engineering, vol. 15(2), IEEE, pp. 863-871. doi: 10.1109/TASE.2017.2776998 SCI
Meng, D.S., Lu, W.N., Xu, W.F., She, Y., Wang, X.Q., Liang, B. and Yuan, B. (2018) "Vibration Suppression Control of Free-Floating Space Robots with Flexible Appendages for Autonomous Target Capturing". Acta Astronautica, vol. 151, Elsevier, pp. 904-918. doi: 10.1016/j.actaastro.2018.07.044 SCI
Zhao, H.M., Chen, Z., Tong, Q.H. and Yuan, B. (2018) "Towards a Compact and Effective Representation for Datasets with Inhomogeneous Clusters". In Proceedings of the 25th International Conference on Neural Information Processing, LNCS 11304, Springer, pp. 157-169, Siem Reap, Cambodia. doi:10.1007/978-3-030-04212-7_14 EI
2017
Li, X.M., Zhang, C.P. and Yuan, B. (2017) "An Experimental Study on the Application of Rain Classroom—Elucidating the Fundamental Rules of the Connectivism Learning Theory". Modern Educational Technology, vol. 27(5), pp. 40 – 45. doi.10.3969/j.issn.1009-8097.2017.05.006 CSSCI
Tong, Q.H., Li, X. and Yuan, B. (2017) "A Highly Scalable Clustering Scheme Using Boundary Information". Pattern Recognition Letters, vol. 89, Elsevier, pp. 1-7. doi: 10.1016/j.patrec.2017.01.016 SCI
Si, X.B., Feng, J.J., Yuan, B. and Zhou, J. (2017) "Dense Registration of Fingerprints". Pattern Recognition, vol. 63, Elsevier, pp. 87-101. doi: 10.1016/j.patcog.2016.09.012 SCI
Chen, B.C., Mak, A., Lin, F.Q., Yuan, B., Liu, W.H. and Wang, H.Y. (2017) "Implementation of Radio Frequency Identification Middleware with Database". Transactions of the Institute of Measurement and Control, vol. 39(4), SAGE, pp. 455-465. doi: 10.1177/0142331216684550 SCI
Xu, F., Tan, J.B., Wang, X.Q., Puig, V., Liang, B., Yuan, B. and Liu, H.D. (2017) "Generalized Set-Theoretic Unknown Input Observer for LPV Systems with Application to State Estimation and Robust Fault Detection". International Journal of Robust and Nonlinear Control, vol. 27, Wiley, pp. 3812-3832. doi: 10.1002/rnc.3773 SCI
Yuan, B. and Zhang, T.T. (2017) "Towards Solving TSPN with Arbitrary Neighborhoods: A Hybrid Solution". In Proceedings of the 2017 Australasian Conference on Artificial Life and Computational Intelligence, LNAI 10142, Springer, pp. 204-215, Geelong, Australia. doi: 10.1007/978-3-319-51691-2_18 EI
Meng, T. and Yuan, B. (2017) "Parallel Visual Assessment of Cluster Tendency on GPU". In Proceedings of the 21st Pacific-Asia Conference on Knowledge Discovery and Data Mining, LNAI 10235, Springer, pp. 429-440, Jeju, South Korea. doi: 10.1007/978-3-319-57529-2_34 EI
Qin, Y.L. and Yuan, B. (2017) "ACO-iRBA: A Hybrid Approach to TSPN with Overlapping Neighborhoods". In Proceedings of the 11th International Conference on Simulated Evolution and Learning, LNCS 10593, Springer, pp. 87-96, Shenzhen, P.R. China. doi: 10.1007/978-3-319-68759-9_8 EI
Zhang, T.T. and Yuan, B. (2017) "Density-Based Multiscale Analysis for Clustering in Strong Noise Settings". In Proceedings of the 30th Australasian Joint Conference on Artificial Intelligence, LNAI 10400, Springer, pp. 27-38, Melbourne, Australia. doi: 10.1007/978-3-319-63004-5_3 EI Best Paper Award
2016
Zhang, T.T. and Yuan, B. (2016) "Visualizing MOOC User Behaviors: A Case Study on XuetangX". In Proceedings of the 17th International Conference on Intelligent Data Engineering and Automated Learning, LNCS 9937, Springer, pp. 89-98, Yangzhou, P.R. China. doi: 10.1007/978-3-319-46257-8_10 EI
Zhang, T.T., Yuan, B., Meng, T., Ren, Y.H., Liu, H.D. and Wang, X.Q. (2016) "Ubiquitous Robot: A New Paradigm for Intelligence". In Proceedings of the 17th International Conference on Intelligent Data Engineering and Automated Learning, LNCS 9937, Springer, pp. 202-211, Yangzhou, P.R. China. doi: 10.1007/978-3-319-46257-8_22 EI
Zhang, Y.X. and Yuan, B. (2016) "Supervised Online Dictionary Learning for Image Separation Using OMP". In Proceedings of the 2016 International Conference on Intelligent Computing, LNCS 9772, Springer, pp. 557-568, Lanzhou, P.R. China. doi: 10.1007/978-3-319-42294-7_50 EI
He, Y.C., Xu, J. and Yuan, B. (2016) "Community Structure Analysis Using Label Propagation and Flow-Based Ensemble Learning". In Proceedings of the 2016 International Joint Conference on Neural Networks, IEEE, pp. 720-726, Vancouver, Canada. doi: 10.1109/IJCNN.2016.7727271 EI
Xu, F., Tan, J.B., Wang, X.Q., Puig, V., Liang, B., Yuan, B. and Liu, H.D. (2016) "Analysis of Set-Theoretic Unknown Input Observer and Interval Observer in Robust Fault Detection". In Proceedings of the 55th IEEE Conference on Decision and Control, IEEE, pp. 1291-1296, Las Vegas, USA. doi: 10.1109/CDC.2016.7798444 EI
Xu, F., Tan, J.B., Wang, X.Q., Puig, V., Liang, B. and Yuan, B. (2016) "A Novel Design of Unknown Input Observers Using Set-Theoretic Methods for Robust Fault Detection". In Proceedings of the 2016 American Control Conference, IEEE, pp. 5957-5961, Boston, USA. doi: 10.1109/ACC.2016.7526604 EI
Xu, F., Tan, J.B., Liu, H.D., Puig, V., Wang, X.Q., Liang, B. and Yuan, B. (2016) "Robust State Estimation and Fault Detection Combining Unknown Input Observer and Set-Membership Approach". In Proceedings of the 3rd International Conference on Control and Fault-Tolerant Systems, IEEE, pp. 67-72, Barcelona, Spain. doi: 10.1109/SYSTOL.2016.7739730 EI
2015
Wang, L.T., Hu, X.L., Yuan, B. and Lu, J.F. (2015) "Active Learning via Query Synthesis and Nearest Neighbour Search". Neurocomputing, vol. 147, Elsevier, pp. 426-434. doi: 10.1016/j.neucom.2014.06.042 SCI
Huang, P.T. and Yuan, B. (2015) "Mining Massive-Scale Spatiotemporal Trajectories in Parallel: A Survey". In Proceedings of the 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining – Workshop Papers, LNAI 9441, Springer, pp. 41-52, Ho Chi Minh City, Vietnam. doi: 10.1007/978-3-319-25660-3_4 EI
Huang, P.T., Li, X. and Yuan, B. (2015) "A Parallel GPU-Based Approach to Clustering Very Fast Data Streams". In Proceedings of the 24th ACM International Conference on Information and Knowledge Management, ACM, pp. 23-32, Melbourne, Australia. doi: 10.1145/2806416.2806545 EI
2014
Yuan, B. (2014) "On the Gap between Graduate Course Study and Research Ability Development". Academic Degrees & Graduate Education, vol. 2014(4), pp. 25-28. doi: 10.3969/j.issn.1001-960X.2014.04.006 CSSCI
Cui, K., Lyu, Q., Xu, N., Liu, Q., Zhang, J., Xing, W., Bai, L., Liao, M., He, J., Yuan, B., Chen, D., Xie, W. and Zhang, Y. (2014) "Characterization of the microRNA Pool and the Factors Affecting Its Regulatory Potential". Integrative Biology, vol. 6(12), Royal Society of Chemistry, pp. 1141-1152. doi: 10.1039/C4IB00156G SCI
Tong, Q.H., Yuan, B. and Li, X. (2014) "Cyberinfrastructure: Applications and Challenges". In Proceedings of the 2014 International Conference on Smart Computing, IEEE, pp. 74-80, Hong Kong, P.R. China. doi: 10.1109/SMARTCOMP.2014.7043842 EI
Wang, C.Y. and Yuan, B. (2014) "Robust Fingertip Tracking with Improved Kalman Filter". In Proceedings of the 2014 International Conference on Intelligent Computing, LNCS 8588, Springer, pp. 619-629, Taiyuan, P.R. China. doi: 10.1007/978-3-319-09333-8_67 EI
Wang, F. and Yuan, B. (2014) "Parallel Frequent Pattern Mining without Candidate Generation on GPUs". In Proceedings of the 2014 International Conference on Data Mining Workshops, IEEE, pp. 1046-1052, Shenzhen, P.R. China. doi: 10.1109/ICDMW.2014.71 EI
Zhu, Y.M. and Yuan, B. (2014) "Real-Time Hand Gesture Recognition with Kinect for Playing Racing Video Games". In Proceedings of the 2014 International Joint Conference on Neural Networks, IEEE, pp. 3240-3246, Beijing, P.R. China. doi: 10.1109/IJCNN.2014.6889481 EI
Xin, X.Y., Guo, Z.H., Yuan, B. and Zhou, J. (2014) "Improved Post-Processing for Human Detection in Railroad Surveillance". In Proceedings of the 2014 International Conference on Service Sciences, IEEE, pp. 271 – 276, Wuxi, P.R. China. doi: 10.1109/ICSS.2014.11
Yang, S.Q., Dong, J.Q. and Yuan, B. (2014) "An Efficient Parallel ISODATA Algorithm Based on Kepler GPUs". In Proceedings of the 2014 International Joint Conference on Neural Networks, IEEE, pp. 2444-2449, Beijing, P.R. China. doi: 10.1109/IJCNN.2014.6889478 EI
Yang, Z.B., Zhu, Y.M. and Yuan, B. (2014) "Effective Palm Tracking with Integrated Tracker and Offline Detector". In Proceedings of the 2014 International Conference on Intelligent Computing, LNAI 8589, Springer, pp. 318-327, Taiyuan, P.R. China. doi: 10.1007/978-3-319-09339-0_33 EI
2013
Dong, J.Q. and Yuan, B. (2013) "GPU-Accelerated Standard and Multi-Population Cultural Algorithms". In Proceedings of the 2013 International Conference on Service Science, IEEE, pp. 129-133, Shenzhen, P.R. China. doi: 10.1109/ICSS.2013.39 EI
Wang, C.Y., Yuan, B. and Liu, G.W. (2013) "A Decision Support System Based on SSH and DWR for the Retail Industry". In Proceedings of the 2013 International Conference on Service Science, IEEE, pp. 234-238, Shenzhen, P.R. China. doi: 10.1109/ICSS.2013.23 EI
Yang, Z.B. and Yuan, B. (2013) "Vision Based Multi-Pedestrian Tracking Using Adaptive Detection and Clustering". In Proceedings of the 14th International Conference on Intelligent Data Engineering and Automated Learning, LNCS 8206, Springer, pp. 58-66, Hefei, P.R. China. doi: 10.1007/978-3-642-41278-3_8 EI
Dong, J.Q., Wang, F. and Yuan, B. (2013) "Accelerating BIRCH for Clustering Large Scale Streaming Data Using CUDA Dynamic Parallelism". In Proceedings of the 14th International Conference on Intelligent Data Engineering and Automated Learning, LNCS 8206, Springer, pp. 409-416, Hefei, P.R. China. doi: 10.1007/978-3-642-41278-3_50 EI
Wang, F., Dong, J.Q. and Yuan, B. (2013) "Graph-Based Substructure Pattern Mining Using CUDA Dynamic Parallelism". In Proceedings of the 14th International Conference on Intelligent Data Engineering and Automated Learning, LNCS 8206, Springer, pp. 342-349, Hefei, P.R. China. doi: 10.1007/978-3-642-41278-3_42 EI
Xie, Q., Shang, S., Yuan, B., Pang C. and Zhang, X. (2013) "Local Correlation Detection with Linearity Enhancement in Streaming Data". In Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, ACM, pp. 309-318, San Francisco, USA. doi: 10.1145/2505515.2505746 EI
Zhu, Y.M., Yang, Z.B. and Yuan, B. (2013) "Vision Based Hand Gesture Recognition". In Proceedings of the 2013 International Conference on Service Science, IEEE, pp. 260-265, Shenzhen, P.R. China. doi: 10.1109/ICSS.2013.40 EI
Hu, X.L., He, X., Zhang, J.W. and Yuan, B. (2013) "Mining Human Attractiveness from Chinese Dating Game Show If You Are The One". In Proceedings of the 2013 International Conference on Service Science, IEEE, pp. 271-276, Shenzhen, P.R. China. doi: 10.1109/ICSS.2013.45 EI
2012
Yuan, B. and Liu, W.H. (2012) "Measure Oriented Training: A Targeted Approach to Imbalanced Classification Problems". Frontiers of Computer Science, vol. 6(5), Springer, pp. 489-497. doi: 10.1007/s11704-012-2943-8 SCI
Shang, S., Yuan, B., Deng, K., Xie, K.X., Zheng, K. and Zhou, X.F. (2012) "PNN Query Processing on Compressed Trajectories". GeoInformatica, vol. 16(3), Springer, pp. 467-496. doi: 10.1007/s10707-011-0144-5 SCI
Tu, Q., Lu, J.F., Yuan, B., Tang, J.B. and Yang, J.Y. (2012) "Density-Based Hierarchical Clustering for Streaming Data". Pattern Recognition Letters, vol. 33(5), Elsevier, pp. 641-645. doi: 10.1016/j.patrec.2011.11.022 SCI
Yuan, B. and Ma, X.L. (2012) "Sampling + Reweighting: Boosting the Performance of AdaBoost on Imbalanced Datasets". In Proceedings of the 2012 International Joint Conference on Neural Networks, IEEE, pp. 2680-2685, Brisbane, Australia. doi: 10.1109/IJCNN.2012.6252738 EI
Huang, Z., Yuan, B. and Hu, X.L. (2012) "Understanding the Top Grass Roots in Sina-Weibo". In Proceedings of the 2012 International Workshop on Intelligence Science and Intelligent Data Engineering, LNCS 7751, Springer, pp. 17-24, Nanjing, P.R. China. doi: 10.1007/978-3-642-36669-7_3 EI
Huang, Z. and Yuan, B. (2012) "Mining Google Scholar Citations: An Exploratory Study". In Proceedings of the 2012 International Conference on Intelligent Computing, LNCS 7389, Springer, pp. 182-189, Huangshan, P.R. China. doi: 10.1007/978-3-642-31588-6_24 EI
Liu, H.Q., Yuan, B. and Li, C. (2012) "Music Recommendation Based on Label Correlation". In Proceedings of the Joint Conference of the Sixth Chinese Semantic Web Symposium and the First Chinese Web Science Conference, Springer Proceedings in Complexity, Springer, pp. 143-152, Shenzhen, P.R. China. doi: 10.1007/978-1-4614-6880-6_12
Ma, X.L. and Yuan, B. (2012) "Enhancing Software Search with Semantic Information from Wikipedia". In Proceedings of the Joint Conference of the Sixth Chinese Semantic Web Symposium and the First Chinese Web Science Conference, Springer Proceedings in Complexity, Springer, pp. 1-9, Shenzhen, P.R. China. doi: 10.1007/978-1-4614-6880-6_1
Hu, X.L., Wang, L.T. and Yuan, B. (2012) "Querying Representative Points from a Pool Based on Synthesized Queries". In Proceedings of the 2012 International Joint Conference on Neural Networks, IEEE, pp. 1734-1739, Brisbane, Australia. doi: 10.1109/IJCNN.2012.6252607 EI
Shang, S., Ding, R.G., Yuan, B., Xie, K.X., Zheng, K. and Kalnis, P. (2012) "User Oriented Trajectory Search for Trip Recommendation". In Proceedings of the 15th International Conference on Extending Database Technology, ACM, pp. 156-167, Berlin, Germany. doi: 10.1145/2247596.2247616 EI
Ma, T.L., Yang, Y.J., Wang, L.W. and Yuan, B. (2012) "Recommending People to Follow Using Asymmetric Factor Models with Social Graphs". In Proceedings of the 17th Online World Conference on Soft Computing in Industrial Applications, AISC 223, Springer, pp. 265-276. doi: 10.1007/978-3-319-00930-8_24 EI
2011
Yuan, B. and Liu, W.H. (2011) "A Measure Oriented Training Scheme for Imbalanced Classification Problems". In Proceedings of the 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining – Workshop Papers, LNAI 7104, Springer, pp. 293-303, Shenzhen, P.R. China. doi: 10.1007/978-3-642-28320-8_25 EI Best Paper Award
Shang, S., Yuan, B., Deng, K., Xie, K.X. and Zhou, X.F. (2011) "Finding the Most Accessible Locations – Reverse Path Nearest Neighbor Query in Road Networks". In Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM, pp. 181-190, Chicago, USA. doi: 10.1145/2093973.2093999 EI
2010
Lin, F.Q., Chen, B.C., Yuan, B., Liu, W.H., Li, X.Y., Mak, A. and Wang H.Y. (2010) "Composition and Implementation of RFID Lightweight Middleware". Computer Engineering, vol. 36(17), pp. 77-80. doi: 10.3969/j.issn.1000-3428.2010.17.027
Yuan, B., Li, C. and Chen, W. (2010) "Training a Pac-Man Player with Minimum Domain Knowledge and Basic Rationality". In Proceedings of the 2010 International Conference on Intelligent Computing, CCIS 93, Springer, pp. 169-177, Changsha, P.R. China. doi: 10.1007/978-3-642-14831-6_23 EI
2009
Yuan, B. and Gallagher, M. (2009) "Convergence Analysis of UMDAC with Finite Populations: A Case Study on Flat Landscapes". In Proceedings of the 2009 Genetic and Evolutionary Computation Conference, ACM, pp. 477-482, Montreal, Canada. doi: 10.1145/1569901.1569967 EI
Yuan, B. and Gallagher, M. (2009) "An Improved Small-Sample Statistical Test for Comparing the Success Rates of Evolutionary Algorithms". In Proceedings of the 2009 Genetic and Evolutionary Computation Conference, ACM, pp.1879-1880, Montreal, Canada. doi: 10.1145/1569901.1570213 EI
Han, S.L., Yuan, B. and Liu, W.H. (2009) "Rare Class Mining: Progress and Prospect". In Proceedings of the 2009 Chinese Conference on Pattern Recognition, IEEE, pp. 137-141, Nanjing, P.R. China. doi: 10.1109/CCPR.2009.5344137 EI
Qu, X.Y., Yuan, B. and Liu, W.H. (2009) "A Novel Two-Phase Method for the Classification of Incomplete Data". In Proceedings of the 2009 International Conference on Information Management, Innovation Management and Industrial Engineering, IEEE, vol. 3, pp. 452-455, Xi'an, P.R. China. doi: 10.1109/ICIII.2009.418 EI
Qu, X.Y., Yuan, B. and Liu, W.H. (2009) "A Predictive Model for Identifying Possible MCI to AD Conversions in the ADNI Database". In Proceedings of the 2nd International Symposium on Knowledge Acquisition and Modeling, IEEE, vol. 3, pp. 102-105, Wuhan, P.R. China. doi: 10.1109/KAM.2009.36 EI
Yang, X.Z., Yuan, B. and Liu, W.H. (2009) "Dynamic Weighting Ensembles for Incremental Learning". In Proceedings of the 2009 Chinese Conference on Pattern Recognition, IEEE, pp. 98-102, Nanjing, P.R. China. doi: 10.1109/CCPR.2009.5344129 EI
Yang, X.Z., Yuan, B. and Liu, W.H. (2009) "An Empirical Study of the Convergence of RegionBoost". In Proceedings of the 2009 International Conference on Intelligent Computing, LNAI 5755, Springer, pp. 527-535, Ulsan, South Korea. doi: 10.1007/978-3-642-04020-7_56 EI
Yang, X.Z., Yuan, B. and Liu, W.H. (2009) "The Effect of Distance Metrics on Boosting with Dynamic Weighting Schemes". In Proceedings of the 6th International Conference on Fuzzy Systems and Knowledge Discovery, IEEE, vol. 1, pp. 320-324, Tianjin, P.R. China. doi: 10.1109/FSKD.2009.688 EI
2008
Yuan, B., Orlowska, M. and Sadiq, S. (2008) "Extending a Class of Continuous Estimation of Distribution Algorithms to Dynamic Problems". Optimization Letters, vol. 2(3), Springer, pp.433-443. doi: 10.1007/s11590-007-0071-4 SCI
Liu, B.H., Yuan, B. and Liu, W.H. (2008) "Classification and Dimension Reduction in Bank Credit Scoring System". In Proceedings of the Fifth International Symposium on Neural Networks, LNCS 5263, Springer, pp. 531-538, Beijing, P.R. China. doi: 10.1007/978-3-540-87732-5_59 EI
Wang, J., Yuan, B. and Liu, W.H. (2008) "Application of Decision Trees in Mining High-Value Credit Card Customers". In Proceedings of the 11th Joint Conference on Information Sciences, Atlantis Press, Shenzhen, P.R. China. doi: 10.2991/jcis.2008.79 CPCI-S
Zhang, T., Yuan, B. and Liu, W.H. (2008) "Predicting Credit Card Customer Loyalty Using Artificial Neural Networks". In Proceedings of the 11th Joint Conference on Information Sciences, Atlantis Press, Shenzhen, P.R. China. doi: 10.2991/jcis.2008.80 CPCI-S
2007
Yuan, B., Orlowska, M. and Sadiq, S. (2007) "On the Optimal Robot Routing Problem in Wireless Sensor Networks". IEEE Transactions on Knowledge and Data Engineering, vol.19(9), pp. 1252-1261. doi: 10.1109/TKDE.2007.1062 SCI
Yuan, B., Orlowska, M. and Sadiq, S. (2007) "Finding the Optimal Path in 3D Spaces Using EDAs – The Wireless Sensor Networks Scenario". In Proceedings of the 8th International Conference on Adaptive and Natural Computing Algorithms, LNCS 4431, Springer, pp.536-545, Warsaw, Poland. doi: 10.1007/978-3-540-71618-1_59 EI
Yuan, B. and Gallagher, M. (2007) "Combining Meta-EAs and Racing for Difficult EA Parameter Tuning Tasks". In Lobo et al. eds. Parameter Setting in Evolutionary Algorithms, Studies in Computational Intelligence, vol. 54, Springer, pp. 121-142. doi: 10.1007/978-3-540-69432-8_6 CPCI-S
2006
Yuan, B. (2006) "Towards Improved Experimental Evaluation and Comparison of Evolutionary Algorithms". Ph.D. Thesis, The University of Queensland, Australia. Abstract Library
Gallagher, M. and Yuan, B. (2006) "A General-Purpose Tunable Landscape Generator". IEEE Transactions on Evolutionary Computation, vol. 10(5), pp. 590-603. doi: 10.1109/TEVC.2005.863628 SCI website
Yuan, B., Orlowska, M. and Sadiq, S. (2006) "Real-Time Acquisition of Buyer Behaviour Data – The Smart Shop Floor Scenario". In Proceedings of the First International Workshop on Business Intelligence for the Real Time Enterprise (with VLDB'06), LNCS 4365, Springer, pp. 106-117, Seoul, Korea. doi: 10.1007/978-3-540-73950-0_9 EI
Yuan, B. and Gallagher, M. (2006) "A Mathematical Modelling Technique for the Analysis of the Dynamics of a Simple Continuous EDA". In Proceedings of the 2006 Congress on Evolutionary Computation, IEEE, pp. 1585-1591, Vancouver, Canada. Also in Dagstuhl Seminar Proceedings: Theory of Evolutionary Algorithms 2006. doi: 10.1109/CEC.2006.1688497 EI
2005
Yuan, B. and Gallagher, M. (2005) "A Hybrid Approach to Parameter Tuning in Genetic Algorithms". In Proceedings of the 2005 Congress on Evolutionary Computation, IEEE, pp. 1096-1103, Edinburgh, UK. doi: 10.1109/CEC.2005.1554813 EI
Yuan, B. and Gallagher, M. (2005) "Experimental Results for the Special Session on Real-Parameter Optimization at CEC 2005: A Simple, Continuous EDA". In Proceedings of the 2005 Congress on Evolutionary Computation, IEEE, pp. 1792-1799, Edinburgh, UK. doi: 10.1109/CEC.2005.1554905 EI
Yuan, B. and Gallagher, M. (2005) "On the Importance of Diversity Maintenance in Estimation of Distribution Algorithms". In Proceedings of the 2005 Genetic and Evolutionary Computation Conference, ACM, pp. 719-726, Washington, D.C., USA. doi: 10.1145/1068009.1068129 EI
Yuan, B., Gallagher, M. and Crozier, S. (2005) "MRI Magnet Design: Search Space Analysis, EDAs and a Real-World Problem with Significant Dependences". In Proceedings of the 2005 Genetic and Evolutionary Computation Conference, ACM, pp. 2141-2148, Washington, D.C., USA. doi: 10.1145/1068009.1068362 EI
2004
Yuan, B. and Gallagher, M. (2004) "Statistical Racing Techniques for Improved Empirical Evaluation of Evolutionary Algorithms". In Proceedings of the 8th International Conference on Parallel Problem Solving from Nature, LNCS 3242, Springer, pp. 172-181, Birmingham, UK. doi: 10.1007/b100601 SCI
2003
Yuan, B. and Gallagher, M. (2003) "On Building a Principled Framework for Evaluating and Testing Evolutionary Algorithms: A Continuous Landscape Generator". In Proceedings of the 2003 Congress on Evolutionary Computation, IEEE, pp. 451-458, Canberra, Australia. doi: 10.1109/CEC.2003.1299610 CPCI-S
Yuan, B. and Gallagher, M. (2003) "Playing in Continuous Spaces: Some Analysis and Extension of Population-Based Incremental Learning". In Proceedings of the 2003 Congress on Evolutionary Computation, IEEE, pp. 443-450, Canberra, Australia. doi: 10.1109/CEC.2003.1299609 CPCI-S
2002
Yuan, B. (2002) "Training a Neural Network to Count: A Genetic Approach". Master Project Report, The University of Queensland, Australia.
Yuan, B. (2002) "Deterministic Crowding, Recombination and Self-Similarity". In Proceedings of the 2002 Congress on Evolutionary Computation, IEEE, pp. 1516-1521, Honolulu, USA. doi: 10.1109/CEC.2002.1004467 CPCI-S
1999
Lu, J.F., Yuan, B. and Yang, J.Y. (1999) "A Genetic Design for Feedforward Neural Network". Journal of Nanjing University of Science and Technology, vol. 23(6), pp. 486-489. doi: 10.3969/j.issn.1005-9830.1999.06.002 EI
Jiang, G.R., Zhong, Y.Z., Yang, S.Q. and Yuan, B. (1999) "Fast Fractal Image Compression Based on HV Partition". In Proceedings of Multimedia Storage and Archiving Systems IV, SPIE 3846, pp. 473-481, Boston, USA. doi: 10.1117/12.360451 EI
Patents
Yu, H. and Yuan, B. "A Self-Adaptive Method for Controlling the Playback Speed of Teaching Video". No. ZL201910224284.5, Issued: 29/12/2020, P.R. China.
Yang, S.Q. and Yuan, B. "A Parallel Time Series Mining Method Using GPU". No. ZL201410172991.1, Issued: 17/08/2016, P.R. China.
Zhu, Y.M. and Yuan, B. "Method and Apparatus for Two-Hand Tracking Based on the Kinect Sensor". No. ZL201310497334.X, Issued: 22/06/2016, P.R. China.
Wang, C.Y. and Yuan, B. "A Method for Tracking the Trajectory of Fingertips". No. ZL201310314062.5, Issued: 20/01/2016, P.R. China.
Yang, Z.B. and Yuan, B. "Method and Apparatus for Hand Tracking Based on Self-Learning and the Skin Color Model". No. ZL201210566144.4, Issued: 26/08/2015, P.R. China.
